Search:
Tokushima University > Graduate School of Technology, Industrial and Social Sciences > Division of Science and Technology > Computer Science > Intelligent Systems >
Tokushima University > Faculty of Science and Technology > Department of Science and Technology > Computer and Optical Sciences > Intelligent Systems >
Tokushima University > Faculty of Engineering > Department of Information Science and Intelligent Systems > Intelligent Systems >
Tokushima University > Graduate School of Advanced Technology and Science > Systems Innovation Engineering > Information Science and Intelligent Systems > Intelligent Systems >
(CSV files for researchmap) [PDF manual]

Research Activity

Field of Study

Information Technology
Information Technology

Subject of Study

Automatic Face Detection and Recognition (Face Detection, Recognition, Neural Networks, Genetic Algorithms)
Abandoned object Detection and Recognition, Online character recognition for mobile devices (Face Detection, Recognition, Neural Networks, Genetic Algorithms, Character Recognition, Aerial image processing)

Book / Paper

Book:

1.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Character Recognition from Virtual Scenes and Vehicle License Plates using Genetic Algorithms and Neural Networks,
InTech Inc, Oct. 2012.
(DOI: 10.5772/2575)
2.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Neural Networks and 3D Edge genetic Template Matching for Real Time Face Detection and Recognition, Chapter 9,
Idea Group Inc, Oct. 2006.

Academic Paper (Judged Full Paper):

1.Stephen Githinji Karungaru, Kenji Matsuura and Naka Gotoda :
Ellipse Feature Detection in Rope Skipping for Gross Motor Skill Development,
International Journal of Engineering Science and Innovative Technology (IJESIT), Vol.7, No.3, 10-14, 2018.
2.Kenji Matsuura, Hiroshi Toyooka, Stephen Githinji Karungaru and Naka Gotoda :
Design of a Guide System for Motor Skill Development Targeting a Repetitive Movement Task,
The Journal of Information and Systems in Education, Vol.17, No.1, 27-35, 2018.
(Tokushima University Institutional Repository: 111674,   DOI: 10.12937/ejsise.17.27)
3.Hossain Mobarok Bhuyain, Stephen Githinji Karungaru, Kenji Terada and Akinori Tsuji :
Human Detection and Tracking Using HOG Feature and Particle Filter in Video Surveillance System,
International Journal of Advanced Intelligence (IJAI), Vol.9, No.3, 397-407, 2018.
4.Stephen Githinji Karungaru, Tomohiro Ishino and Kenji Terada :
Advanced Safety Vehicle (ASV) Technology Driver Support System Monitor using Three Onboard Camera,
Journal of the Institute of Industrial Applications Engineers, Vol.6, No.1, 21-28, 2018.
(Tokushima University Institutional Repository: 112351)
5.Stephen Githinji Karungaru, Yamamoto Jumpei and Kenji Terada :
Towards Autonomous Driving: Road Surface Signs Recognition using Neural Networks,
International Journal of Engineering Research and Technology, Vol.5, No.8, 34-38, 2016.
6.Stephen Githinji Karungaru, Daikoku Masayuki and Kenji Terada :
Multi Cameras Based Indoors Human Action Recognition Using Fuzzy Rules,
Journal of Pattern Recognition Research, Vol.10, No.1, 61-74, 2015.
(DOI: 10.13176/11.651)
7.Stephen Githinji Karungaru, Nakano Hitoshi and Minoru Fukumi :
Road Traffic Signs Recognition using Genetic Algorithms and Neural Networks,
International Journal of Machine Learning and Computing, Vol.3, No.3, 313-317, 2013.
(DOI: 10.7763/IJMLC.2013.V3.329)
8.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Detection of Abandoned Luggage and Owner Tracking at Sensitive Public Areas,
IEEJ Transactions on Electronics, Information and Systems, Vol.133-C, No.1, 67-73, 2012.
(DOI: 10.1541/ieejeiss.133.67,   CiNii: 40019563473,   Elsevier: Scopus)
9.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Automatic Background Updating for Abandoned Object Detection at Train Stations,
International Journal of Machine Learning and Computing, Vol.2, No.5, 609-613, 2012.
(DOI: 10.7763/IJMLC.2012.V2.199)
10.Stephen Githinji Karungaru, Ishitani Atsushi, Shiraishi Takuya and Minoru Fukumi :
A Simple Interface for Mobile Robot Equipped with Single Camera using Motion Stereo Vision,
International Journal of Machine Learning and Computing, Vol.2, No.5, 633-639, 2012.
(DOI: 10.7763/IJMLC.2012.V2.204)
11.Stephen Githinji Karungaru, Yoshida Toshihiro, Seo Toru, Minoru Fukumi and Kenji Terada :
Monotonous Tasks and Alcohol Consumption effects on the Brain by EEG Analysis using Neural Networks,
International Journal of Computational Intelligence and Applications, Vol.11, No.3, 1250015, 2012.
(DOI: 10.1142/S1469026812500150)
12.Hemdan Ibrahim, Stephen Githinji Karungaru and Kenji Terada :
Video Surveillance using Facial Features-based Tracking,
International Journal of Innovative Computing, Information and Control, Vol.8, No.4, 2761-2776, 2012.
(Elsevier: Scopus)
13.H.K. Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
A Local DCT-II Feature Extraction Approach for personal Identification Based on Palmprint,
IEEJ Transactions on Electronics, Information and Systems, Vol.130-C, No.9, 1657-1666, 2010.
(DOI: 10.1541/ieejeiss.130.1657,   CiNii: 10026580001)
14.Stephen Githinji Karungaru, Kamei Tomoaki, Fujiwara Masato, Norio Akamatsu and Minoru Fukumi :
Vowel Recognition Using Akamatsu Integral and Differential Transforms,
International Journal of Advanced Intelligence (IJAI), Vol.1, No.1, 125-140, 2009.
15.Hillary Kipsang Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Development of a Block based Palmprint Recognition Methodology Using the Discrete Cosine Transform,
Australian Journal of Intelligent Information Processing Systems, Vol.10, No.4, 22-31, 2009.
16.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Fast Approximate Incremental Learning Algorithm based on of Simple-FLDA,
Journal of Signal Processing, Vol.13, No.6, 515-523, 2009.
(CiNii: 40016925763)
17.Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Takuya Akashi :
Detection and Recognition of Vehicle License Plates Using Template Matching, Genetic Algorithms and Neural Networks,
International Journal of Innovative Computing, Information and Control, Vol.5, No.7, 1975-1985, 2009.
(Elsevier: Scopus)
18.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Interactive Interface with Evolutionary Eye Sensing and Physiological Knowledge,
IEEJ Transactions on Electronics, Information and Systems, Vol.129-C, No.7, 1288-1295, 2009.
(DOI: 10.1541/ieejeiss.129.1288,   CiNii: 10025101222)
19.Choge Kipsang Hillary, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
A DFT-Based Method of Feature Extraction for Palmprint Recognition,
IEEJ Transactions on Electronics, Information and Systems, Vol.129-C, No.7, 1296-1304, 2009.
(DOI: 10.1541/ieejeiss.129.1296,   CiNii: 10025101248)
20.Stephen Githinji Karungaru, Takuya Akashi, Nakano Miyoko and Minoru Fukumi :
Hour-glass Neural Network based Daily Money Flow Estimation for Automatic Teller Machines,
IEEJ Transactions on Electronics, Information and Systems, Vol.129-C, No.7, 1325-1330, 2009.
(DOI: 10.1541/ieejeiss.129.1325,   CiNii: 10025101308)
21.Stephen Githinji Karungaru, Takuya Akashi, Minoru Fukumi and Norio Akamatsu :
Image Morphing and Warping: Application to Speech Simulation using a Single Image,
Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.13, No.4, 441-446, 2009.
(DOI: 10.20965/jaciii.2009.p0441,   Elsevier: Scopus)
22.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Fast Incremental Algorithm of Simple Principal Component Analysis,
IEEJ Transactions on Electronics, Information and Systems, Vol.129, No.1, 112-117, 2009.
(DOI: 10.1541/ieejeiss.129.112,   CiNii: 10023999350)
23.Takuya Akashi, Koh Nakamichi, Stephen Githinji Karungaru, Yasue Mitsukura, Kanya Tanaka and Minoru Fukumi :
Liver tumor extraction from CT images using genetic algorithm,
Journal of Signal Processing, Vol.13, No.1, 2009.
24.Stephen Githinji Karungaru, Fukuda Keiji, Minoru Fukumi and Norio Akamatsu :
Fingerprints Images Enhancement Using a Concavity and Convexity method,
Biomedical Soft Computing and Human Sciences, Vol.14, No.1, 39-46, 2008.
25.Choge Kipsang Hillary, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Enhancement of Palmprint Images Using an Optimized Hexagonal Multilayer Perceptron Neural Network,
Journal of Signal Processing, Vol.12, No.6, 449-456, 2008.
26.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Evolutionary Video Processing for Lips Tracking,
International Journal of Intelligent Computing in Medical Sciences and Image Processing, Vol.2, No.2, 111-125, 2008.
(DOI: 10.1080/1931308X.2008.10644159,   Elsevier: Scopus)
27.Stephen Githinji Karungaru, Minoru Fukumi, Takuya Akashi and Norio Akamatsu :
Genetic Algorithms based Adaptive Search Area Control for Real Time Multiple Face Detection using Neural Networks,
WSEAS Transactions on Signal Processing, Vol.4, 97-109, 2008.
(Elsevier: Scopus)
28.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Downsized Evolutionary Video Processing for Lips Tracking and Data Acquisitiong,
JACIII SCIS&ISIS2006, Vol.11, No.8, 1030-1042, 2007.
29.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
High Speed Genetic Lips Detection by Dynamic Search Domain Control,
IEEJ Transactions on Electronics, Information and Systems, Vol.127, No.6, 854-866, 2007.
(DOI: 10.1541/ieejeiss.127.854,   CiNii: 130000090462,   Elsevier: Scopus)
30.Tadahiro Oyama, Yuji Matsumura, Stephen Githinji Karungaru and Minoru Fukumi :
Feature Generation Method by Geometrical Interpretation of Fisher Linear Discriminant Analysis,
IEEJ Transactions on Electronics, Information and Systems, Vol.127, No.6, 831-836, 2007.
(DOI: 10.1541/ieejeiss.127.831,   CiNii: 130000090459,   Elsevier: Scopus)
31.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Using Genetic Algorithm for Eye Detection and Tracking in Video Sequence,
Journal of Systemics, Cybernetics and Informatics, Vol.5, No.2, 72-78, 2007.
32.Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Akashi Takuya :
Automatic Human Faces Morphing Using Genetic Algorithms Based Control Points Selection,
International Journal of Innovative Computing, Information and Control, Vol.3, No.2, 247-256, 2007.
(Elsevier: Scopus)
33.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Genetic Eye Detection Using Artificial Template,
Journal of Signal Processing, Vol.10, No.6, 453-464, 2006.
(CiNii: 40015272374)
34.Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Takuya Akashi :
Optimizing Feature Extraction for the Camera Mouse using Genetic Algorithms,
WSEAS Transactions on Computers, Vol.5, No.11, 2722-2725, 2006.
(Elsevier: Scopus)
35.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Genetic Algorithms Based On-line Size and Rotation Invariant Face Detection,
Journal of Signal Processing, Vol.9, No.6, 497-503, 2005.
36.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Face Recognition in Color Images Using Neural Networks and Genetic Algorithms,
International Journal of Computational Intelligence and Applications, Vol.5, No.1, 55-67, 2005.
(DOI: 10.1142/S1469026805001477)
37.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Morphing Human Faces: Automatic Control Points selection and Color Transition,
Trans. on Engineering Computing and Technolog, Vol.1, No.1, 224-227, 2004.
38.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Skin Color Correction through Illuminant Estimation Using Neural Networks and Analytical Methods,
Journal of Signal Processing, Vol.7, No.1, 69-78, 2003.
39.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Human Face Detection in Visual Scenes Using Neural Networks,
IEEJ Transactions on Electronics, Information and Systems, Vol.122-C, No.6, 995-1000, 2002.
(CiNii: 10008509100)

Academic Letter:

1.Takehiko Yoshikawa, Kenji Matsuura, Kohta Sugawara, Stephen Githinji Karungaru and Naka Gotoda :
Supporting Stabilization of Timing Difference between Coordinated Motor Actions in Double-under by Sensing Multiple Body Parts,
Japan Journal of Educational Technology, Vol.41, No.Suppl., 229-232, 2017.
(Tokushima University Institutional Repository: 111527,   DOI: 10.15077/jjet.S41118)

Proceeding of International Conference:

1.Hiroki Tanioka, Kenji Matsuura, Stephen Githinji Karungaru, Naka Gotoda, Kai Tomohiro, Wada Tomohito and Takai Yohei :
Player Tracking in Sports Video using 360 Degree Camera,
IEEE International Conference on Computational Photography 2019, Tokyo, May 2019.
2.Mobarok Bhuyain, Stephen Githinji Karungaru and Kenji Terada :
Robust Detection and Tracking of Moving Objects Using Particle Filter,
Proceedings of Annual Conference on Engineering and Applied Science (ACEAT), 27-29, Mar. 2019.
3.Shinya Oshodani, Stephen Githinji Karungaru and Kenji Terada :
Traffic volume survey Using Convolutional Neural Network,
Proceedings of Annual Conference on Engineering and Applied Science (ACEAT), 30-33, Mar. 2019.
4.ZHU Yunpeng, Stephen Githinji Karungaru and Kenji Terada :
Human Interaction Recognition Based on Deep Learning,
Proceedings of Annual conference on Engineering and Information Technology, 178-186, Mar. 2019.
5.Dongyang Lyu, Stephen Githinji Karungaru and Kenji Terada :
Vision-Based Vehicle Recognition Classification Using Convolutional Neural Network and Support Vector Machine,
Proceedings of Annual conference on Engineering and Information Technology, 125-132, Mar. 2019.
6.Tomoya Sasaki, Stephen Githinji Karungaru and Kenji Terada :
Automatic Recognition of Road Marking using CNN,
Proceedings of International Research Conference on Engineering and Technology, 322-326, Mar. 2019.
7.Robert Nsinga and Stephen Githinji Karungaru :
Predictive Analysis of Cohesiveness in Multivariate Sequences Using Recurrent Neural Networks,
The 166th IASTEM International conference, 1-5, Mar. 2019.
8.Stephen Githinji Karungaru, Kenji Matsuura, Hiroki Tanioka, Wada Tomohito and Naka Gotoda :
Ground Sports Strategy Formulation and Assistance Technology Development - Player Data Acquisition from Drone Videos,
Proceedings of 8th International Conference on Industrial Technology and Management, 322-326, Mar. 2019.
9.Naoya Kohda, Kenji Matsuura, Hiroki Tanioka, Stephen Githinji Karungaru, Tomohito Wada and Naka Gotoda :
Technology-Supported Single Training for One-on-One in Basketball Matches,
Proceedings of IEEE TALE2018, 447-453, Wollongong, Australia, Dec. 2018.
(DOI: 10.1109/TALE.2018.8615318)
10.Lin Zong-Yi, Stephen Githinji Karungaru, Kenji Terada and Fang Shin-Pu :
Human Action Recognize using SVM,
Proceedings of The 5th Annual Conference on Engineering and Information Technology(2018ACEAIT), No.ACEAIT-0174, 547-550, Kyoto, Mar. 2018.
11.Moriwake Ryo, Stephen Githinji Karungaru and Kenji Terada :
Road Sign Character Recognition On a Smart phone using Deep Learning,
4th International Forum on Advanced Technologies, p2-15, Mar. 2018.
12.Yoshino Naoyuki, Stephen Githinji Karungaru and Kenji Terada :
Body Physical Parameters Measurement using Kinect,
4th International Forum on Advanced Technologie, p2-14, Mar. 2018.
13.Lkhagvasuren Ulziisaikhan, Stephen Githinji Karungaru and Kenji Terada :
Real time backpack detection in visual surveillance based On verticals contour analysis,
6th IIAE International Conference on Industrial Application Engineering 2018, 107-110, Mar. 2018.
14.Nsinga Robert and Stephen Githinji Karungaru :
Benchmarking Organizational Performance Dynamics Using Memory Cells Recurrent Neural Networks,
6th IIAE International Conference on Industrial Application Engineering 2018, 9-13, Mar. 2018.
15.Stephen Githinji Karungaru and Kenji Terada :
Household Items Recognition using Distance Sensor Equipped Video Sunglasses,
Risp International Workshop on Nonlinear Circuits, Communications and Signal Processing, 204-207, Mar. 2018.
16.Kayte J.N., Deshmukh R Ratndeep., Stephen Githinji Karungaru and Kalyankar V. N. :
Review of Digital Soil Mapping Procedures,
International Journal of Computer Applications proceedings of 2nd ICKE2016, 391-395, Aurangabad, India, Jan. 2018.
17.Janse P.V., Deshmukh R Ratndeep., Stephen Githinji Karungaru, Kalyankar V. N. and Pankaj M. Koinkar :
Hyperspectral Remote Sensing for Agriculture: A Review,
International Journal of Computer Applications proceedings of 2nd ICKE2016, 359-363, Aurangabad, India, Jan. 2018.
18.Sapkal 2)Shubhangi, Deshmukh R Ratndeep., Stephen Githinji Karungaru and Banerjee Soumya :
Biometric Cryptosystem for Finger Print Verification,
International Journal of Computer Applications proceedings of 2nd ICKE2016, 240-244, Aurangabad, India, Jan. 2018.
19.Stephen Githinji Karungaru, Kenji Matsuura and Naka Gotoda :
Feature Tracking using Particle Filer in Rope Skipping for Gross Motor Skill Development,
International Journal of Computer Applications proceedings of 2nd ICKE2016, Vol.1, No.1, 25-29, Aurangabad, India, Jan. 2018.
20.Kohta Sugawara, Takehiko Yoshikawa, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
A Learning Support System for Integrated Motor Skill by Organized Training Stages,
Proceedings of 25Th ICCE, 451-456, Christchurch, NewZealand, Dec. 2017.
(Elsevier: Scopus)
21.Takehiko Yoshikawa, Kohta Sugawara, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Observing the Degree of Distortion in Coordinated Motor Actions,
Proceedings of 25Th ICCE, 415-420, Christchurch, NewZealand, Dec. 2017.
(Elsevier: Scopus)
22.Stephen Githinji Karungaru, Kenji Matsuura and Naka Gotoda :
Analysis of Rope Skipping Features for Gross Motor Skill Development,
International Research Symposium on Engineering and Technology, 97-102, Singapore, Dec. 2017.
23.Yoshino Naoyuki, Stephen Githinji Karungaru and Kenji Terada :
Body Physical Measurement using Kinect for Virtual Dressing Room,
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics( IIAI-AAI 2017), No.SCAI-4, 845-850, Hamamatsu, Jul. 2017.
24.Ryo Moriwake, Stephen Githinji Karungaru and Kenji Terada :
Character Recognition in Road Signs using a Smartphone,
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics( IIAI-AAI 2017), 1036-1041, Hamamatsu, Japan, Jul. 2017.
25.Hossain Mobarok Bhuyain, Stephen Githinji Karungaru, Kenji Terada and Akinori Tsuji :
Real Time Specified Person Tracking in a Crowded Scene using the Particle Filter,
Proceedings of the International Conference on Electrical Engineering (ICEE2017), No.SS1-3, 2087-2091, Weihai, China, Jul. 2017.
26.Lkhagvasuren Ulziisaikhan, Stephen Githinji Karungaru and Kenji Terada :
Drone Control using Visual Natural Markers,
Proceedings of the 2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'17), No.3AM2-3-1, 581-584, Guam, Mar. 2017.
27.Stephen Githinji Karungaru, Tomohiro Ishino and Kenji Terada :
Safe Driving Support System using Three Onboard Camera,
Proceedings of the 2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'17), No.3AM1-3-3, 537-540, Guam, Mar. 2017.
28.Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Physical Learning Support using a Smartphone with Image Processing Technologies,
Proceedings of ACM IMCOM2017, Beppu, Japan, Jan. 2017.
(DOI: 10.1145/3022227.3022293,   Elsevier: Scopus)
29.Stephen Githinji Karungaru :
Human Action Recognition using Surveillance Cameras and Wearable Sensors,
Proceedings of 2nd ICKE2016, Aurangabad, India, Dec. 2016.
30.Takuya Ishioka, Naka Gotoda, Yuji Kobayashi, Kenji Matsuura, Stephen Githinji Karungaru, Rihito Yaegashi, Toshihiro Hayashi, Kenichi Fujimoto and Hiroshi Murai :
Proposal of Organizing Learning Material with Multiple Perceptions Depending on Preference of Physical Training,
Proceedings of The Second International Conference on Electronics and Software Science, 56-64, Takamatsu, Japan, Nov. 2016.
31.Takuya Ishioka, Naka Gotoda, Yuji Kobayashi, Kenji Matsuura, Stephen Githinji Karungaru, Rihito Yaegashi and Toshihiro Hayashi :
Proposal of a Methodology based on Organization of Learning Material including Multiple Perceptions for Knowledge Communication of Physical Training,
Proceedings of Gong Show & Young Researcher Contributions on ICKM2016, 1-5, Vienna,Austria, Oct. 2016.
32.Chung Ming-Hsuan, Stephen Githinji Karungaru and Kenji Terada :
Intelligent Driver Support Systems: Pedestrian Detection Using HOG Algorithm,
Proceedings of the 4th IIAE International Conference on Intelligent Systems and Image Processing, 261-264, Kyoto, Oct. 2016.
(DOI: 10.12792/icisip2016.047)
33.Lay Kuen-Tsair, Stephen Githinji Karungaru, Chen Yi-Jing and Hsuen Hsing-Chun :
Visually Comprehensible QR Codes via Embedding of Big Logos,
Proceedings of IEEE International Conference on Signal and Image Processing, 225-230, Beijing China, Oct. 2016.
(DOI: 10.1109/SIPROCESS.2016.7888257,   Elsevier: Scopus)
34.Kohta Sugawara, Hiroshi Toyooka, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Development of a Gross Motor Skill by Combining Primitive Motions in Repetitive Exercise,
Proceedings of IEEE 5th GCCE, 488-492, Kyoto, Oct. 2016.
(DOI: 10.1109/GCCE.2016.7800489,   Elsevier: Scopus)
35.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
3-Dimensional Space Modeling using Kinect,
Proceedings of the 34th Chinese Control Conference and SICE Annual Conference2015(CCC&SICE2015), No.WeC01-7, Handzhou, China, Jul. 2015.
36.Stephen Githinji Karungaru :
Human Action Recognition using Wearable Sensors and Neural Networks,
Proc. of 2015 ASCC Emerging Control Techniques for a Sustainable World, Kota Kitabalu, Jun. 2015.
37.Nozomi Maitani, Kenji Terada and Stephen Githinji Karungaru :
Tire Cracks Detection using Image Processing,
Proceedings of the first IEEJ international workshop on Sensing, Actuation, and Motion CONtrol(SAMCON2015), No.TT1-2-3, Nagoya, Mar. 2015.
38.Stephen Githinji Karungaru :
Feature Extraction from Wearable Sensors for Human Action Recognition,
Proc. of 2015 RISP International Workshop on Nonlinear Circuits and Signal Processing, 131-134, KuaLa Lumpur, Mar. 2015.
39.Shuhei Koyanagi, Kenji Terada and Stephen Githinji Karungaru :
Elderly Monitoring System using Surveillance Cameras,
Proceedings of the 2015 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'15), No.1AM1-1-4, Kuala Lumpur, Mar. 2015.
40.Yamazaki Yusaku, Kenji Terada and Stephen Githinji Karungaru :
Input Interface using Air Character Recognition,
Proceedings of the 2015 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'15), No.28PM2-1-1, Kuala Lumpur, Feb. 2015.
41.Junpei Yamamoto, Stephen Githinji Karungaru and Kenji Terada :
Road Surface Marking Recognition Using Neural Network,
Proceedings of the2014 IEEE/SICE International Symposium on System Integration(SII2014), No.SuA1C.5, 484-489, Tokyo, Dec. 2014.
(DOI: 10.1109/SII.2014.7028087,   Elsevier: Scopus)
42.Masayuki Daikoku, Stephen Githinji Karungaru and Kenji Terada :
Indoor Human Action Recognition using Multi Camera,
Proceedings of the IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP'14), No.Wed-S1B8-4, Florida, Dec. 2014.
(DOI: 10.1109/CIMSIVP.2014.7013266,   Elsevier: Scopus)
43.Stephen Githinji Karungaru, Minoru Fukumi and Kenji Terada :
Human Action Recognition using Normalized Cone Histogram Features,
Proceedings of the IEEE Symposium Series on Computational Intelligence (CIMSIVP 2014), 12-16, Florida, Dec. 2014.
(DOI: 10.1109/CIMSIVP.2014.7013265,   Elsevier: Scopus)
44.Shang Ke, Stephen Githinji Karungaru, Feng Zuren, Ke Liangjun and Kenji Terada :
A GA - ACO Hybrid Algorithm for the Multi - UAV Mission Planning Problem,
Proceedings of the 14th International Symposium on Communication s and Information Technologies(ISCIT2014), No.R3-B-3, Incheon, Sep. 2014.
45.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Vehicle Extraction from Aerial Images Captured using an UAV,
Proceedings of the 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'14), 313-316, Honolulu, Hawaii, USA, Mar. 2014.
46.Masayuki Daikoku, Stephen Githinji Karungaru and Kenji Terada :
Human Action Recognition using Multi Cameras,
Proceedings of the 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'14), No.3AM2-3-1, 641-644, Honolulu, Mar. 2014.
47.Stephen Githinji Karungaru, Yammoto Jumpei and Kenji Terada :
Japanese Road Signs Recognition using Neural Networks,
Proceedings of SICE, Dec. 2013.
48.Stephen Githinji Karungaru, Minoru Fukumi and Kenji Terada :
Hand Written Character Recognition using Star-Layered Histogram Features,
Proceedings of SICE Annual Conference 2013, Dec. 2013.
49.Junpei Yamamoto, Stephen Githinji Karungaru and Kenji Terada :
Japanese Road Signs Recognition Using Neural Networks,
Proceedings of the International conference on Instrumentation, Control, Information Technology and System Integration(SICE Annual Conference 2013), No.MoAT3.3, Nagoya, Sep. 2013.
50.Masayuki Daikoku, Stephen Githinji Karungaru and Kenji Terada :
Automatic Detection of Suspicious Objects Using Surveillance Cameras,
Proceedings of the International conference on Instrumentation, Control, Information Technology and System Integration(SICE Annual Conference 2013), No.MoAT3.6, Nagoya, Sep. 2013.
51.Shang Ke, Stephen Githinji Karungaru, Feng Zuren, Ke Liangjun and Kenji Terada :
Periodic Re-optimization based Dynamic Branch and Price Algorithm for Dynamic Multi-UAV Path Planning,
Proceedings of the 2013 IEEE International Conference on Mechatronics and Automation(IEEE ICMA2013), No.MP1-6(3), 581-586, Takamatsu, Aug. 2013.
(DOI: 10.1109/ICMA.2013.6617981,   Elsevier: Scopus)
52.Wang Wei, Stephen Githinji Karungaru, Tsuji Akinori and Kenji Terada :
Face Recognition Approach Based on Hyhrid Algorithm,
Proceedings of the 2013 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'13), 313-316, Kona, Hawaii, USA, Mar. 2013.
53.Wang Wei, Sun Xiangyu, Stephen Githinji Karungaru and Kenji Terada :
Face Recognition Algorithm Using Wavelet Decomposition and Support Vector Machines,
Proceedings of International Symposuim on OptoMechatronics Technologies(ISOT'12), Paris, Oct. 2012.
54.Ryo Munetsugi, Stephen Githinji Karungaru and Kenji Terada :
Building Cracks Detection Using Unmanned Helicopter Images,
Proceedings of 8th International Conference on Intelligent Unmanned Systems(ICIUS 2012), No.5A-2, Singapore, Oct. 2012.
55.Li Qian, Stephen Githinji Karungaru, Kenji Terada and Li Lei :
Object Recognition from Aerial Rescue Robots,
International Technical Conference on Circuits Systems Computers and Communications, 615-618, Sapporo, Jul. 2012.
56.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Feature Extraction For Human Recognition Based On Bifurcation Points Using Genetic Algorithms,
Proc. of NCSP'2012, 615-618, Honolulu, Mar. 2012.
57.Stephen Githinji Karungaru, Higashidani Takuya and Kenji Terada :
Tired State Recognition during Sports using Image Processing,
Proc. of NCSP'2012, 643-646, Honolulu, Mar. 2012.
58.Elmarhomy Ahmed, Stephen Githinji Karungaru and Kenji Terada :
A New Approach for Counting Passersby utilizing Space-time Images,
ICDIMSP 2012 : International Conference on Digital Image and Multidimensional Signal Processing, Florence, Italy, Feb. 2012.
59.Takahashi Ryo, Stephen Githinji Karungaru and Kenji Terada :
Reliable Human Recognition and Authentication using Retina Images,
Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2012), 288-292, Yokohama, Feb. 2012.
60.Wang Wei, Stephen Githinji Karungaru and Kenji Terada :
An Eye Location Estimation Algorithm based on HSV Color Space and Template Matching,
Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 133-137, Yokohama, Feb. 2012.
61.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Abandoned Luggage Detection using a Dynamic Background Model and Earth Movers Distance,
Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 82-88, Yokohama, Japan, Feb. 2012.
62.Hemdan Ibrahim, Stephen Githinji Karungaru and Kenji Terada :
Robust Facial Features Tracking in Video Sequences using Efficient Template Matching,
Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 70-74, Yokohama, Feb. 2012.
63.Takayuki Kashihara, Stephen Githinji Karungaru and Kenji Terada :
A People Counting Method using Measurement Lines,
Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 14-18, Yokohama, Feb. 2012.
64.Tadahiro Oyama, Higashi Keita, Choge Hillary, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
BCI Based on Single EEG Used Simple Electroencephalograph,
Proc. of SICE Annual COnference 2011, 2331-2334, Tokyo, Sep. 2011.
65.Takuya Shiraishi, Atsushi Ishitani, Momoyo Ito, Stephen Githinji Karungaru and Minoru Fukumi :
Operation Improvement of Indoor Robot by Gesture Recognition,
Proc. of ICMSAO'2011, 572-575, Kuala Lumpur, Apr. 2011.
66.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Background Updating for Abandoned Luggage Detection at Train Stations,
Proc. of ICMLC'2011, Vol.2, 11-14, Singapore, Feb. 2011.
67.Atsushi Ishitani, Takuya Shiraishi, Stephen Githinji Karungaru, Momoyo Ito and Minoru Fukumi :
A Simple Interface for Mobile Robot Using Motion Stereo Vision,
Proc. of ICMLC'2011, Vol.2, 174-178, Singapore, Feb. 2011.
68.Hitoshi Takano, Stephen Githinji Karungaru, Momoyo Ito and Minoru Fukumi :
Stop Sign Recognition from Drive Scenes,
Proc. of ICMLC'2011, Vol.1, 549-552, Singapore, Feb. 2011.
69.Eri Ishikawa, Stephen Githinji Karungaru and Kenji Terada :
Gait Features Extraction Method using Image Processing,
Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2011), No.P-14, Ulsan, Feb. 2011.
70.Elmarhomy Ahmed, Stephen Githinji Karungaru and Kenji Terada :
A Method for Counting Passersby using Time-Space Image,
Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2011), No.P-12, Ulsan, Feb. 2011.
71.Jung-Hwa Park, Stephen Githinji Karungaru and Kenji Terada :
Recognition of a person's state using FG Vision Sensor,
Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2011), No.P-5, Ulsan, Feb. 2011.
72.Hemdan Ibrahim, Stephen Githinji Karungaru and Kenji Terada :
Facial Features-Based Method for Human Tracking,
Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2011), No.P-2, 217-222, Ulsan, Feb. 2011.
73.Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi :
Improving mobility for blind persons using video sunglasses,
Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 1-5, Ulsan, South Korea, Feb. 2011.
(DOI: 10.1109/FCV.2011.5739729)
74.Kazunori Tsuda, Kenji Terada and Stephen Githinji Karungaru :
Virtual Darts Using Image Processing,
Proceedings of 8th edition of France-Japan and 6th Europe-Asia Congress on Mechatronics, No.Mon2-3, 163-168, Yokohama, Nov. 2010.
75.Toru Seo, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Driver Alcohol Consumption Detection System using EEG,
Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 632-635, Honolulu, Mar. 2010.
76.Kentaro Nakao, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Biped Robot Walking on Uneven Surfaces using Reinforcement Learning,
Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 572-575, Honolulu, Mar. 2010.
77.Atsushi Ishitani, Shiraishi Takuya, Fumitoshi Taoka, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
A Simple Interface for Mobile Robot using Motion Stereo Vision,
Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 560-563, Honolulu, Mar. 2010.
78.Miyoshi Masato, Tadahiro Oyama, Hillary Choge, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Music Classification using Sensitive Words,
Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 211-214, Honolulu, Mar. 2010.
79.Fumitoshi Taoka, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Detection of Abandoned Objects from Fluctuating Environment Using Active Background Subtraction,
Proc. of IWAIT'2010, No.paper-141, 1-4, Kuala Lumpur, Jan. 2010.
80.Tadahiro Oyama, Hillary Kipsang Choge, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Improvement Algorithm for Approximate Incremental Learning,
Proc. of ICONIP, 520-529, Bangkok(Thailand), Dec. 2009.
81.Hillary Kipsang Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Palm print Recognition Based on Local DCT Feature Extraction,
Proc. of ICONIP, 639-648, Bangkok(Thailand), Dec. 2009.
82.Tadahiro Oyama, Choge H.K., Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Wrist EMG Signals Identification using Neural Network,
Proc. of IECON 2009, 4322-4326, Porto, Nov. 2009.
83.Stephen Githinji Karungaru, Sugizaki Masakazu, Minoru Fukumi, Yasue Mitsukura and Norio Akamatsu :
Out-of-Focus Blur Image Restoration using the Akamatsu Transform,
Proc. of IECON, 4293-4297, Porto(Portugal), Nov. 2009.
84.Stephen Githinji Karungaru, Sugizaki Masakazu and Minoru Fukumi :
Biped Robot Walking Control using Image Processing,
Proc. of ICCAS-SICE, 4020-4024, Fukuoka (Japan), Aug. 2009.
85.Hillary Kipsang Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
A Circle-Based Region-Of-Interest Segmentation Method for Palmprint Recognition,
Proc. of ICCAS-SICE, 4993-4997, Fukuoka (Japan), Aug. 2009.
86.Tadahiro Oyama, Hillary Kipsang Choge, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Identification of Wrist EMG Signals using Dry Type Electrodes,
Proc. of ICCAS-SICE, 4433-4436, Fukuoka (Japan), Aug. 2009.
87.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Improvement of Evolutionary Eye Sensing with Buccal Region",,
Proc. of NCSP'2009, 463-466, Honolulu, Mar. 2009.
88.Toshihiro Yoshida, Takahiro Ogawa, Tadahiro Oyama, Stephen Githinji Karungaru, Yasue Mitsukura, Satoru Tsuge and Minoru Fukumi :
Relation Between Mental Change and EEG When Performing Trivial Tasks,
Proc. of NCSP'2009, 431-434, Honolulu, Mar. 2009.
89.Nakaura Kazuhiro, Stephen Githinji Karungaru, Takuya Akashi, Yasue Mitsukura and Minoru Fukumi :
Fast statistical learning with Kerne-Based Simple-FDA,
Proc. of IEEE International Conference on Signal Image Technology and Internet Based Systems, 333-337, Bali (Indonesia), Dec. 2008.
90.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Incremental Learning Method for Biological Signal Identification,
Proc. of 13th International Conference on Biomedical Engineering (ICBME2008), Singapore, Dec. 2008.
91.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Interactive Interface Using Evolutionary Eye Sensing,
Proceedings of the 11th IASTED International Conference Intelligent Systems and Control (ISC 2008), 181-186, Orlando, Florida, USA, Nov. 2008.
92.Stephen Githinji Karungaru, Fukuda Keiji, Minoru Fukumi and Norio Akamatsu :
Classification of Fingerprint Images into Individual Classes Using Neural Networks,
Proceedings of the 34th Annual Conference of the IEEE Industrial Electronics Society, 1857-1862, Orlando, Florida, USA, Nov. 2008.
93.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Incremental Algorithm of Discriminant Analysis,
Proc. of SCIS&ISIS, 640-643, Nagoya (Japan), Sep. 2008.
94.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Incremental Learning Method of Simple-PCA,
Proc. of KES'2008, 403-410, Zagreb (Croatia), Sep. 2008.
95.Stephen Githinji Karungaru, Minoru Fukumi, Akashi Takuya and Norio Akamatsu :
Facial Gesture Simulation for a Single Image using Image Warping,
Proceedings of SCIS&ISIS, 631-635, Nagoya, Japan, Sep. 2008.
96.TADA Ryosuke, Tadahiro Oyama, Satoru Tsuge, Stephen Githinji Karungaru and Minoru Fukumi :
Identification of Music According to Singer,
Proc. of ICEE'2008, Vol.P-014, 1-5, Okinawa, Jul. 2008.
97.YOSHIDA Toshihiro, OGAWA Takahiro, Stephen Githinji Karungaru, Satoru Tsuge, Minoru Fukumi and Yasue Mitsukura :
Relation between mental change and EEG when doing Trivial Tasks,
Proc. of ICEE'08, Vol.O-160, 1-5, Okinawa, Jul. 2008.
98.Miyoko Nakano, Stephen Githinji Karungaru, Satoru Tsuge, Takuya Akashi, Yasue Mitsukura and Minoru Fukumi :
Face Information Processing by Fast Statistical Learning Algorithm,
Proc. of WCCI'08, 3228-3231, Hong Kong, Jun. 2008.
99.Miyoko Nakano, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Feature Generation for Face Recognition by Fast Statistical Learning Algorithm,
Proc. of NCSP08, 84-87, Gold Coast, Mar. 2008.
100.Kipsang H. Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
Enhancement of Palmprint Images using an Optimized Hexagonal Mulitilayer Perceptron Neural Network,
Proc. of NCSP'2008, 423-426, Gold Coast, Mar. 2008.
101.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Fast incremental learning algorithm in pattern recognition,
Proc. of NCSP'2008, 196-199, Gold Coast, Mar. 2008.
102.Stephen Githinji Karungaru, Minoru Fukumi, Takuya Akashi and Norio Akamatsu :
Multiple Faces Detection in Real Time using Neural Networks,
Proceedings of the 6th International conference on Computational Intelligent, Man Machine Systems and Cybernetics, 63-68, Canary Islands, Spain, Dec. 2007.
103.Taro Shibanoki, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Biological Signal Recognition by Fast Statistical Learning Algorithm,
Proc. of MJISAT'2007, T2-4-1-T2-4-6, Kuala Lumpur, Nov. 2007.
104.Ai Ikeda, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Character Recognition of Malaysian Vehicle License Plate by Neural Networks,
Proc. of MJISAT'2007, T2-3-1-T2-3-4, Kuala Lumpur, Nov. 2007.
105.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Construction of Online Tuning System based on Wrist EMG,
Proc. of MJISAT'2007, T1-7-1-T1-7-5, Kuala Lumpur, Nov. 2007.
106.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Incremental learning method in wrist EMG recognition system,
Proc. of SICE'2007, 2819-2822, Takamatsu, Sep. 2007.
107.Minoru Fukumi, Stephen Githinji Karungaru, Satoru Tsuge, Miyoko Nakano, Takuya Akashi and Yasue Mitsukura :
Fast Statistical Learning Algorithm for Feature Generatio,
Proc. of KES2007, Vol.LNAI 4694, 91-97, Vietri sul Mare, Italy, Sep. 2007.
108.Tadahiro Oyama, Yuji Matsumura, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Discrimination of Wrist EMG Signals using a Statistical Method,
Proc. of 2007 RISP International Workshop on Nonlinear Circuits and Signal Processing, 393-396, Shanghai, Mar. 2007.
109.Kou Nakamichi, Stephen Githinji Karungaru, Minoru Fukumi, Takuya Akashi, Yasue Mitsukura and Motokatsu Yasutomo :
Extraction of the Liver Tumor in CT Images by Real-coded Genetic Algorithm,
Proc. of IASTED CI'2006, 366-371, San Francisco, Nov. 2006.
110.Takenaka Yusuke, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Isolated Syllable Recognition on Mobile Terminal Devices,
Proc. of IASTED International Conference on Computational Intelligence, 366-371, San Francisco, Nov. 2006.
111.Tadahiro Oyama, Yuji Matsumura, Stephen Githinji Karungaru, Yasue Mitsukura and Minoru Fukumi :
Recognition of Wrist Motion Pattern by EMG,
Proc. of SICE-ICCAS'2006, 599-603, Busan, Oct. 2006.
112.Stephen Githinji Karungaru, Minoru Fukumi, Akashi Takuya and Norio Akamatsu :
A Simple 3D Edge Template for Pose Invariant Face Detection,
Proc. of Knowledge-Based & Intelligent Information & Engineering Systems (KES), 692-698, Bournemouth, Oct. 2006.
113.Morioka Yoshiyuki, Stephen Githinji Karungaru, Yasue Mitsukura, Minoru Fukumi and Norio Akamatsu :
Automatic Extraction of Heart Contour using SNAKES,
Proc. of SICE-ICCAS 2006, 1477-1480, Busan, Oct. 2006.
114.Ogawa Takahiro, Stephen Githinji Karungaru, Yasue Mitsukura, Minoru Fukumi and Norio Akamatsu :
Feature Extraction in Listening to the Music Using Statistical Analysis of the EEG,
Proc. of SICE-ICCAS 2006, 5120-5123, Busan, Oct. 2006.
115.Watanabe Takumi, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Design of an IR Communication Link for a Computer-Controlled Humanoid Robot,
Proc. of SICE-ICCAS 2006, 3496-3499, Busan, Oct. 2006.
116.Takahashi Yasuyuki, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Feature Point Extraction in Face Image by Neural Network,
Proc. of SICE-ICCAS 2006, 3783-3786, Busan, Oct. 2006.
117.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Downsized Genetic Algorithm by Automatic Search Domain Control for Lips Detection,
Proc. of the International Conference on Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems (SCIS & ISIS 2006), 1312-1317, Tokyo, Sep. 2006.
118.Fukuda Keiji, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Personal Authentication using Fingerprints,
Proc. of the International Conference on Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems, 1144-1149, Tokyo, Sep. 2006.
119.Takizawa Atsushi, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Recognizing Parked Vehicles License Plate Using Image Frame-Difference and Template Matching,
Proc. of the International Conference on Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems, 141-144, Tokyo, Sep. 2006.
120.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru and Minoru Fukumi :
Eye Detection and Tracking using Genetic Algorithm,
Proceeding of the 4th International Conference on Computing, Communications and Control Technologies, 26-31, Orlando, Jul. 2006.
121.Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Akashi Takuya :
Optimizing Feature Extraction for the Camera Mouse using Genetic Algorithms,
WSEAS Proceeding on Computers, 873-877, Jul. 2006.
122.Tadahiro Oyama, Yuji Matsumura, Stephen Githinji Karungaru, Yasue Mitsukura and Minoru Fukumi :
Construction of Wrist Motion recognition System,
Proc. of 2006 RISP International Workshop on Nonlinear Circuits and Signal Processing, 385-388, Honolulu, Mar. 2006.
123.Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Genetic Eye Detection System,
Proc. of 2006 RISP International Workshop on Nonlinear Circuits and Signal Processing, 377-380, Honolulu, Mar. 2006.
124.Michiyo Nishioka, Yasue Mitsukura, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Measurement of Skin Texture Using Artificial Neural Network and SOM,
Proc. of 2006 RISP International Workshop on Nonlinear Circuits and Signal Processing, 33-36, Honolulu, Mar. 2006.
125.Stephen Githinji Karungaru, Youngmin Choie, Minoru Fukumi and Norio Akamatsu :
Korean Lightweight Font Development using Outline Compression Reduction Function,
Proc. of The 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 289-294, Tokushima, Feb. 2006.
126.Yoshiki Kubota, Yasue Mitsukura, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Automatic Extraction System of a Kidney Region from CT Images,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T7-3, 1-5, Kuala Lumpur, Dec. 2005.
127.Takahiro Ogawa, Yasue Mitsukura, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Relevance of the EEG and feeling during listening to the music,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T7-5, 1-5, Kuala Lumpur, Dec. 2005.
128.Ryohei Haga, Yasue Mitsukura, Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Motokatsu Yasutomo :
Automatic Extraction of Left Ventricle by Using X-Ray Photogram,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T2-3, 1-5, Kuala Lumpur, Dec. 2005.
129.Yoshiyuki Morioka, Yasue Mitsukura, Stephen Githinji Karungaru, Minoru Fukumi, Norio Akamatsu and Motokatsu Yasutomo :
Contour Extraction of Heart from Ultrasonic Image Using SNAKES,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T7-3, 1-4, Kuala Lumpur, Dec. 2005.
130.Yuji Matsumura, Minoru Fukumi and Stephen Githinji Karungaru :
Wrist Motion Recognition System by Neural Networks,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T6-3, 1-6, Kuala Lumpur, Dec. 2005.
131.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
License Plate Localization Using Template Matching,
CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T4-3, 1-5, Kuala lumpur, Dec. 2005.
132.Minoru Fukumi, Stephen Githinji Karungaru and Yasue Mitsukura :
Feature Generation by Simple-FLDA for Pattern Recognition,
Proc. of International Conference on Computational Intelligence for Modelling, Control and Automation, Vol.1, No.2, 730-734, Wien, Nov. 2005.
133.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Malaysian License Plate Recognition Using Artificial Neural Networks and Evolutionally Computation,
Proc. of International Federation for Systems Research, Vol.1, No.S3-7-3, 1-5, Kobe, Nov. 2005.
134.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Automatic Facial Gesture Construction Using Image Warping,
Proc. of International Federation for Systems Research, Vol.1, No.S3-2-2, 1-6, Kobe, Nov. 2005.
135.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Face Gesture Recognition Using Artificial Neural Networks,
Proc. of The Society of Instrument and Control Engineers (SICE) Annual Conference, 136-140, Okayama, Aug. 2005.
136.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Face Detection: Size and Rotation Invariance using Genetic Algorithms,
Proc. of 2005 RISP International Workshop on Nonlinear Circuits and Signal Processing, 211-214, Honolulu, Mar. 2005.
137.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Automatic Face Metamorphosis in Color Images,
Proc. of 2005 RISP International Workshop on Nonlinear Circuits and Signal Processing, 131-134, Honolulu, Mar. 2005.
138.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Face Recognition using Genetic Algorithm based Template Matching,
Proc. of IEEE International Symposium on Communications and Information Technologies'2004, 1252-1257, Sapporo, Oct. 2004.
(Elsevier: Scopus)
139.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Feature Extraction for Face Detection and Recognition.,
Proc. of 13th IEEE International Workshop on Robot and Human Interactive Communication'2004, No.pp. 235-239, Kurashiki, Japan, Sep. 2004.
(Elsevier: Scopus)
140.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Recognizing Frontal Faces using Neural Networks.,
Proc. of 8th International Conference on Knowledge-Based Intelligent Information & Engineering Systems'2004, 1045-1050, Wellington, Sep. 2004.
141.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Morphing Face Images Using Automatically Specified Features,
Proc. of Midwest Symposium'2003, 995-1000, Cairo, Dec. 2003.
142.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Reconstruction of Facial Skin Color in Color Images,
Proc. of Knowledge-Based Intelligent Information & Engineering Systems'2003, 1135-1141, Oxford, Sep. 2003.
143.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Neural Networks and Genetic Algorithms for Learning the Scene Illumination in Color Images,
Proc. of IEEE International Symposium on Computational Intelliegnce in Robotics and Automation, 1085-1089, Kobe, Jul. 2003.
(DOI: 10.1109/CIRA.2003.1222148,   Elsevier: Scopus)
144.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Identifying Scene Illumination using Genetic Algorithms and Neural Networks,
CD-ROM Proc. of 2002 International Conference on Neural Information Processing, 1-5, Singapore, Nov. 2002.
145.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Estimating Scene and Camera calibration Illuminants in color images,
Proc. of SIP, 266-270, Kuai, Hawaii, Aug. 2002.
146.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Skin Color Compensation Under Varying Scene Illumination,
Proc. of IASTED International Conference on Artificial Intelligence and Soft Computing, 500-505, Banff, Jul. 2002.
147.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Rotational Invariant Human Faces Detection in Color Images,
Proc. 20th IASTED Int. Multi-Conf. on Applied Informatics (AI2002), 78-83, Innsbruck, Feb. 2002.
148.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Detection of Human Faces in Visual Scenes,
Proc. of Seventh Australian and New Zealand Intelligent Information Systems Conference, 165-170, Perth, Western Australia, Nov. 2001.
149.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Improved Searching Speed for Human Face Detection in Visual Scenes using Neural Networks,
Proc. of International Conference on Neural Information Processing, No.FBP-30, 1-6, Taejon, Nov. 2000.

Proceeding of Domestic Conference:

1.Keisuke Tujimoto, Kenji Terada and Stephen Githinji Karungaru :
教室内カメラによる受講態度の自動評価,
平成30年度計測自動制御学会四国支部学術講演会, No.PS2-20(SO2-20), 142-146, Dec. 2018.
2.Yuuya Kawahara, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた屋外における通行者の交差を考慮した人数計測,
平成30年度計測自動制御学会四国支部学術講演会, No.PS2-08(SO2-08), 107-112, Dec. 2018.
3.Masahiro Okashita, Kenji Terada and Stephen Githinji Karungaru :
画像処理によるVDT作業者の集中度と疲労度計測,
平成30年度計測自動制御学会四国支部学術講演会, No.PS2-06(SO2-06), 99-104, Dec. 2018.
4.Keisuke Tsujimoto, Kenji Terada and Stephen Githinji Karungaru :
教室内カメラを用いた受講態度ログの生成,
平成 30 年度電気関係学会四国支部連合大会, No.13-19, Sep. 2018.
5.Masahiro Okashita, Kenji Terada and Stephen Githinji Karungaru :
WebカメラによるVDT作業者の集中度と疲労度計測,
平成 30 年度電気関係学会四国支部連合大会, No.13-18, Sep. 2018.
6.Yuya Kawahara, Kenji Terada and Stephen Githinji Karungaru :
屋外監視カメラによる重なりを考慮した通行人数計測,
平成 30 年度電気関係学会四国支部連合大会, No.13-17, Sep. 2018.
7.Shu Yano, Kenji Matsuura, Hiroki Tanioka, Stephen Githinji Karungaru, Tomohito Wada and Naka Gotoda :
Fundamental discussion for understanding tactics of team-match sports,
Journal of Shikoku-Section Joint Convention of the Institutes of Electrical and Related Engineers, 215, Sep. 2018.
8.幸田 尚也, Kenji Matsuura, Hiroki Tanioka, Stephen Githinji Karungaru, 和田 智仁 and Naka Gotoda :
Breakthrough skill development for one-on-one match in competitive sports,
教育システム情報学会第43回全国大会講演論文集, 83-84, Sep. 2018.
9.Takuya Ishioka, Naka Gotoda, 米谷 雄介, Kenji Matsuura, Hiroki Tanioka, Stephen Githinji Karungaru, 和田 智仁, 國枝 孝之, Rihito Yaegashi and Toshihiro Hayashi :
Development of Sports Support System Using Superimposed Movie with Reflection Materials,
教育システム情報学会第43回全国大会講演論文集, 77-78, Sep. 2018.
10.Akihiro Yamada, Kenji Terada and Stephen Githinji Karungaru :
画像処理による歩行者の挙動判定,
ビジョン技術の実利用ワークショップ2017, No.IS1-C4, 167-171, Dec. 2017.
11.Shinya Oshodani, Kenji Terada and Stephen Githinji Karungaru :
監視カメラを用いた自転車の危険走行の検知,
平成29年度計測自動制御学会四国支部学術講演会, No.PS2-05(SO2-05), 102-107, Nov. 2017.
12.Akihiro Yamada, Kenji Terada and Stephen Githinji Karungaru :
画像処理による不審者と高齢者の認識,
平成29年度計測自動制御学会四国支部学術講演会, No.PS2-08(SO2-08), 115-119, Nov. 2017.
13.Yuuya Yamase, Kenji Terada and Stephen Githinji Karungaru :
監視カメラによる点字ブロック上の障害物検知,
平成29年度計測自動制御学会四国支部学術講演会, No.PS2-04(SO2-04), 96-101, Nov. 2017.
14.Tomoya Sasaki, Kenji Terada and Stephen Githinji Karungaru :
画像処理による道路標識認識,
平成29年度計測自動制御学会四国支部学術講演会, No.PS2-03(SO2-03), 93-95, Nov. 2017.
15.Kosuke Hasui, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Toshihiro Hayashi and Rihito Yaegashi :
Proposal of the Motion Learning System Using Sports Onomatopoeia and Visual Feedback,
Journal of Shikoku-Section Joint Convention of the Institutes of Electrical and Related Engineers, 209, Sep. 2017.
16.Akira Nakahara, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Toshihiro Hayashi and Rihito Yaegashi :
Proposal of Motion Learning System by Subdividing Motor Skill,
Journal of Shikoku-Section Joint Convention of the Institutes of Electrical and Related Engineers, 208, Sep. 2017.
17.Akihiro Yamada, Kenji Terada and Stephen Githinji Karungaru :
画像処理による歩行者の行動判定,
平成 29 年度電気関係学会四国支部連合大会, No.13-22, 156, Sep. 2017.
18.Tomoya Sasaki, Kenji Terada and Stephen Githinji Karungaru :
車載カメラによる道路標識の自動認識,
平成 29 年度電気関係学会四国支部連合大会, No.13-21, 155, Sep. 2017.
19.Yuuya Yamase, Kenji Terada and Stephen Githinji Karungaru :
画像処理 による点字ブロックの自動認識,
平成 29 年度電気関係学会四国支部連合大会, No.13-20, 154, Sep. 2017.
20.Akihiro Yamada, Kenji Terada and Stephen Githinji Karungaru :
画像処理による歩行者の行動認識,
平成29年電気学会電子・情報・システム部門大会, No.MC6-6, 1179-1183, Sep. 2017.
21.Tomoya Sasaki, Kenji Terada and Stephen Githinji Karungaru :
車載カメラによる道路標識の自動認識,
平成29年電気学会電子・情報・システム部門大会, No.MC6-5, 1176-1178, Sep. 2017.
22.Takuya Ishioka, Naka Gotoda, Kenji Matsuura, Stephen Githinji Karungaru, Yuji Kobayashi, Toshihiro Hayashi, Rihito Yaegashi and Kenichi Fujimoto :
Learning Support Environment for Sports Onomatopoeia Using Wearable Device,
教育システム情報学会第42回全国大会講演論文集, 1-2, Aug. 2017.
23.Takehiko Yoshikawa, Kohta Sugawara, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
A Wearable System for Learning Support on Integrative and Repetitive Exercise,
教育システム情報学会第42回全国大会講演論文集, 243-244, Aug. 2017.
24.Kohta Sugawara, Takehiko Yoshikawa, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Learning Support for Development of Integrated Motor-skill under Combining Trainings,
教育システム情報学会第42回全国大会講演論文集, 187-188, Aug. 2017.
25.Shuhei Koyanagi, Kenji Terada and Stephen Githinji Karungaru :
建物内の多地点カメラを用いた人物追跡システム,
ビジョン技術の実利用ワークショップ2016, No.IS1-15, 132-135, Dec. 2016.
26.Yoshikawa Takehiko, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Skill Learning Support System Focusing on Rhythm Fitting,
Journal of Shikoku-Section Joint Convention of the Institutes of Electrical and Related Engineers, 267, Sep. 2016.
27.Tomohiro Ishino, Kenji Terada and Stephen Githinji Karungaru :
前方・後方・内部カメラを用いた運転支援システム,
電気学会電子·情報·システム部門大会論文集, No.PS5-5, Aug. 2016.
28.Yuji Murakami, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた出入り口付近の不審者検知,
電気学会電子·情報·システム部門大会論文集, No.PS5-4, Aug. 2016.
29.Takuya Ishioka, Naka Gotoda, Kenji Matsuura, Stephen Githinji Karungaru, Rihito Yaegashi and Toshihiro Hayashi :
Proposal of a Training Environment with Feedback based on Individual Perceptual Preference in Motor Skill Learning,
教育システム情報学会第41回全国大会講演論文集, 281-282, Aug. 2016.
30.Kohta Sugawara, Hiroshi Toyooka, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
Learning support on combining primitive motions for repetitive movement,
教育システム情報学会第41回全国大会講演論文集, 117-118, Aug. 2016.
31.Hiroshi Toyooka, Kohta Sugawara, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
A Learning Support System on Body Control for Repetitive Motions with Operating Instrument,
教育システム情報学会第41回全国大会講演論文集, 119-120, Aug. 2016.
32.Masaya Takahashi, Kenji Terada and Stephen Githinji Karungaru :
すれ違いや追い抜きを考慮した通行人数計測,
第21回知能メカトロニクスワークショップ, No.1C1-3, Aug. 2016.
33.Kenshiro Kato, Kenji Terada and Stephen Githinji Karungaru :
USBカメラを用いたVDT作業者の疲労度検出,
第21回知能メカトロニクスワークショップ, No.1B1-3, Aug. 2016.
34.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
複数次元特徴量を用いた室内環境の3次元モデリング,
第22回画像センシングシンポジウム, No.IS3-1, Jun. 2016.
35.Nozomi Maitani, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた自転車の行動検出,
ビジョン技術の実利用ワークショップ2015, No.IS2-7, Dec. 2015.
36.Tatsuroh Murakami, Masafumi Nishino, Kenji Terada and Stephen Githinji Karungaru :
ランニングフォームの自動解析アプリの開発,
ビジョン技術の実利用ワークショップ2015, No.IS1-22, Dec. 2015.
37.Shinya Yoshioka, Kenji Matsuura, Naka Gotoda and Stephen Githinji Karungaru :
A Study on Supporting Improvement of Skills on Rope Skipping from Single-Bounce to Double-Unders,
教育システム情報学会第40回全国大会講演論文集, 125-126, Sep. 2015.
38.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
Kinectを用いた空間の3次元モデリング,
第21回画像センシングシンポジウム, No.IS1-26, Jun. 2015.
39.Tatsuro Murakami, Mayumi Ooset, Kenji Terada and Stephen Githinji Karungaru :
全方位カメラを用いた移動ロボットの自動走行,
ビジョン技術の実利用ワークショップ2014, No.IS2-4, Dec. 2014.
40.Taishi Kamei, Kenji Terada, Stephen Githinji Karungaru and Marina Niki :
カメラ位置に依存しない歩容認識,
ビジョン技術の実利用ワークショップ2014, No.IS2-20, Dec. 2014.
41.Eiji Takeji, Tomoya Morisawa, Kenji Terada and Stephen Githinji Karungaru :
AndroidOSを用いた聴講者の行動解析,
第19回知能メカトロニクスワークショップ, No.B2-3, Jul. 2014.
42.Yusaku Yamazaki, Kenji Terada and Stephen Githinji Karungaru :
Air文字認識を用いた入力インタフェース,
第19回知能メカトロニクスワークショップ, No.A2-2, Jul. 2014.
43.Ryo Hada, Ryo Munetsugu, Kenji Terada and Stephen Githinji Karungaru :
クワッドヘリコプタを用いた未知領域のマップ作成システム,
第20回画像センシングシンポジウム, No.IS2-04, Jun. 2014.
44.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
BCIのための簡易計測装置を用いた生体信号の解析,
電気学会C部門大会, GS13-3, Sep. 2013.
45.Ruka Kawabata, Kenji Terada and Stephen Githinji Karungaru :
出入口付近における不審行動の検知,
第18回知能メカトロニクスワークショップ, No.V1-5, Aug. 2013.
46.Junpei Yamamoto, Kenji Terada and Stephen Githinji Karungaru :
交通標識と道路標示認識による運転支援,
第18回知能メカトロニクスワークショップ, No.V1-3, Aug. 2013.
47.Ruka Kawabata, Kenji Terada and Stephen Githinji Karungaru :
監視カメラを用いた侵入行為の検出,
第19回画像センシングシンポジウム, No.IS1-05, Jun. 2013.
48.Kosuke Hattori, Kenji Terada and Stephen Githinji Karungaru :
歩容特徴を用いた人物認証,
2012年度計測自動制御学会四国支部講演会, No.SO2-2, Nov. 2012.
49.Shinichi Fujita, Kenji Terada and Stephen Githinji Karungaru :
webカメラを用いた計算機室の監視システム,
2012年度計測自動制御学会四国支部講演会, No.SO2-1, Nov. 2012.
50.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
FG 視覚センサを用いた全身 3D モデルの作成,
平成24年度電気関係学会四国支部連合大会, No.13-6, Sep. 2012.
51.Tomoya Morisawa, Kenji Terada and Stephen Githinji Karungaru :
GPGPU を用いた心臓弁の動き解析,
平成24年度電気関係学会四国支部連合大会, No.13-5, Sep. 2012.
52.Kosuke Hattori, Kenji Terada and Stephen Githinji Karungaru :
歩容特徴を用いた個人認証,
平成24年度電気関係学会四国支部連合大会, No.13-4, Sep. 2012.
53.Shinichi Fujita, Kenji Terada and Stephen Githinji Karungaru :
画像処理による計算機室の監視システム,
平成24年度電気関係学会四国支部連合大会, No.13-2, Sep. 2012.
54.Takayuki Kashihara, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた人数計測,
平成24年度電気関係学会四国支部連合大会, No.13-1, Sep. 2012.
55.Takayuki Kashihara, Kenji Terada and Stephen Githinji Karungaru :
交差した計測線による人数計測,
第17回知能メカトロニクスワークショップ, No.V3-4, Aug. 2012.
56.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
FG 視覚センサによる全身3次元モデリング,
第17回知能メカトロニクスワークショップ, No.V1-5, Aug. 2012.
57.Shinichi Fujita, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた計算機室の監視システム,
第18回画像センシングシンポジウム, No.IS2-10, Jun. 2012.
58.Kosuke Hattori, Kenji Terada and Stephen Githinji Karungaru :
歩容特徴による個人認証,
第18回画像センシングシンポジウム, No.IS2-09, Jun. 2012.
59.Ryo Hada, Kenji Terada and Stephen Githinji Karungaru :
FG視覚センサを用いた全身3Dモデリング,
第18回画像センシングシンポジウム, No.IS1-02, Jun. 2012.
60.Ryo Munetsugu, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
Crack detection using the Unmanned helicopter picture,
ロボティクス・メカトロニクス講演会2012, No.2A2-J03, May 2012.
61.Yoshiki Takamatsu, Kenji Terada and Stephen Githinji Karungaru :
マーカーを用いたフリースローの練習支援,
DIA2012, No.I-18, 187-190, Mar. 2012.
62.Kensuke Kawamura, Kenji Terada and Stephen Githinji Karungaru :
WEBカメラを用いた金魚監視システム,
DIA2012, No.I-12, 156-160, Mar. 2012.
63.Kazuma Nitta, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いたバーチャルダーツ,
2011年度計測自動制御学会四国支部講演会, No.SO2-08, Nov. 2011.
64.Naru Iwado, Kenji Terada and Stephen Githinji Karungaru :
固定カメラを用いた不審者検知システム,
2011年度計測自動制御学会四国支部講演会, No.SO2-06, Nov. 2011.
65.Hiroshige Kawashima, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
ARマーカ認識技術を用いた飛行船の自動航行,
2011年度計測自動制御学会四国支部講演会, No.SO1-10, Nov. 2011.
66.Kensuke Kawamura, Kenji Terada and Stephen Githinji Karungaru :
USBカメラを用いた金魚監視システム,
2011年度計測自動制御学会四国支部講演会, No.SO2-05, Nov. 2011.
67.Soichiro Takahashi, Kenji Terada and Stephen Githinji Karungaru :
空中指文字認識を用いたインテリジェントルーム,
2011年度計測自動制御学会四国支部講演会, No.SO1-03, Nov. 2011.
68.Hikaru Mori, Kenji Terada and Stephen Githinji Karungaru :
2つのカメラを用いたバーチャルチェロ,
2011年度計測自動制御学会四国支部講演会, No.SO1-01, Nov. 2011.
69.Kazunori Tsuda, Kenji Terada and Stephen Githinji Karungaru :
画像処理を用いた会場監視計測システム,
平成23年度電気関係学会四国支部連合大会, No.13-27, Sep. 2011.
70.Yuki Sato, Kenji Terada and Stephen Githinji Karungaru :
サングラス型ビデオカメラを用いた視線認識,
平成23年度電気関係学会四国支部連合大会, No.13-27, Sep. 2011.
71.Hikaru Mori, Kenji Terada and Stephen Githinji Karungaru :
USBカメラを用いた仮想チェロ演奏,
平成23年度電気関係学会四国支部連合大会, No.13-26, Sep. 2011.
72.Kazuma Nitta, Kenji Terada and Stephen Githinji Karungaru :
2方向のカメラ画像を用いたバーチャルダーツ,
平成23年度電気関係学会四国支部連合大会, No.13-25, Sep. 2011.
73.Hiroshige Kawashima, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
AR マーカを用い た飛行船の自動 航行,
2011年度精密工学会秋季大会学術講演会, No.O-20, Sep. 2011.
74.Naru Iwado, Kenji Terada and Stephen Githinji Karungaru :
カメラを用いた不審者の自動検出,
第17回画像センシングシンポジウム, No.IS3-02, Jun. 2011.
75.Kazuma Nitta, Kenji Terada and Stephen Githinji Karungaru :
多方向カメラを用いたバーチャルダーツ,
第17回画像センシングシンポジウム, No.IS2-07, Jun. 2011.
76.Soichiro Takahashi, Kenji Terada and Stephen Githinji Karungaru :
空中文字認識を用いたインテリジェントルームの構築,
第17回画像センシングシンポジウム, No.IS1-03, Jun. 2011.
77.Hiroshige Kawashima, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
カメラ画像を用いたラジコンヘリの操縦支援システム,
ロボティクス・メカトロニクス講演会2011, No.1P1-M08, May 2011.
78.Yuki Sato, Stephen Githinji Karungaru and Kenji Terada :
サングラス型ビデオカメラ画像のイメージモザイク,
動的画像処理実利用化ワークショップ(DIA2011), No.I2-30, Mar. 2011.
79.Kazuma Nitta, Stephen Githinji Karungaru and Kenji Terada :
カメラを用いたバーチャルダーツ,
動的画像処理実利用化ワークショップ(DIA2011), No.I2-27, Mar. 2011.
80.Takahashi Soichiro, Stephen Githinji Karungaru and Kenji Terada :
空中文字認識を用いた知能化した室内環境システムの構築,
動的画像処理実利用化ワークショップ(DIA2011), No.I2-24, Mar. 2011.
81.Tetsuya Fukushima, Stephen Githinji Karungaru and Kenji Terada :
Webカメラを用いた観賞魚の育成支援システム,
動的画像処理実利用化ワークショップ(DIA2011), No.I1-28, Mar. 2011.
82.Hikaru Mori, Stephen Githinji Karungaru and Kenji Terada :
Webカメラを用いたバーチャルチェロ,
動的画像処理実利用化ワークショップ(DIA2011), No.I1-24, Mar. 2011.
83.Naru Iwado, Stephen Githinji Karungaru and Kenji Terada :
USBカメラを用いた不審者の自動認識システム,
動的画像処理実利用化ワークショップ(DIA2011), No.I1-18, Mar. 2011.
84.Yusuke Watabe, Stephen Githinji Karungaru and Kenji Terada :
Webカメラを用いた作業者の状態把握システム,
動的画像処理実利用化ワークショップ(DIA2011), No.I1-15, Mar. 2011.
85.Yohei Nakayama, Stephen Githinji Karungaru and Kenji Terada :
GPGPUを用いた人の高速トラッキング,
動的画像処理実利用化ワークショップ(DIA2011), No.I1-11, Mar. 2011.
86.Hiroshige Kawashima, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
カメラを用いたラジコンヘリの自動着陸,
動的画像処理実利用化ワークショップ2011, 77-78, Mar. 2011.
87.Hiroshige Kawashima, Kenji Terada, Stephen Githinji Karungaru and Masafumi Miwa :
Control support in Radio controller helicopter by Image processing,
電気学会システム研究会ST-11-001~013, 17-21, Mar. 2011.
88.Yuuichiro Fukumoto, Stephen Githinji Karungaru and Kenji Terada :
複数の表色系と領域分割を用いた人数計測,
第53回自動制御連合講演会, No.578, Nov. 2010.
89.Satoshi Yamashita, Stephen Githinji Karungaru and Kenji Terada :
FG視覚センサを用いた人物の3次元モデリング,
第53回自動制御連合講演会, No.577, Nov. 2010.
90.Yohei Nakayama, Stephen Githinji Karungaru and Kenji Terada :
GPGPUを用いた人の高速トラッキング,
2010年度計測自動制御学会四国支部学術講演会, No.244, Nov. 2010.
91.Kazunori Tsuda, Stephen Githinji Karungaru and Kenji Terada :
画像処理によるバーチャルダーツ,
2010年度計測自動制御学会四国支部学術講演会, No.243, Nov. 2010.
92.Yohei Nakayama, Stephen Githinji Karungaru and Kenji Terada :
GPGPUを用いた人の高速トラッキング,
2010年精密工学会秋季大会, No.G-21, Sep. 2010.
93.Yuuichiro Fukumoto, Stephen Githinji Karungaru and Kenji Terada :
複数の表色系を用いた人数計測,
平成22年度電気関係学会四国支部連合大会, No.13-32, Sep. 2010.
94.Kazunori Tsuda, Stephen Githinji Karungaru and Kenji Terada :
画像処理によるバーチャルダーツ,
平成22年度電気関係学会四国支部連合大会, No.13-29, Sep. 2010.
95.石谷 淳, 白石 卓也, Momoyo Ito, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
モーションステレオを用いた移動ロボット向けユーザインタフェース,
平成22年電気学会 電子・情報・システム部門大会講演論文集, 694-697, Sep. 2010.
96.田岡 文利, Momoyo Ito, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
証明変動に頑健な放置物検出法,
平成22年電気学会 電子・情報・システム部門大会講演論文集, 689-693, Sep. 2010.
97.Yohei Nakayama, Stephen Githinji Karungaru and Kenji Terada :
GPGPUを用いた人の高速トラッキング,
平成22年度電気関係学会四国支部連合大会, No.13-38, Sep. 2010.
98.Satoshi Yamashita, Stephen Githinji Karungaru and Kenji Terada :
FG視覚センサによる人の超解像モデリング,
平成22年度電気関係学会四国支部連合大会, No.13-33, Sep. 2010.
99.Koki Nakagawa, Tsutomu Takeshita, Stephen Githinji Karungaru and Kenji Terada :
カメラ画像を用いたギターのバーチャル演奏,
平成22年度電気関係学会四国支部連合大会, No.13-31, Sep. 2010.
100.Yuuichiro Fukumoto, Stephen Githinji Karungaru and Kenji Terada :
混雑状況下における人数計測,
第16回画像センシングシンポジウム, No.IS4-20, Jun. 2010.
101.Satoshi Yamashita, Stephen Githinji Karungaru and Kenji Terada :
FG視覚センサを用いた人の超解像モデリング,
第16回画像センシングシンポジウム, No.IS1-09, Jun. 2010.
102.Takuya Akashi, 若佐 裕治, 田中 幹也, Stephen Githinji Karungaru and Minoru Fukumi :
遺伝的アルゴリズムを用いた口唇の3 次元情報の取得,
FANシンポジウム2008, 11-14, Oct. 2008.
103.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
Simple-FLDAにおける追加型アルゴリズムの提案,
第18回インテリジェント・システム・シンポジウム(FAN 2008), 21-24, Oct. 2008.
104.Tadahiro Oyama, Satoru Tsuge, Stephen Githinji Karungaru, Yasue Mitsukura and Minoru Fukumi :
判別分析における高速な追加学習アルゴリズムの一提案,
電気学会 電子・情報・システム部門大会 講演プラグラム集, 286-289, Aug. 2008.
105.Choge Hillary, Stephen Githinji Karungaru, Satoru Tsuge and Minoru Fukumi :
A Fourier-Space Palmprint Feature Extraction Method for Personal Identification,
電気学会 電子・情報・システム部門大会 講演プラグラム集, 303-307, Aug. 2008.
106.Minoru Fukumi, Stephen Githinji Karungaru, 中野 実代子, Satoru Tsuge, Takuya Akashi and Yasue Mitsukura :
超高速学習型統計アルゴリズムによる特徴抽出,
シミュレーション&ゲーミング学会秋期大会, Oct. 2007.
107.近藤将 之, Stephen Githinji Karungaru, Satoru Tsuge, Minoru Fukumi and Yasue Mitsukura :
ニューラルネットワークによる画像へのキーワード付加,
Proceedings of the Japan Industry Applications Society Conference, II_83-86, Aug. 2007.
108.Minoru Fukumi, Stephen Githinji Karungaru, 明石 卓也, 中野 実代子 and Yasue Mitsukura :
新統計的学習アルゴリズムによる超高速特徴生成,
高速信号処理応用技術学会2007年研究会, 27, Jul. 2007.
109.竹内 洋平, Minoru Fukumi, Norio Akamatsu, Stephen Githinji Karungaru and 小澤 誠一 :
Character Recognition for Malaysian License Plate,
システム制御·情報学会講演会, 671-672, May 2006.
110.中道 功, Stephen Githinji Karungaru, Minoru Fukumi, Yasue Mitsukura and 安友 基勝 :
Extraction of the Liver Tumor in CT Image by GA,
システム制御·情報学会講演会, 667-668, May 2006.
111.Takuya Akashi, 若佐 裕治, 田中 幹也, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Eye Detection by Genetic Algorithms,
システム制御·情報学会講演会, 599-600, May 2006.
112.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Facial Expression Creation using Image Warping and Neural Networks,
Proc. of JACC'2003, No.FP2-02-1, 1120-1122, Nov. 2003.
113.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Skin Color Recovery from Over-Exposed Images Using Neural Networks,
IEICE Technical report (NC 2002), Vol.102, No.157, 7-12, Jun. 2002.

Et cetera, Workshop:

1.Takuya Ishioka, Naka Gotoda, Ryota Akagi, Yuki Hirasawa, Kenji Matsuura, Hiroki Tanioka, Stephen Githinji Karungaru, Tomohito Wada, Yusuke Kometani, Takayuki Kunieda, Rihito Yaegashi and Toshihiro Hayashi :
Evaluation of the Video System for Motor Skill Training Superimposing Symbols,
IEICE Technical Report, Vol.ET2018-111, 135-140, Mar. 2019.
2.Takehiko Yoshikawa, Kenji Matsuura, Stephen Githinji Karungaru and Naka Gotoda :
A Form Analysis for Harmonizing Timing Among Movements of Body Portions,
JSiSE Resaeach Report, Vol.33, No.4, 7-12, Oct. 2018.
3.Masahiro Okashita, Kenji Terada and Stephen Githinji Karungaru :
画像処理を⽤いたVDT作業者の集中度と疲労度計測,
The Papers of Technical Meeting, IEE JAPAN, No.PI-18-074, Oct. 2018.
4.Yuya Kawahara, Kenji Terada and Stephen Githinji Karungaru :
屋外監視カメラを⽤いた⼈物同⼠の重なりを考慮した通⾏⼈数計測,
The Papers of Technical Meeting, IEE JAPAN, No.PI-18-073, Oct. 2018.
5.Keisuke Tsujimoto, Kenji Terada and Stephen Githinji Karungaru :
受講態度の自動評価,
The Papers of Technical Meeting, IEE JAPAN, No.PI-18-72, Oct. 2018.
6.Kosuke Hasui, Akira Nakahara, Takuya Ishioka, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Yusuke Kometani, Toshihiro Hayashi and Rihito Yaegashi :
Physical Learning Support System Using Comic-Font Expressing Intuitive Intention of Sports Onomatopoeia,
IEICE Technical Report, Vol.117, No.469, 77-82, Mar. 2018.
7.Akira Nakahara, Kosuke Hasui, Takuya Ishioka, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Yusuke Kometani, Toshihiro Hayashi and Rihito Yaegashi :
A Training Environment with Sharing Teaching Video and Sensor for Learner to Recognize Elite Motion,
IEICE Technical Report, Vol.117, No.469, 71-76, Mar. 2018.
8.Kosuke Hasui, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Toshihiro Hayashi and Rihito Yaegashi :
Proposal of a Motion Learning Using Comic-Font Representation System,
IEICE Technical Report, Vol.117, No.296, 61-64, Nov. 2017.
9.Akira Nakahara, Takuya Ishioka, Naka Gotoda, Takayuki Kunieda, Kenji Matsuura, Stephen Githinji Karungaru, Toshihiro Hayashi and Rihito Yaegashi :
Proposal of a Wearable System Supporting Comprehension of Sports Onomatopoeia,
IEICE Technical Report, Vol.117, No.296, 57-60, Nov. 2017.
10.Shinya Oshodani, Kenji Terada and Stephen Githinji Karungaru :
監視カメラによる自転車の危険走行の検出,
The Papers of Technical Meeting, IEE JAPAN, No.PI-17-091, 25-30, Oct. 2017.
11.Yuuya Yamase, Kenji Terada and Stephen Githinji Karungaru :
画像処理 による点字ブロックの自動認識,
The Papers of Technical Meeting, IEE JAPAN, No.PI-17-093, 37-42, Oct. 2017.
12.Takuya Ishioka, Naka Gotoda, Kenji Matsuura, Stephen Githinji Karungaru, Rihito Yaegashi, Toshihiro Hayashi, Kenichi Fujimoto and Hiroshi Murai :
Supporting Individual Motor Learning with Selective Feedback,
教育システム情報学会研究報告, Oct. 2016.
13.Hikaru Mori, Kenji Terada and Stephen Githinji Karungaru :
カメラ画像を用いた仮想チェロの演奏,
電気学会 情報処理・次世代産業システム合同研究会, No.IIS-11-038, Apr. 2011.
14.Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue Mitsukura and Minoru Fukumi :
パターン認識における追加学習法,
電子情報通信学会ニューロコンピューティング研究会, Vol.NC2007, Jun. 2007.
15.小川 宜洋, Stephen Githinji Karungaru, Yasue Mitsukura, Minoru Fukumi and Norio Akamatsu :
ニューラルネットワークを用いた音楽聴取時の脳波解析,
電子情報通信学会ニューロコンピューティング研究会, Vol.NC2007, Jun. 2007.
16.Tadahiro Oyama, 松村 悠司, Stephen Githinji Karungaru, Yasue Mitsukura and Minoru Fukumi :
Recognition of Wrist Motion Pattern by EMG,
IEICE Technical Report, Vol.HIP2006-40, 91-95, Jul. 2006.
(CiNii: 10018223544)
17.Yasuyuki Takahashi, Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Morphing of Face Image by Feature Extraction,
IEICE Technical Report, Vol.HIP2005-27, 43-47, Jul. 2005.
18.Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu :
Skin Color Recovery from Over-Exposed Images Using Neural Networks,
IEICE Technical Report, Vol.120, No.157, 7-12, Jun. 2002.

Grants-in-Aid for Scientific Research (KAKEN Grants Database @ NII.ac.jp)

  • 身体スキル学習支援における局所的・大域的視点を結ぶサイバーフィジカル空間 (Project/Area Number: 18H03344 )
  • Support of improving proficiency in repetitive motor-skills (Project/Area Number: 15K01072 )
  • Search by Researcher Number (70380110)