| 2026 | EACL | CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning. | Van-Quang Nguyen, Takayuki Okatani |
| 2025 | AAAI | Action-Agnostic Point-Level Supervision for Temporal Action Detection. | Shuhei M. Yoshida, Takashi Shibata, Makoto Terao, Takayuki Okatani, Masashi Sugiyama |
| 2025 | CVPR | TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos. | Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani |
| 2025 | ICML | Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection. | Kang-Jun Liu, Masanori Suganuma, Takayuki Okatani |
| 2025 | IJCAI | MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval. | Naoya Sogi, Takashi Shibata, Makoto Terao, Masanori Suganuma, Takayuki Okatani |
| 2025 | SMC | Time-Frequency-Spatial Neural Architecture for Decoding Visual Signals from Macaque ECoG. | Changqing Ji, Keisuke Kawasaki, Isao Hasegawa, Takayuki Okatani |
| 2025 | WACV | Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method. | Yan Zeng, Masanori Suganuma, Takayuki Okatani |
| 2025 | WACV | RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. | Han Zou, Masanori Suganuma, Takayuki Okatani |
| 2024 | ICPR | Temporal Insight Enhancement: Mitigating Temporal Hallucination in Video Understanding by Multimodal Large Language Models. | Li Sun, Liuan Wang, Jun Sun, Takayuki Okatani |
| 2024 | ICRA | Globalizing Local Features: Image Retrieval Using Shared Local Features with Pose Estimation for Faster Visual Localization. | Wenzheng Song, Ran Yan, Boshu Lei, Takayuki Okatani |
| 2024 | WACV | SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers. | Xiangyong Lu, Masanori Suganuma, Takayuki Okatani |
| 2024 | WACV | Appearance-Based Curriculum for Semi-Supervised Learning with Multi-Angle Unlabeled Data. | Yuki Tanaka, Shuhei M. Yoshida, Takashi Shibata, Makoto Terao, Takayuki Okatani, Masashi Sugiyama |
| 2024 | WACV | Contextual Affinity Distillation for Image Anomaly Detection. | Jie Zhang, Masanori Suganuma, Takayuki Okatani |
| 2023 | CVPR | How Do Label Errors Affect Thin Crack Detection by DNNs. | Liang Xu, Han Zou, Takayuki Okatani |
| 2023 | CVPR | Geometry Enhanced Reference-based Image Super-resolution. | Han Zou, Liang Xu, Takayuki Okatani |
| 2023 | ICIP | Prompt Prototype Learning Based on Ranking Instruction For Few-Shot Visual Tasks. | Li Sun, Liuan Wang, Jun Sun, Takayuki Okatani |
| 2023 | ICIP | Accurate Single-Image Defocus Deblurring Based on Improved Integration with Defocus Map Estimation. | Qian Ye, Masanori Suganuma, Takayuki Okatani |
| 2023 | INDIN | Network Pruning and Fine-tuning for Few-shot Industrial Image Anomaly Detection. | Jie Zhang, Masanori Suganuma, Takayuki Okatani |
| 2023 | WACV | Zero-shot versus Many-shot: Unsupervised Texture Anomaly Detection. | Toshimichi Aota, Lloyd Teh Tzer Tong, Takayuki Okatani |
| 2022 | ACCV | Bright as the Sun: In-depth Analysis of Imagination-Driven Image Captioning. | Huyen Thi Thanh Tran, Takayuki Okatani |
| 2022 | CVPR | Symmetry-aware Neural Architecture for Embodied Visual Exploration. | Shuang Liu, Takayuki Okatani |
| 2022 | ECCV | GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2021 | ICCV | Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes. | Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta, Takayuki Okatani |
| 2021 | ICCV | Learning to Bundle-adjust: A Graph Network Approach to Faster Optimization of Bundle Adjustment for Vehicular SLAM. | Tetsuya Tanaka, Yukihiro Sasagawa, Takayuki Okatani |
| 2021 | IJCAI | Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2020 | ACCV | Hyperparameter-Free Out-of-Distribution Detection Using Cosine Similarity. | Engkarat Techapanurak, Masanori Suganuma, Takayuki Okatani |
| 2020 | CVPR | Removal of Image Obstacles for Vehicle-mounted Surrounding Monitoring Cameras by Real-time Video Inpainting. | Yoshihiro Hirohashi, Kenichi Narioka, Masanori Suganuma, Xing Liu, Yukimasa Tamatsu, Takayuki Okatani |
| 2020 | ECCV | Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2020 | WACV | Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors. | Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani |
| 2020 | WACV | Toward Explainable Fashion Recommendation. | Pongsate Tangseng, Takayuki Okatani |
| 2019 | CVPR | Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration. | Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani |
| 2019 | CVPR | Multi-Task Learning of Hierarchical Vision-Language Representation. | Duy-Kien Nguyen, Takayuki Okatani |
| 2019 | CVPR | Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. | Masanori Suganuma, Xing Liu, Takayuki Okatani |
| 2019 | ICCV | Visualization of Convolutional Neural Networks for Monocular Depth Estimation. | Junjie Hu, Yan Zhang, Takayuki Okatani |
| 2019 | IROS | A Generative Model of Underwater Images for Active Landmark Detection and Docking. | Shuang Liu, Mete zay, Hongli Xu, Yang Lin, Takayuki Okatani |
| 2019 | WACV | Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps With Accurate Object Boundaries. | Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani |
| 2019 | WACV | Video-Rate Video Inpainting. | Rito Murase, Yan Zhang, Takayuki Okatani |
| 2018 | AAAI | Training CNNs With Normalized Kernels. | Mete zay, Takayuki Okatani |
| 2018 | CVPR | Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering. | Duy-Kien Nguyen, Takayuki Okatani |
| 2018 | CVPR | Feature Quantization for Defending Against Distortion of Images. | Zhun Sun, Mete Ozay, Yan Zhang, Xing Liu, Takayuki Okatani |
| 2018 | ICML | Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. | Masanori Suganuma, Mete Ozay, Takayuki Okatani |
| 2018 | ICPR | Deep Structured Energy-Based Image Inpainting. | Fazil Altinel, Mete Ozay, Takayuki Okatani |
| 2018 | WACV | Recommending Outfits from Personal Closet. | Pongsate Tangseng, Kota Yamaguchi, Takayuki Okatani |
| 2017 | CVPR | Self-Calibration-Based Approach to Critical Motion Sequences of Rolling-Shutter Structure from Motion. | Eisuke Ito, Takayuki Okatani |
| 2017 | ICCV | Truncating Wide Networks Using Binary Tree Architectures. | Yan Zhang, Mete Ozay, Shuohao Li, Takayuki Okatani |
| 2016 | ACCV | Learning to Describe E-Commerce Images from Noisy Online Data. | Takuya Yashima, Naoaki Okazaki, Kentaro Inui, Kota Yamaguchi, Takayuki Okatani |
| 2016 | ECCV | Design of Kernels in Convolutional Neural Networks for Image Classification. | Zhun Sun, Mete Ozay, Takayuki Okatani |
| 2016 | ECCV | Automatic Attribute Discovery with Neural Activations. | Sirion Vittayakorn, Takayuki Umeda, Kazuhiko Murasaki, Kyoko Sudo, Takayuki Okatani, Kota Yamaguchi |
| 2016 | ICPR | Integrating deep features for material recognition. | Yan Zhang, Mete Ozay, Xing Liu, Takayuki Okatani |
| 2016 | PACLIC | Recognizing Open-Vocabulary Relations between Objects in Images. | Masayasu Muraoka, Sumit Maharjan, Masaki Saito, Kota Yamaguchi, Naoaki Okazaki, Takayuki Okatani, Kentaro Inui |
| 2015 | BMVC | Change Detection from a Street Image Pair using CNN Features and Superpixel Segmentation. | Ken Sakurada, Takayuki Okatani |
| 2015 | BMVC | Mix and Match: Joint Model for Clothing and Attribute Recognition. | Kota Yamaguchi, Takayuki Okatani, Kyoko Sudo, Kazuhiko Murasaki, Yukinobu Taniguchi |
| 2015 | CVPR | Transformation of Markov Random Fields for marginal distribution estimation. | Masaki Saito, Takayuki Okatani |
| 2015 | WACV | Detecting Building-Level Changes of a City Using Street Images and a 2D City Map. | Daiki Tetsuka, Takayuki Okatani |
| 2014 | ACCV | Separation of Reflection Components by Sparse Non-negative Matrix Factorization. | Yasuhiro Akashi, Takayuki Okatani |
| 2014 | ACCV | Understanding Convolutional Neural Networks in Terms of Category-Level Attributes. | Makoto Ozeki, Takayuki Okatani |
| 2014 | ACCV | Massive City-Scale Surface Condition Analysis Using Ground and Aerial Imagery. | Ken Sakurada, Takayuki Okatani, Kris M. Kitani |
| 2013 | CVPR | Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space. | Masaki Saito, Takayuki Okatani, Koichiro Deguchi |
| 2013 | CVPR | Detecting Changes in 3D Structure of a Scene from Multi-view Images Captured by a Vehicle-Mounted Camera. | Ken Sakurada, Takayuki Okatani, Koichiro Deguchi |
| 2012 | CVPR | Optimal integration of photometric and geometric surface measurements using inaccurate reflectance/illumination knowledge. | Takayuki Okatani, Koichiro Deguchi |
| 2012 | CVPR | Application of the mean field methods to MRF optimization in computer vision. | Masaki Saito, Takayuki Okatani, Koichiro Deguchi |
| 2012 | ICPR | Recognizing surface qualities from natural images based on learning to rank. | Takashi Abe, Takayuki Okatani, Koichiro Deguchi |
| 2011 | ICCV | Efficient algorithm for low-rank matrix factorization with missing components and performance comparison of latest algorithms. | Takayuki Okatani, Takahiro Yoshida, Koichiro Deguchi |
| 2011 | ISMAR | Accurate and robust planar tracking based on a model of image sampling and reconstruction process. | Eisuke Ito, Takayuki Okatani, Koichiro Deguchi |
| 2010 | ACCV | Flexible Online Calibration for a Mobile Projector-Camera System. | Daisuke Abe, Takayuki Okatani, Koichiro Deguchi |
| 2009 | CVPR | On bias correction for geometric parameter estimation in computer vision. | Takayuki Okatani, Koichiro Deguchi |
| 2009 | ICCV | Improving accuracy of geometric parameter estimation using projected score method. | Takayuki Okatani, Koichiro Deguchi |
| 2009 | PSIVT | Shape Reconstruction by Combination of Structured-Light Projection and Photometric Stereo Using a Projector-Camera System. | Tomoya Okazaki, Takayuki Okatani, Koichiro Deguchi |
| 2007 | CVPR | Variational Bayes Based Approach to Robust Subspace Learning. | Takayuki Okatani, Koichiro Deguchi |
| 2007 | CVPR | Estimating Scale of a Scene from a Single Image Based on Defocus Blur and Scene Geometry. | Takayuki Okatani, Koichiro Deguchi |
| 2007 | ICIP | Precise 3-D Measurement using Uncalibrated Pattern Projection. | Rui Ishiyama, Takayuki Okatani, Koichiro Deguchi |
| 2007 | MVA | A Physics-Based Imaging Model of Scanning Electron Microscopes. | Kousuke Kamada, Takayuki Okatani, Koichiro Deguchi |
| 2006 | CVPR | Autocalibration of an Ad Hoc Construction of Multi-Projector Displays. | Takayuki Okatani, Koichiro Deguchi |
| 2006 | ICPR | Video Synchronization Based on Co-occurrence of Appearance Changes in Video Sequences. | Manabu Ushizaki, Takayuki Okatani, Koichiro Deguchi |
| 2006 | IROS | The Importance of Gaze Control Mechanism on Vision-based Motion Control of a Biped Robot. | Shun Ushida, Kousuke Yoshimi, Takayuki Okatani, Koichiro Deguchi |
| 2005 | IROS | 2DOF motion stabilization of biped robot by gaze control strategy. | Shota Takizawa, Shun Ushida, Takayuki Okatani, Koichiro Deguchi |
| 2005 | MVA | HHMM Based Recognition of Human Activity Motion Trajectories in Image Sequences. | Daiki Kawanaka, Shun Ushida, Takayuki Okatani, Koichiro Deguchi |
| 2005 | MVA | Motion Stabilization of Biped Robot by Gaze Control. | Shota Takizawa, Shun Ushida, Takayuki Okatani, Koichiro Deguchi |
| 2004 | CVPR | A Probabilistic Approach to Linear Subspace Fitting for Computer Vision Problems. | Takayuki Okatani |
| 2004 | ICPR | Object Tracking by the Mean-Shift of Regional Color Distribution Combined with the Particle-Filter Algorithm. | Koichiro Deguchi, Oki Kawanaka, Takayuki Okatani |
| 2004 | ICPR | A Color-based Tracking by Kalman Particle Filter. | Yoshinori Satoh, Takayuki Okatani, Koichiro Deguchi |
| 2004 | IROS | A color-based probabilistic tracking by using graphical models. | Yoshinori Satoh, Takayuki Okatani, Koichiro Deguchi |
| 2003 | CVPR | Toward a Statistically Optimal Method for Estimating Geometric Relations from Noisy Data: Cases of Linear Relations. | Takayuki Okatani, Koichiro Deguchi |
| 2003 | ICCV | Autocalibration of a Projector-Screen-Camera System: Theory and Algorithm for Screen-to-Camera Homography Estimation. | Takayuki Okatani, Koichiro Deguchi |
| 2003 | IROS | Tracking multiple three-dimensional motions by using modified condensation algorithm and multiple images. | Koji Hamasaki, Taira Nakajima, Takayuki Okatani, Koichiro Deguchi |
| 2002 | ICPR | Robust Estimation of Camera Translation Between Two Images Using a Camera With a 3D Orientation Sensor. | Takayuki Okatani, Koichiro Deguchi |
| 2002 | IROS | A motion tracking by extracting 3D feature of moving objects with binocular cooperative fixation. | Yoshinori Satoh, Tomohiro Nakagawa, Takayuki Okatani, Koichiro Deguchi |
| 2002 | MVA | 3-Dimensional Tracking of Multiple Object Motions from Multi-view Images by Mixed-state CONDENSATION Algorithm. | Koichiro Deguchi, Koji Hamasaki, Taira Nakajima, Takayuki Okatani |
| 2001 | CVPR | On Photometric Aspects of Catadioptric Cameras. | Takayuki Okatani, Koichiro Deguchi |
| 2000 | ICPR | Estimation of Illumination Distribution Using a Specular Sphere. | Takayuki Okatani, Koichiro Deguchi |
| 2000 | MVA | Yet Another Appearance-Based Method for Pose Estimation Based on a linear Model. | Takayuki Okatani, Koichiro Deguchi |
| 2000 | MVA | Recovering Camera Motion from Image Sequence Based on Registration of Silhouette Cones: Shape from Silhouette Using a Mobile Camera with a Gyro Sensor. | Takayuki Okatani, Koichiro Deguchi |
| 1998 | ACCV | On the Classification of Singular Points for the Global Shape from Shading Problem: A Study of the Constraints Imposed by Isophotes. | Takayuki Okatani, Koichiro Deguchi |
| 1998 | ACCV | Determination of Sign of Gaussian Curvature of Surface Having General Reflectance Property. | Takayuki Okatani, Koichiro Deguchi |
| 1998 | ICPR | On identification of singular points using photometric invariants for global shape from shading problem. | Takayuki Okatani, Koichiro Deguchi |
| 1996 | ICPR | Reconstructing shape from shading with a point light source at the projection center: shape reconstruction from an endoscope image. | Takayuki Okatani, Koichiro Deguchi |