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Describing and Localizing Multiple Changes with Transformers


Mar 25, 2021
Yue Qiu, Shintaro Yamamoto, Kodai Nakashima, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, Yutaka Satoh

* 18 pages, 15 figures, project page: https://cvpaperchallenge.github.io/Describing-and-Localizing-Multiple-Change-with-Transformers/ 

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Pre-training without Natural Images


Jan 21, 2021
Hirokatsu Kataoka, Kazushige Okayasu, Asato Matsumoto, Eisuke Yamagata, Ryosuke Yamada, Nakamasa Inoue, Akio Nakamura, Yutaka Satoh

* ACCV 2020 Best Paper Honorable Mention Award, Codes are publicly available: https://github.com/hirokatsukataoka16/FractalDB-Pretrained-ResNet-PyTorch 

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Weakly Supervised Dataset Collection for Robust Person Detection


May 01, 2020
Munetaka Minoguchi, Ken Okayama, Yutaka Satoh, Hirokatsu Kataoka

* Project page: https://github.com/cvpaperchallenge/FashionCultureDataBase_DLoader The paper is under consideration at Pattern Recognition Letters 

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Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?


Apr 10, 2020
Hirokatsu Kataoka, Tenga Wakamiya, Kensho Hara, Yutaka Satoh

* Codes and pre-trained models are publicly available: https://github.com/kenshohara/3D-ResNets-PyTorch 

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Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB


Apr 08, 2018
Tomoyuki Suzuki, Hirokatsu Kataoka, Yoshimitsu Aoki, Yutaka Satoh

* Accepted to CVPR 2018 

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Drive Video Analysis for the Detection of Traffic Near-Miss Incidents


Apr 07, 2018
Hirokatsu Kataoka, Teppei Suzuki, Shoko Oikawa, Yasuhiro Matsui, Yutaka Satoh

* Accepted to ICRA 2018 

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Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?


Apr 02, 2018
Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh

* Accepted to CVPR 2018 

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Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition


Aug 25, 2017
Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh

* To appear in ICCV 2017 Workshop (Chalearn) 

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Collaborative Descriptors: Convolutional Maps for Preprocessing


May 10, 2017
Hirokatsu Kataoka, Kaori Abe, Akio Nakamura, Yutaka Satoh

* CVPR 2017 Workshop Submission 

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Changing Fashion Cultures


Mar 23, 2017
Kaori Abe, Teppei Suzuki, Shunya Ueta, Akio Nakamura, Yutaka Satoh, Hirokatsu Kataoka

* 9 pages, 9 figures 

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Semantic Change Detection with Hypermaps


Mar 16, 2017
Teppei Suzuki, Soma Shirakabe, Yudai Miyashita, Akio Nakamura, Yutaka Satoh, Hirokatsu Kataoka


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Motion Representation with Acceleration Images


Aug 30, 2016
Hirokatsu Kataoka, Yun He, Soma Shirakabe, Yutaka Satoh


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Human Action Recognition without Human


Aug 29, 2016
Yun He, Soma Shirakabe, Yutaka Satoh, Hirokatsu Kataoka


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Dominant Codewords Selection with Topic Model for Action Recognition


May 01, 2016
Hirokatsu Kataoka, Masaki Hayashi, Kenji Iwata, Yutaka Satoh, Yoshimitsu Aoki, Slobodan Ilic

* in CVPRW16 

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Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection


Sep 25, 2015
Hirokatsu Kataoka, Kenji Iwata, Yutaka Satoh

* 5 pages, 3 figures 

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