Publications

113 Total

Top-Rank= indicates top-ranked conference/journal in Google Scholar Metrics.
  • Tomoaki Yamabe, Yudai Miyashita, Shin’ichi Sato, Yudai Yamamoto, Akio Nakamura, Hirokatsu Kataoka, “What is an Effective Feature for a Detection Problem? -Feature Evaluation in Multiple Scenes-“, IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2015.

  • Hirokatsu Kataoka, Kenji Iwata, Yutaka Satoh, “Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection”, arXiv preprint arXiv:1509.07627, Sep. 2015.

  • Top-Rank

    Hirokatsu Kataoka, Yoshimitsu Aoki, Yutaka Satoh, Shoko Oikawa, Yasuhiro Matsui, “Fine-grained Walking Activity Recognition via Driving Recorder Dataset”, IEEE Intelligent Transportation Systems Conference (ITSC), Sep. 2015.

  • Yudai Miyashita, Hirokatsu Kataoka, Akio Nakamura, “Appearance-based Proficiency Evaluation of Micro-operation Skill in Removing Individual Habit”, Chinese Control Conference and SICE annual Conference (CCC&SICE), Jul. 2015.

  • Top-Rank

    Masamichi Shimosaka, Nishi Kentaro, Junichi Sato, Hirokatsu Kataoka, “Predicting Driving Behavior Using Inverse Reinforcement Learning with Multiple Reward Functions towards Environmental Diversity”, IEEE Intelligent Vehicles Symposium (IV), May 2015. (Acceptance rate (oral): 6.6%)

  • Tomoaki Yamabe, Hirokatsu Kataoka, Akio Nakamura, “Quantized Feature with Angular Displacement for Activity Recognition”, IEEJ Trans. information and systems, Vol.135, No.4, pp.372-380, Apr. 2015.

  • Junji Kurano, Masaki Hayashi, Taiki Yamamoto, Hirokatsu Kataoka, Masamoto Tanabiki, Junko Furuyama, Yoshimitsu Aoki, “Ball Trajectory Extraction in Team Sports Videos by Focusing on Ball Holder Candidates for a Play Search and 3D Virtual Display System”, Journal of Signal Processing, Vol.19, No.4, pp.147-150, 2015.

  • Top-Rank

    Hirokatsu Kataoka, Kiyoshi Hashimoto, Kenji Iwata, Yutaka Satoh, Nassir Navab, Slobodan Ilic, Yoshimitsu Aoki, “Extended Co-occurrence HOG with Dense Trajectories for Fine-grained Activity Recognition”, Asian Conference on Computer Vision (ACCV), Nov. 2014. (Acceptance rate: 27.8%)

  • Hirokatsu Kataoka, Kiyoshi Hashimoto, Yoshimitsu Aoki, “Feature Integration with Random Forests for Real-time Human Activity Recognition”, International Conference on Machine Vision (ICMV), Nov. 2014. (Acceptance rate: 40.0%)

  • Hirokatsu Kataoka, Yoshimitsu Aoki, “An Analysis of Edge Orientation and Magnitude in Co-occurrence Feature Descriptor”, SICE Annual Conference, Sep. 2014.

  • Tomoaki Yamabe, Hirokatsu Kataoka, Akio Nakamura, “A Study on Features for Early Recognition of Human Activities”, SICE Annual Conference, Sep. 2014.

  • Hirokatsu Kataoka, Kimimasa Tamura, Kenji Iwata, Yutaka Satoh, Yasuhiro Matsui, Yoshimitsu Aoki, “Extended Feature Descriptor and Vehicle Motion Model with Tracking-by-detection for Pedestrian Active Safety”, IEICE Transactions on Information and Systems, Vol.E97-D, No.2, 2014.

  • Junji Kurano, Taiki Yamamoto, Hirokatsu Kataoka, Masaki Hayashi, Yoshimitsu Aoki, “Ball Tracking in Team Sports by Focusing on Ball Holder Candidates”, International Workshop on Advanced Imate Technology (IWAIT2014), Jan. 2014.