Awesome Human Object Interaction:

A paper list of Human Object Interaction (HOI), inspired by awesome-computer-vision and awesome-action-recognition.

Contents

• Papers
• Datasets

Papers

• [Arxiv 2020] Cascaded human-object interaction recognition. [Paper]
  • Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, and Jianbing Shen
• [Arxiv 2020] Visual-Semantic Graph Attention Network for Human-Object Interaction Detection [Paper]
  • Z. Liang, Y. Guan, J. Rojas
• [Arxiv 2019] PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection [Paper]
  • Y. Liao, S. Liu, F. Wang, Y. Chen, J. Feng
• [AAAI 2020] Detecting Human-Object Interactions via Functional Generalization [Paper]
  • A. Bansal, S. Rambhatla, A. Shrivastava, R. Chellappa
• [ICCV 2019] Reasoning About Human-Object Interactions Through Dual Attention Networks [Paper]
  • T. Xiao, Q. Fan, D. Gutfreund, M. Monfort, A. Oliva, B. Zhou
• [ICCV 2019] Relation Parsing Neural Network for Human-Object Interaction Detection [Paper]
  • P. Zhou, M. Chi
• [ICCV 2019] No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques [Paper] [Code]
  • T. Gupta, A. Schwing, D. Hoiem
• [ICCV 2019] Pose-aware Multi-level Feature Network for Human Object Interaction Detection [Paper]
  • B. Wan∗, D. Zhou*, Y. Liu, R. Li, X. He
• [ICCV 2019] Deep Contextual Attention for Human-Object Interaction Detection [Paper]
  • Tiancai Wang∗, R. M. Anwer∗, M. H. Khan, F. S. Khan, Y. Pang, L. Shao, J. Laaksonen
• [CVPR 2019] Transferable Interactiveness Knowledge for Human-Object Interaction Detection [Paper] [Code]
  • Y. L. Li, S. Zhou, X. Huang, L. Xu, Z. Ma, H. S. Fang, Y. F. Wang, C. Lu
• [CVPR 2019] Learning to Detect Human-Object Interactions with Knowledge [Paper]
  • B. Xu, Y. Wong, J. Li, Q. Zhao, M. S. Kankanhalli
• [ECCV 2018] Pairwise Body-Part Attention for Recognizing Human-Object Interactions [Paper]
  • H. S. Fang, J. Cao, Y. W. Tai, C. Lu
• [ECCV 2018] Compositional Learning for Human Object Interaction [Paper] [Code]
  • K. Kato, Y. Li, A. Gupta
• [ECCV 2018] Learning Human-Object Interactions by Graph Parsing Neural Networks [Paper] [Code]
  • S. Qi, W. Wang, B. Jia, J. Shen, S. C. Zhu
• [BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection [Paper] [Code]
  • C. Gao, Y. Zou, J. B. Huang
• [CVPR 2018] Detecting and Recognizing Human-Object Interactions [Paper]
  • G. Gkioxari, R. Girshick, P. Dollar, K. He
• [TMM 2018] Interact as You Intend: Intention-Driven Human-Object Interaction Detection [Paper]
  • B. Xu, J. Li, Y. Wong, M. S. Kankanhalli, Q. Zhao
• [WACV 2018] Scaling Human-Object Interaction Recognition through Zero-Shot Learning [Paper]
  • L. Shen, S. Yeung, J. Hoffman, G. Mori, F. F. Li
• [WACV 2018] Learning to Detect Human-Object Interactions [Paper]
  • Y. W. Chao, Y. Liu, X. Liu, H. Zeng, J. Deng
• [ECCV 2016] Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering [Paper]
  • A. Mallya, S. Lazebnik
• [ICCV 2015] HICO: A Benchmark for Recognizing Human-Object Interactions in Images [Paper]
  • Y. W. Chao, Z. Wang, Y. He, J. Wang, J. Deng
• [ICCV 2013] Recognising Human-Object Interaction via Exemplar based Modelling [Paper]
  • J. F. Hu, W. S. Zheng, J. Lai, S. Gong, T. Xiang
• [NIPS 2011] Learning person-object interactions for action recognition in still images [Paper]
  • V. Delaitre*, J. Sivic*, I. Laptev*
• [CVPR 2010] Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities [Paper]
  • B. Yao, F. F. Li

Datasets

• HICO: A Benchmark for Recognizing Human-Object Interactions in Images
• V-COCO: Visual Semantic Role Labeling
• TUHOI: Trento Universal Human Object Interaction Dataset
• 20BN-SOMETHING-SOMETHING

Contributing

Feel free to send me email or Pull Request to add links.

Licenses

To the extent possible under law, Chin-An Cheng has waived all copyright and related or neighboring rights to this work.