Keio University · Faculty of Science and Engineering / Graduate School of Science and Engineering · 教授

Research keywordsimage restoration・low-light image enhancement・JPEG artifact removal・image deraining・adverse weather removal・GAN-based enhancement・state space models・visual signal processing

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• Image Deraining with Frequency-Enhanced State Space Model2025 · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 15475 LNCS
• Multiple Adverse Weather Removal Using Masked-Based Pre-Training and Dual-Pooling Adaptive Convolution2024 · IEEE Access 12
• MSARNet: Efficient JPEG Artifact Removal Using Multi-Stage Style Network2024 · Digest of Technical Papers - IEEE International Conference on Consumer Electronics 2024年01月
• Edge-Guided Low-Light Image Enhancement Based on GAN with Effective Modules2024 · European Signal Processing Conference

• 信号処理技術を用いた非局所的深層学習による画像の劣化除去2023 · -
• 信号処理と深層学習の融合による高速高精細画像復元に関する研究2020 · -
• 位相情報を用いた物体認識のための高精度位置・姿勢推定に関する研究2017 · -

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