Publications

91 Total

Top-Rank= indicates top-ranked conference/journal in Google Scholar Metrics.
  • Top-Rank

    Hideki Tsunashima, Kosuke Arase, Antony Lam, Hirokatsu Kataoka, “UVIRT—Unsupervised Virtual Try-on Using Disentangled Clothing and Person Features” Sensors, 2020. (Impact Factor: 3.27)

  • Selected Papers Top-Rank

    Hirokatsu Kataoka, Kazushige Okayasu, Asato Matsumoto, Eisuke Yamagata, Ryosuke Yamada, Nakamasa Inoue, Akio Nakamura, Yutaka Satoh, “Pre-training without Natural Images”, Asian Conference on Computer Vision (ACCV), 2020. (Best Paper Honorable Mention Award; Oral Presentation; 3 Strong Accepts)

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, “Indoor Scene Change Captioning based on Multi-modality Data”, Sensors, 2020. (Impact Factor: 3.27)

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, “3D-Aware Scene Change Captioning from Multiview Images,” IEEE Robotics and Automation Letters (RA-L) with IROS presentation, 2020.

  • Top-Rank

    Nakamasa Inoue*, Eisuke Yamagata*, Hirokatsu Kataoka, “Initialization Using Perlin Noise for Training Networks with a Limited Amount of Data,” International Conference on Pattern Recognition (ICPR), 2020. (* indicates equal contribution)

  • Top-Rank

    Takehiko Ohkawa, Naoto Inoue, Hirokatsu Kataoka, Nakamasa Inoue, “Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation”, International Conference on Pattern Recognition (ICPR), 2020. (arXiv pre-print:2003.00187)

  • Top-Rank

    Hideki Tsunashima, Shigeo Morishima, Junji Yamato, Qiu Chen, Hirokatsu Kataoka, “Adversarial Knowledge Distillation for a Compact Generator”, International Conference on Pattern Recognition (ICPR), 2020.

  • Top-Rank

    Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato, “Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location,” International Conference on Pattern Recognition (ICPR), 2020.

  • Selected Papers Top-Rank

    Seito Kasai, Yuchi Ishikawa, Masaki Hayashi, Yoshimitsu Aoki, Kensho Hara, Hirokatsu Kataoka, “Retrieving and Highlighting Action with Spatiotemporal Reference,” IEEE International Conference on Image Processing (ICIP), 2020.

  • Top-Rank

    Kensho Hara, Hirokatsu Kataoka, Masaki Inaba, Kenichi Narioka, Ryusuke Hotta, Yutaka Satoh, “Predicting Vehicles Appearing from Blind Spots Based on Pedestrian Behaviors”, IEEE Intelligent Transportation Systems Conference (ITSC), 2020.

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata, Hirokatsu Kataoka, “Multi-view Visual Question Answering with Active Viewpoint Selection”, Sensors, 2020. (Impact Factor: 3.03)

  • Hirokatsu Kataoka, Tenga Wakamiya, Kensho Hara, Yutaka Satoh, “Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?”, arXiv pre-print:2004.04968, 2020.

  • Munetaka Minoguchi, Ken Okayama, Yutaka Satoh, Hirokatsu Kataoka, “Weakly Supervised Dataset Collection for Robust Person Detection”, arXiv pre-print:2003.12263, 2020.

  • Top-Rank

    Hirokatsu Kataoka, Teppei Suzuki, Kodai Nakashima, Yutaka Satoh, Yoshimitsu Aoki, “Joint Pedestrian Detection and Risk-level Prediction with Motion-Representation-by-Detection”, International Conference on Robotics and Automation (ICRA), 2020. (Acceptance rate: 42.0%; 1st place in Robotics at Google Scholar Metrics)

  • Top-Rank

    Ryota Suzuki, Kota Yoshida, Munetaka Minoguchi, Kazuki Tsubura, Takumu Ikeya, Akio Nakamura, Hirokatsu Kataoka, “Joking AI via Visual Cues”, Human Computer Interaction International 2020.

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Ryota Suzuki, Hirokatsu Kataoka, “Incorporating 3D Information into Visual Question Answering”, International Conference on 3D Vision (3DV), 2019.

  • Takahiro Itazuri, Yoshihiro Fukuhara, Hirokatsu Kataoka, Shigeo Morishima, “What Do Adversarially Robust Models Look At?”, arXiv pre-print:1905.07666, 2019.

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Hirokatsu Kataoka, Ryota Suzuki, “Incorporating Depth into Visual Question Answering”, CVPR 2019 Workshop on Visual Question Answering and Dialog, 2019.

  • Top-Rank

    Yue Qiu, Yutaka Satoh, Hirokatsu Kataoka, Ryota Suzuki, “Visual Question Answering with RGB-D Images”, CVPR 2019 Workshop on Women in Computer Vision (WiCV), 2019.

  • Top-Rank

    Hirokatsu Kataoka, Kaori Abe, Munetaka Minoguchi, Akio Nakamura, Yutaka Satoh, “Ten-million-order Human Database for World-wide Fashion Culture Analysis”, CVPR 2019 Workshop on Understanding Subjective Attributes of Data, Focus on Fashion and Subjective Search (FFSS-USAD). (Oral)