updated: 4 March 2022

Papers

Journal Papers

1. Stomach 3D Reconstruction Using Virtual Chromoendoscopic Images
   Aji Resindra Widya, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Takuji Gotoda and Kenji Miki
   IEEE Journal of Translational Engineering in Health & Medicine, Vol.9, pp.1700211-1-11, February 2021
   
   
2. Gradient-domain image reconstruction framework using chroma-preserving intensity-range and base-structure constraints
   Takashi Shibata, Masayuki Tanaka and Masatoshi Okutomi
   Journal of Electronic Imaging, Vol.30, No.2, pp.023032-1-22, April 2021
   
   
3. CNN-Based Classification of Degraded Images without Sacrificing Clean Images
   Kazuki Endo, Masayuki Tanaka and Masatoshi Okutomi
   IEEE Access, Vol.9, pp.116094-116104, August 2021
   
   
4. Monochrome and Color Polarization Demosaicking Based on Intensity-Guided Residual Interpolation
   Miki Morimatsu, Yusuke Monno, Masayuki Tanaka, and Masatoshi Okutomi
   IEEE Sensors Journal, Vol.21, Issue.23, pp.26985-26996, (December 2021) October 2021
   
   
5. Pixelwise Dynamic Convolution Neural Network for LiDAR Depth Data Interpolation
   Wonjik Kim, Masayuki Tanaka, Masatoshi Okutom and Yoko Sasaki
   IEEE Sensors Journal, October 2021 (Early Access)
   
   

International Conference Papers

1. Human Segmentation with Dynamic LiDAR Data      arXiv 
   Tao Zhong, Wonjik Kim, Masayuki Tanaka and Masatoshi Okutomi
   Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020), pp.1166-1172, January 2021
   
   
2. Adaptive Future Frame Prediction with Ensemble Network      arXiv 
   Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi and Yoko Sasaki
   Proceedings of ICPR2020 Workshop : International Workshop on Pattern Forecasting (PATCAST), January 2021
   
   
3. Self-supervised monocular depth estimation in gastroendoscopy using GAN-augmented images
   Aji Resindra Widya, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Takuji Gotoda and Kenji Miki
   SPIE Medical Imaging, Proceedings of SPIE Vol. 11596, pp.1159616-1-10, February, 2021
   
   
4. VIO-Aided Structure from Motion Under Challenging Environments      arXiv 
   Zijie Jiang, Hajime Taira, Naoyuki Miyashita and Masatoshi Okutomi
   Proceedings of the 22nd IEEE International Conference on Industrial Technology (ICIT2021), pp.950-957, March 2021
   
   
5. Spectral MVIR: Joint Reconstruction of 3D Shape and Spectral Reflectance      arXiv 
   Chunyu Li, Yusuke Monno and Masatoshi Okutomi
   Proceedings of IEEE International Conference on Computational Photography (ICCP2021), pp.98-109, May 2021
   
   
6. Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU      arXiv 
   Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata and Masatoshi Okutomi
   Proceedings of the 17th International Conference on Machine Vision Applications (MVA2021), pp.O1-1-4-1-6, July 2021
   
   
7. Recurrent RLCN-Guided Attention Network for Single Image Deraining
   Yizhou Li, Yusuke Monno and Masatoshi Okutomi
   Proceedings of the 17th International Conference on Machine Vision Applications (MVA2021), pp.P2-10-1-5, July 2021
   
   
8. Video-Based Camera Localization Using Anchor View Detection and Recursive 3D Reconstruction      arXiv 
   Hajime Taira, Koki Onbe, Naoyuki Miyashita and Masatoshi Okutomi
   Proceedings of the 17th International Conference on Machine Vision Applications (MVA2021), pp.P3-10-1-5, July 2021
   
   
9. Geometric Data Augmentation Based on Feature Map Ensemble      arXiv 
   Takashi Shibata, Masayuki Tanaka and Masatoshi Okutomi
   Proceedings of IEEE International Conference on Image Processing (ICIP2021), pp.904-908, September 2021
   
   
10. Learning-Based Depth and Pose Estimation for Monocular Endoscope with Loss Generalization
    Aji Resindra Widya, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Takuji Gotoda and Kenji Miki
    Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2021), pp.3547-3552, October 2021
    
    

Domestic Conference Papers

1. ロバストで高精度な３次元再構成に向けて
   奥富正敏
   動体計測研究会（invited）, May 2021
   
   
2. Polarimetric MVIR: カラー偏光画像を用いたマルチビューインバースレンダリングによる高精細３次元復元
   趙 金雨, 紋野雄介, 奥富正敏
   第27回画像センシングシンポジウム（SSII2021）, pp.SO1-04-1-8, June 2021
   
   
3. 多様な劣化水準に対応可能な劣化画像のクラス分類ネットワーク
   遠藤和紀, 田中正行, 奥富正敏
   第27回画像センシングシンポジウム（SSII2021）, pp.SO1-16-1-8, June 2021
   
   
4. 多露光カラーフィルタアレイを用いた深層学習によるスナップショットHDR画像生成
   岡本悠太郎, 須田武流, 田中正行, 紋野雄介, 奥富正敏
   第27回画像センシングシンポジウム（SSII2021）, pp.SO1-23-1-8, June 2021
   
   
   

Articles

1. 畳み込みニューラルネットワークを用いた劣化画像のクラス分類
   遠藤和紀, 田中正行, 奥富正敏
   画像ラボ, 日本工業出版, Vol.32, No.3, pp.52-58, March 2021
   
   
   

Patents

6 patents

Awards

1. Graduate Major in Systems and Control Engineering 優秀論文発表賞 [testimonial]
   Hironori Hidaka
   March 2021
   
   
2. Best Paper Award, Symposium on Sensing via Image Information [testimonial]
   Chunyu Li, Yusuke Monno, Hironori Hidaka and Masatoshi Okutomi
   June 2021
   
   
3. FY 2021 Tokyo Merit Award (Technology Promotion) [testimonial]
   Masatoshi Okutomi
   October 2021
   
   
4. Tokyo Tech Young Investigator Engineering Award [testimonial]
   Yusuke Monno
   October 2021