updated: 19 September 2024

Papers

Journal Papers

1. Diagnostic performance of deep-learning-based virtual chromoendoscopy in gastric neoplasms
   Sho Suzuki, Yusuke Monno, Ryo Arai, Masaki Miyaoka, Yosuke Toya, Mitsuru Esaki, Takuya Wada, Waku Hatta, Ayaka Takasu, Shigeaki Nagao, Fumiaki Ishibashi, Yohei Minato, Kenichi Konda, Takahiro Dohmen, Akihiro Sugita, Kenji Miki and Masatoshi Okutomi
   Gastric Cancer, Springer, Vol.27, pp.539-547, January 2024
   
   
2. Dual-Pixel Raindrop Removal
   Yizhou Li, Yusuke Monno and Masatoshi Okutomi
   IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.1-15, August 2024 (Early Access)
   
   
3. Degraded image classification using knowledge distillation and robust data augmentations
   Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi and Kazuki Endo
   IEICE Transactions on Information and Systems, Vol.E107-D, No.12, December 2024 (to appear)
   
   

International Conference Papers

1. Polarimetric PatchMatch Multi-View Stereo      CVF open access       arXiv 
   Jinyu Zhao, Jumpei Oishi, Yusuke Monno and Masatoshi Okutomi
   Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2024), pp.3464-3472, January 2024
   
   
2. Global Occlusion-Aware Transformer for Robust Stereo Matching      CVF open access       arXiv 
   Zihua Liu, Yizhou Li and Masatoshi Okutomi
   Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2024), pp.3523-3532, January 2024
   
   
3. Multi-Modal Pedestrian Detection via Dual-Regressor and Object-Based Training for One-Stage Object Detection Network
   Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata and Masatoshi Okutomi
   Electronic Imaging (EI2024), pp.111-1-6, January 2024
   
   
4. Gradient-Based Image Visualization for Noisy LWIR Image
   Taichi Nakano, Masayuki Tanaka and Masatoshi Okutomi
   Electronic Imaging (EI2024), pp.144-1-5, January 2024
   
   
5. Joint Design of Camera Spectral Sensitivity and Color Correction Matrix with Noise Consideration
   Xinyue Yu, Masayuki Tanaka, Yusuke Monno and Masatoshi Okutomi
   Electronic Imaging (EI2024), pp.286-1-6, January 2024
   HIGHLIGHTS2024
   
   
6. Self-Supervised Spatially Variant PSF Estimation for Aberration-Aware Depth-from-Defocus
   Zhuofeng Wu, Yusuke Monno and Masatoshi Okutomi
   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2024), pp.2560-2564, April 2024
   
   
7. Reflection Removal Using Recurrent Polarization-to-Polarization Network
   Wenjiao Bian, Yusuke Monno and Masatoshi Okutomi
   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2024), pp.2570-2574, April 2024
   
   
8. CFDNet: A Generalizable Foggy Stereo Matching Network with Contrastive Feature Distillation      arXiv 
   Zihua Liu, Yizhou Li and Masatoshi Okutomi
   IEEE International Conference on Robotics and Automation (ICRA2024), pp.16402-16408, May 2024
   
   
9. Diagnostic Performance of Deep-Learning-Based Virtual Chromoendoscopy in Gastric Neoplasms
   Sho Suzuki, Yusuke Monno, Ryo Arai, Masaki Miyaoka, Yosuke Toya, Mitsuru Esaki, Takuya Wada, Waku Hatta, Ayaka Takasu, Shigeaki Nagao, Fumiaki Ishibashi, Yohei Minato, Kenichi Konda, Takahiro Dohmen, Akihiro Sugita, Kenji Miki and Masatoshi Okutomi
   Digestive Disease Week (DDW2024), No.Mo1984, May 2024
   
   
10. VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection      arXiv 
    Zihua Liu, Hiroki Sakuma and Masatoshi Okutomi
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2024), pp.17354-17363, June 2024
    
    
11. Diffusion-Based Adaptation for Classification of Unknown Degraded Images
    Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi and Kazuki Endo
    New Trends in Image Restoration and Enhancement workshop and challenges (NTIRE2024) (CVPR2024 Workshop), June 2024
    
    
12. A Light-weight Universal Medical Segmentation Network for Laptops Based on Knowledge Distillation
    Songxiao Yang, Yizhou Li, Ye Chen, Zhuofeng Wu and Masatoshi Okutomi
    Foundation Models for Medical Vision (CVPR2024 Workshop), Competition:Segment Anything in Medical Images on Laptop, June 2024
    Meritorious Winner Award
    
    
13. Diffusion-Based Adaptation for Classification of Unknown Degraded Images
    Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi and Kazuki Endo
    Eighth International Workshop on Symbolic-Neural Learning (SNL2024), June 2024
    
    
14. Instance-Wise MRI Reconstruction Based on Self-Supervised Implicit Neural Representation
    Songxiao Yang, Yizhou Li and Masatoshi Okutomi
    the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2024), pp.6161-1-4, July 2024
    
    
15. Neural Radiance Fields for Novel View Synthesis in Monocular Gastroscopy
    Zijie Jiang, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki and Kenji Miki
    the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2024), pp.7009-1-5, July 2024
    
    
16. Deep Learning Based Virtual Lugol Chromoendoscopy for Superficial Esophageal Squamous Cell Carcinoma: A Preliminary Study
    Yosuke Toya, Sho Suzuki, Yusuke Monno, Ryo Arai, Masatoshi Okutomi and Takayuki Matsumoto
    United European Gastroenterology Week (UEG Week) 2024, October 2024 (to appear)
    
    
17. Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimization
    Tanapat Ratchatorn and Masayuki Tanaka
    IEEE International Conference on Image Processing (ICIP2024), October 2024 (to appear)
    
    
18. Object Detection Framework Using Multiple Tone Mappings on High-Dynamic-Range Images
    Takumi Watanabe, Rei Kawakami, Masayuki Tanaka and Masatoshi Okutomi
    IEEE International Conference on Image Processing (ICIP2024), October 2024 (to appear)
    
    
19. Disparity Estimation Using a Quad-pixel Sensor      arXiv 
    Zhuofeng Wu, Doehyung Lee, Zihua Liu, Kazunori Yoshizaki, Yusuke Monno and Masatoshi Okutomi
    The 35th British Machine Vision Conference (BMVC2024), November 2024 (to appear)
    
    
20. Few-shot View Synthesis Based on Geometric and Semantic Consistency
    Mizuki Kojima, Rei Kawakami, Masatoshi Okutomi
    The International Conference on Pattern Recognition (ICPR2024), December 2024 (to appear)
    
    

Domestic Conference Papers

1. 意味的および幾何的整合性による少数画像からの任意視点画像生成
   小島瑞貴, 川上玲, 奥富正敏
   電子情報通信学会 総合大会, D-11B-03, March 2024
   
   
2. 機械学習を用いた食道バーチャルヨード内視鏡画像作成の試み
   鳥谷洋右, 紋野雄介, 新井亮, 奥富正敏, 松本主之, 鈴木翔
   第107回日本消化器内視鏡学会総会, May 2024
   
   
3. 収差を考慮したDepth-from-Defocusのための自己教師PSF推定と学習データ生成
   呉卓峰, 紋野雄介, 奥富正敏
   第30回画像センシングシンポジウム（SSII2024）, pp.SO1-04-1-6, June 2024
   
   
4. 偏光情報を利用したPatchMatchマルチビューステレオ
   紋野雄介, 趙金雨, 大石純平, 奥富正敏
   第30回画像センシングシンポジウム（SSII2024）, pp.SO1-07-1-8, June 2024
   
   
5. コントラスティブ特徴蒸留を用いた霧環境に強いステレオマッチングネットワーク
   劉子樺, 李一洲, 奥富 正敏
   第30回画像センシングシンポジウム（SSII2024）, pp.SO3-05-1-8, June 2024
   
   
6. 複数のトーンマッピングを利用したHDR画像のための物体検出手法
   渡邉拓海, 川上玲, 田中正行, 奥富正敏
   第27回画像の認識・理解シンポジウム（MIRU2024）, August 2024
   
   
7. VSRD: 弱教師付き 3D オブジェクト検出のためのインスタンス認識型ボリューム シルエット レンダリング
   （Zihua Liu, Sakuma Hiroki and Masatoshi Okutomi, VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection. IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR2024)）
   Zihua Liu
   第23回情報科学技術フォーラム（FIT2024）トップコンファレンスセッション, September 2024
   
   

Patents

3 patents

Awards

1. Yasujiro NIWA outstading paper award, Tokyo Denki University [testimonial]
   ZHAO Jinyu
   February, 2024
   
   
2. Seiichi Tejima Doctoral Dissertation Award [testimonial]
   KIM Wonjik
   March, 2024
   
   
3. Graduate Major in Systems and Control Engineering 優秀論文発表賞 [testimonial]
   TEZUKA Tatsuhiko
   March, 2024
   
   
4. Meritorious Winner Award, CVPR 2024: Segment Anything In Medical Images On Laptop [testimonial]
   Songxiao Yang, Yizhou Li, Ye Chen, Zhuofeng Wu and Masatoshi Okutomi
   June, 2024