Publications
Neural Density-Distance Fields
In European Conference on Computer Vision (ECCV) 2022
Itsuki Ueda, Yoshihiro Fukuhara, Hirokatsu Kataoka, Hiroaki Aizawa, Hidehiko Shishido, Itaru Kitahara
Project PagePDF
Tomato’s Ripeness Segmentor with Transformers
In The 3rd International Workshop and Prize Challenge on Agriculture-Vision: Challenges & Opportunities for Computer Vision in Agriculture in conjunction with IEEE/CVF CVPR 2022
Risa Shinoda, Hirokatsu Kataoka, Kensho Hara
Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge
In arXiv 2022
Shintaro Yamamoto, Hirokatsu Kataoka, Ryota Suzuki, Seitaro Shinagawa, Shigeo Morishima
PDF
Spatiotemporal Initialization for 3D CNNs with Generated Motion Patterns
In Winter Conference on Applications of Computer Vision (WACV) 2022
Hirokatsu Kataoka, Eisuke Yamagata, Kensho Hara, Ryusuke Hayashi, Nakamasa Inoue
Project Page
Formula-driven Supervised Learning with Recursive Tiling Patterns
In ICCV 2021 Workshop on Human-centric Trustworthy Computer Vision (HTCV) 2021
Hirokatsu Kataoka, Asato Matsumoto, Eisuke Yamagata, Ryosuke Yamada, Nakamasa Inoue, Yutaka Satoh
Project PagePDF
Describing and Localizing Multiple Change with Transformers
In International Conference on Computer Vision (ICCV) 2021
Yue Qiu*, Shintaro Yamamoto*, Kodai Nakashima, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, Yutaka Satoh
Project PagePDF
A Case Study on User Evaluation of Scientific Publication Summarization by Japanese Students
In Applied Sciences 2021, 11(14), 6287
Shintaro Yamamoto, Ryota Suzuki, Tsukasa Fukusato, Hirokatsu Kataoka, Shigeo Morishima
PDF
MV-FractalDB: Formula-driven Supervised Learning for Multi-view Image Recognition
In International Conference on Intelligent Robots and Systems (IROS) 2021
Ryosuke Yamada, Ryo Takahashi, Ryota Suzuki, Akio Nakamura, Yusuke Yoshiyasu, Ryusuke Sagawa, Hirokatsu Kataoka
Project Page
Robust Self-Trained Person Detection for Vulnerable Road Users
In CVPR 2021 Workshop on Beyond Fairness: Towards a Just, Equitable, and Accountable Computer Vision (BeyondFairCV) 2021
Shunsuke Kogure, Kai Watabe, Ryosuke Yamada, Yoshimitsu Aoki, Akio Nakamura, Hirokatsu Kataoka
Project PagePDF
Rethinking Training Data for Mitigating Representation Biases in Action Recognition
In CVPR 2021 Workshop on Large Scale Holistic Video Understanding 2021
Kensho Hara, Yuchi Ishikawa, Hirokatsu Kataoka
Alleviating Over-segmentation Errors by Detecting Action Boundaries
In Winter Conference on Applications of Computer Vision (WACV) 2021
Yuchi Ishikawa, Seito Kasai, Yoshimitsu Aoki, Hirokatsu Kataoka
Project PagePDFCode
Viewpoint-agnostic Image Rendering
In Winter Conference on Applications of Computer Vision (WACV) 2021
Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato
Project PagePDF
Pre-training without Natural Images
In Asian Conference on Computer Vision (ACCV) 2020 , Best Paper Honorable Mention Award
Hirokatsu Kataoka, Kazushige Okayasu, Asato Matsumoto, Eisuke Yamagata, Ryosuke Yamada, Nakamasa Inoue, Akio Nakamura, Yutaka Satoh
Project PagePDFCodeVideo
3D-Aware Scene Change Captioning from Multiview Images
In IEEE Robotics and Automation Letters (RA-L) with IROS presentation 2020
Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka
PDF
Initialization Using Perlin Noise for Training Networks with a Limited Amount of Data
In International Conference on Pattern Recognition (ICPR) 2020
Nakamasa Inoue*, Eisuke Yamagata*, Hirokatsu Kataoka
PDF
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation
In International Conference on Pattern Recognition (ICPR) 2020
Takehiko Ohkawa, Naoto Inoue, Hirokatsu Kataoka, Nakamasa Inoue
PDF
Adversarial Knowledge Distillation for a Compact Generator
In International Conference on Pattern Recognition (ICPR) 2020
Hideki Tsunashima, Shigeo Morishima, Junji Yamato, Qiu Chen, Hirokatsu Kataoka
PDF
Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location
In International Conference on Pattern Recognition (ICPR) 2020
Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato
Project PagePDF
Retrieving and Highlighting Action with Spatiotemporal Reference
In IEEE International Conference on Image Processing (ICIP) 2020
Seito Kasai, Yuchi Ishikawa, Masaki Hayashi, Yoshimitsu Aoki, Kensho Hara, Hirokatsu Kataoka
PDF
Joint Pedestrian Detection and Risk-level Prediction with Motion-Representation-by-Detection
In International Conference on Robotics and Automation (ICRA) 2020
Hirokatsu Kataoka, Teppei Suzuki, Kodai Nakashima, Yutaka Satoh, Yoshimitsu Aoki
PDF
Joking AI via Visual Cues
In Human Computer Interaction International (HCI) 2020
Ryota Suzuki, Kota Yoshida, Munetaka Minoguchi, Kazuki Tsubura, Takumu Ikeya, Akio Nakamura, Hirokatsu Kataoka
PDF
What Do Adversarially Robust Models Look At?
In arXiv 2019
Takahiro Itazuri*, Yoshihiro Fukuhara*, Hirokatsu Kataoka, Shigeo Morishima
PDF
Incorporating 3D Information Into Visual Question Answering
In International Conference on 3D Vision (3DV) 2019
Yue Qiu, Yutaka Satoh, Ryota Suzuki, Hirokatsu Kataoka
PDF
Visual Question Answering with RGB-D Images
In CVPR 2019 Workshop on Women in Computer Vision (WiCV) 2019
Yue Qiu, Yutaka Satoh, Hirokatsu Kataoka, Ryota Suzuki
Unsupervised Out-of-context Action Understanding
In IEEE International Conference on Robotics and Automation (ICRA) 2019
Hirokatsu Kataoka, Yutaka Satoh
PDF