updated: 22 May 2026

Papers

Journal Papers

1. Assessment of Early Gastric Cancer Visibility in Deep-Learning-Based Virtual Indigo Carmine Chromoendoscopy (with video)
   Ayaka Takasu, Sho Suzuki, Yusuke Monno, Masaki Minai, Toshiaki Hirasawa, Hiroyuki Yamamoto, Fumiaki Ishibashi, Toshihiro Nishizawa, Masatoshi Okutomi and Tomohiro Tada
   Endoscopy INTERNATIONAL OPEN, pp.1-21, January 2026
   
   
2. Reflection Removal Using Recurrent Polarization-to-Polarization Network
   Wenjiao Bian, Yusuke Monno and Masatoshi Okutomi
   Machine Vision and Applications, Vol.37, article number 77, pp.1-14, May 2026
   
   
3. Generative chromoendoscopy for gastric neoplasms: A multicenter prospective study
   Sho Suzuki, Yusuke Monno, Hiroyuki Yamamoto, Ayaka Takasu, Toshiaki Hirasawa, Toshihiro Nishizawa, Shun Ito, Fumiaki Ishibashi, Masatoshi Okutomi and Tomohiro Tada
   Endoscopy, 2026 (to appear)
   
   

International Conference Papers

1. Deep-Learning-Based Virtual Chromoendoscopy for Gastric Neoplasms: A Multicenter Prospective Human Trial
   Sho Suzuki, Yusuke Monno, Hiroyuki Yamamoto, Ayaka Takasu, Toshiaki Hirasawa, Toshihiro Nishizawa, Shun Ito, Fumiaki Ishibashi, Masatoshi Okutomi and Tomohiro Tada
   Digestive Disease Week 2026 (DDW2026), May 2026 (to appear)
   
   
2. Dashcam-Based 3D Building Generation and Augmentation to Open Geospatial Platform
   Masahiko Murakami, Juan Lorenzo Hagad, Eiichiro Yoshioka, Kenichi Yamashita, Kenji Akita, Daisuke Fujioka, Akira Mimura, Osamu Sugahara, Keiichi Matsubara, Seiichi Kataoka, Yuuichi Tanaka, Yusuke Monno and Masatoshi Okutomi
   IEEE Intelligent Vehicles Symposium (IV2026), June 2026 (to appear)
   
   
3. Besegnet: A Bone Erosion Segmentation Network for Rheumatoid Arthritis in Conventional Radiography
   Songxiao Yang, Haolin Wang, Tamotsu Kamishima, Masayuki Ikebe, Yafei Ou and Masatoshi Okutomi
   the 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2026), July 2026 (to appear)
   
   
4. Gastroendoscopy View Synthesis: A New Real Dataset and Evaluation
   Masaki Minai, Yusuke Monno, Sho Suzuki and Masatoshi Okutomi
   the 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2026), July 2026 (to appear)
   
   
5. Virtual Chromoendscopy with Tunable Visibility Enhancement
   Yuhi Kanno, Yusuke Monno, Sho Suzuki, Tomohiro Tada and Masatoshi Okutomi
   the 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2026), July 2026 (to appear)
   
   
6. Joint 2D-3D Segmentation and Association in Street-level Imaging
   Amir Melnikov, Masayuki Tanaka, Yusuke Monno and Masatoshi Okutomi
   28th International Conference on Pattern Recognition (ICPR2026), August 2026 (to appear)
   
   
7. Multi-Camera Multi-Object Tracking Based on Epipolar Distance and Appearance Similarity
   Masamune Oka, Masayuki Tanaka, Takashi Shibata and Masatoshi Okutomi
   28th International Conference on Pattern Recognition (ICPR2026), August 2026 (to appear)
   
   
8. CPDDNet: Color-Polarization Denoising and Demosaicking Network
   Qihang Zhang, Yusuke Monno, Masayuki Tanaka and Masatoshi Okutomi
   IEEE International Conference on Image Processing (ICIP2026), September 2026 (to appear)
   
   
9. Leveraging NeRF-Rendered Images for 3D Gaussian Splatting
   Mizuki Morikawa, Yuta Shimizu, Chunyu Li, Yusuke Monno and Masatoshi Okutomi
   IEEE International Conference on Image Processing (ICIP2026), September 2026 (to appear)
   
   

Domestic Conference Papers

1. Deep-Learning-Based Virtual Chromoendoscopy for Gastric Neoplasms: A Multicenter Prospective Human Trial
   鈴木翔, 紋野雄介, 多田智裕
   第111回日本消化器内視鏡学会総会, May 2026 (to appear)
   
   
2. ドライブレコーダ映像からの3次元生成モデルによる建物アセット生成とその評価に基づく3次元地図生成
   村上雅彦, 楊溢華, Hagad Juan Lorenzo, 吉岡英一郎, 山下健一, 秋田憲史, 藤岡大介, 三村明, 菅原修, 松原圭一, 片岡誠一, 田中祐一, 紋野雄介, 奥富正敏
   第32回画像センシングシンポジウム（SSII2026）, June 2026 (to appear)
   
   
3. X 線手関節骨データセットの構築と解剖学的プライアを用いたデュアルパス統合ネットワークによる手関節骨セグメンテーション
   楊 松暁, 王 昊霖, 付 尭, 神島 保, 池辺 将之、 欧 亜非, 奥富正敏
   第32回画像センシングシンポジウム（SSII2026）, June 2026 (to appear)
   
   
4. NeRFによる生成画像を利用した3D Gaussian Splatting
   清水優太, 森川瑞生, 李 淳雨, 紋野雄介, 奥富正敏
   第32回画像センシングシンポジウム（SSII2026）, June 2026 (to appear)
   
   
5. 偏光カメラに対するデノイジングとデモザイキングのためのベンチマーク構築
   Muhamad Daniel Ariff Bin Abdul Rahman, 紋野雄介, 田中正行, 奥富正敏
   第32回画像センシングシンポジウム（SSII2026）, June 2026 (to appear)
   
   
6. 転移学習のための事前学習における多クラスヒンジ損失
   キム ワンジク, 田中正行, 奥富正敏, 野里博和
   第32回画像センシングシンポジウム（SSII2026）, June 2026 (to appear)
   
   

Awards

1. Graduate School Research Award, Society of Automotive Engineers of Japan [testimonial]
   LIU Zihua
   February, 2026
   
   
2. Open Innovator Excellent Award, The Open Innovation Platform of Institute of Science Tokyo [testimonial]
   MONNO Yusuke
   March, 2026
   
   
3. 優秀発表賞, Dept. of Systems and Control Engineering, Institute of Science Tokyo [testimonial]
   KANNO Yuhi
   March, 2026