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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 Science ⟩ Intelligent Systems ⟩ 		(Files for researchmap) [PDF manual] [Auto-propagate to researchmap]

Research

Field of Study

○ Computer Vision

Subject of Study

○

Book / Paper

Academic Paper (Judged Full Paper):

1. Izumi Fujimori, Masaki Oono and Masami Shishibori :
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation,
Transactions of Information Processing Society of Japan, 66, 6, 977-987, 2025.
(Tokushima University Institutional Repository: 2013570)
2. Izumi Fujimori, Masaki Oono and Masami Shishibori :
BAO: Background-aware activation map optimization for weakly supervised semantic segmentation without background threshold,
Journal of Visual Communication and Image Representation, 107, 2025.
(DOI: 10.1016/j.jvcir.2025.104404,   Elsevier: Scopus)

Proceeding of International Conference:

1. Izumi Fujimori, Masaki Oono and Masami Shishibori :
Evaluating Pseudo Labels Using Pseudo Labels for Weakly-supervised Semantic Segmentation,
The 12th IIAE International Conference on Intelligent Systems and Image Processing 2025 (ICISIP2025), Sep. 2025.

Proceeding of Domestic Conference:

1. Izumi Fujimori, Masaki Oono and Masami Shishibori :
弱教師あり領域分割のための高品質な疑似ラベルの選択,
第24回情報科学技術フォーラム講演論文集(FIT2025), Sep. 2025.
2. Izumi Fujimori, Masaki Oono and Masami Shishibori :
背景閾値を用いない弱教師あり領域分割のための背景Activation Mapの最適化,
第23回情報科学技術フォーラム講演論文集(FIT2024), Sep. 2024.
3. Izumi Fujimori, Masaki Oono and Masami Shishibori :
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation,
IPSJ SIG Technical Report, 2024-CVIM-236, 31, 1-7, Jan. 2024.