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https://github.com/chinancheng/awesome-human-object-interaction

Paper list of human object interaction (HOI)
https://github.com/chinancheng/awesome-human-object-interaction

List: awesome-human-object-interaction

action-recognition awesome-list hoi human-object-interaction object-detection

Last synced: 16 days ago
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Paper list of human object interaction (HOI)

Host: GitHub
URL: https://github.com/chinancheng/awesome-human-object-interaction
Owner: chinancheng
Created: 2020-01-14T13:08:03.000Z (almost 5 years ago)
Default Branch: master
Last Pushed: 2020-12-16T08:24:22.000Z (about 4 years ago)
Last Synced: 2024-05-23T07:16:29.097Z (7 months ago)
Topics: action-recognition, awesome-list, hoi, human-object-interaction, object-detection
Homepage:
Size: 12.7 KB
Stars: 53
Watchers: 5
Forks: 4
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

ultimate-awesome - awesome-human-object-interaction - Paper list of human object interaction (HOI). (Other Lists / Monkey C Lists)

README

        # Awesome Human Object Interaction: [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

A paper list of Human Object Interaction (HOI), inspired by [awesome-computer-vision](https://github.com/jbhuang0604/awesome-computer-vision) and [awesome-action-recognition](https://github.com/jinwchoi/awesome-action-recognition/blob/master/README.md).  

## Contents

 - [Papers](#papers)

 - [Datasets](#datasets)

## Papers

* ***[Arxiv 2020]*** **Cascaded human-object interaction recognition.** [[Paper]](https://arxiv.org/pdf/2003.04262.pdf)

   * Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, and Jianbing Shen

* ***[Arxiv 2020]*** **Visual-Semantic Graph Attention Network for Human-Object Interaction Detection** [[Paper]](https://arxiv.org/pdf/2001.02302v1.pdf)

   * Z. Liang, Y. Guan, J. Rojas 

* ***[Arxiv 2019]*** **PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection** [[Paper]](https://arxiv.org/pdf/1912.12898v1.pdf)

   * Y. Liao, S. Liu, F. Wang, Y. Chen, J. Feng 

*  ***[AAAI 2020]*** **Detecting Human-Object Interactions via Functional Generalization** [[Paper]](https://arxiv.org/pdf/1904.03181.pdf)

    * A. Bansal, S. Rambhatla, A. Shrivastava, R. Chellappa

* ***[ICCV 2019]*** **Reasoning About Human-Object Interactions Through Dual Attention Networks** [[Paper]](https://arxiv.org/pdf/1909.04743.pdf)

  * T. Xiao, Q. Fan, D. Gutfreund, M. Monfort, A. Oliva, B. Zhou

* ***[ICCV 2019]*** **Relation Parsing Neural Network for Human-Object Interaction Detection** [[Paper]](http://openaccess.thecvf.com/content_ICCV_2019/papers/Zhou_Relation_Parsing_Neural_Network_for_Human-Object_Interaction_Detection_ICCV_2019_paper.pdf)  

  * P. Zhou, M. Chi

* ***[ICCV 2019]*** **No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques** [[Paper]](http://openaccess.thecvf.com/content_ICCV_2019/papers/Gupta_No-Frills_Human-Object_Interaction_Detection_Factorization_Layout_Encodings_and_Training_Techniques_ICCV_2019_paper.pdf) [[Code]](https://github.com/BigRedT/no_frills_hoi_det)

  * T. Gupta, A. Schwing, D. Hoiem 

* ***[ICCV 2019]*** **Pose-aware Multi-level Feature Network for Human Object Interaction Detection** [[Paper]](http://openaccess.thecvf.com/content_ICCV_2019/papers/Wan_Pose-Aware_Multi-Level_Feature_Network_for_Human_Object_Interaction_Detection_ICCV_2019_paper.pdf) 

  * B. Wan∗, D. Zhou*, Y. Liu, R. Li, X. He

* ***[ICCV 2019]*** **Deep Contextual Attention for Human-Object Interaction Detection** [[Paper]](http://openaccess.thecvf.com/content_ICCV_2019/papers/Wang_Deep_Contextual_Attention_for_Human-Object_Interaction_Detection_ICCV_2019_paper.pdf) 

  * 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]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Li_Transferable_Interactiveness_Knowledge_for_Human-Object_Interaction_Detection_CVPR_2019_paper.pdf) [[Code]](https://github.com/DirtyHarryLYL/Transferable-Interactiveness-Network)

  * 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]](http://openaccess.thecvf.com/content_CVPR_2019/papers/Xu_Learning_to_Detect_Human-Object_Interactions_With_Knowledge_CVPR_2019_paper.pdf)

  * B. Xu, Y. Wong, J. Li, Q. Zhao, M. S. Kankanhalli

* ***[ECCV 2018]*** **Pairwise Body-Part Attention for Recognizing Human-Object Interactions** [[Paper]](http://openaccess.thecvf.com/content_ECCV_2018/papers/Haoshu_Fang_Pairwise_Body-Part_Attention_ECCV_2018_paper.pdf)

  * H. S. Fang, J. Cao, Y. W. Tai, C. Lu

* ***[ECCV 2018]*** **Compositional Learning for Human Object Interaction** [[Paper]](http://openaccess.thecvf.com/content_ECCV_2018/papers/Keizo_Kato_Compositional_Learning_of_ECCV_2018_paper.pdf) [[Code]](https://github.com/kkatocmu/Compositional_Learning)

  * K. Kato, Y. Li, A. Gupta

* ***[ECCV 2018]*** **Learning Human-Object Interactions by Graph Parsing Neural Networks** [[Paper]](http://openaccess.thecvf.com/content_ECCV_2018/papers/Siyuan_Qi_Learning_Human-Object_Interactions_ECCV_2018_paper.pdf) [[Code]](https://github.com/SiyuanQi/gpnn)

  * S. Qi, W. Wang, B. Jia, J. Shen, S. C. Zhu

* ***[BMVC 2018]*** **iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection** [[Paper]](https://arxiv.org/pdf/1808.10437.pdf) [[Code]](https://github.com/vt-vl-lab/iCAN)

  * C. Gao, Y. Zou, J. B. Huang

* ***[CVPR 2018]*** **Detecting and Recognizing Human-Object Interactions** [[Paper]](http://openaccess.thecvf.com/content_cvpr_2018/papers/Gkioxari_Detecting_and_Recognizing_CVPR_2018_paper.pdf)

  * G. Gkioxari, R. Girshick, P. Dollar, K. He

* ***[TMM 2018]*** **Interact as You Intend: Intention-Driven Human-Object Interaction Detection** [[Paper]](https://arxiv.org/pdf/1808.09796.pdf)

  * B. Xu, J. Li, Y. Wong, M. S. Kankanhalli, Q. Zhao

* ***[WACV 2018]*** **Scaling Human-Object Interaction Recognition through Zero-Shot Learning** [[Paper]](http://vision.stanford.edu/pdf/shen2018wacv.pdf)

  * L. Shen, S. Yeung, J. Hoffman, G. Mori, F. F. Li

* ***[WACV 2018]*** **Learning to Detect Human-Object Interactions** [[Paper]](http://vision.stanford.edu/pdf/shen2018wacv.pdf)

  * 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]](http://slazebni.cs.illinois.edu/publications/eccv16.pdf)

  * A. Mallya, S. Lazebnik

* ***[ICCV 2015]*** **HICO: A Benchmark for Recognizing Human-Object Interactions in Images** [[Paper]](https://www.cs.princeton.edu/~jiadeng/paper/chao_iccv2015.pdf)

  * Y. W. Chao, Z. Wang, Y. He, J. Wang, J. Deng

* ***[ICCV 2013]*** **Recognising Human-Object Interaction via Exemplar based Modelling** [[Paper]](https://www.eecs.qmul.ac.uk/~sgg/papers/HuEtAl_ICCV2013.pdf)

  * 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]](https://www.di.ens.fr/willow/pdfscurrent/delaitre_NIPS11.pdf)

  * V. Delaitre*, J. Sivic*, I. Laptev*

* ***[CVPR 2010]*** **Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities** [[Paper]](http://vision.stanford.edu/pdf/YaoFei-Fei_CVPR2010b.pdf)

  * B. Yao, F. F. Li

## Datasets

* [HICO: A Benchmark for Recognizing Human-Object Interactions in Images](http://www-personal.umich.edu/~ywchao/hico/)

* [V-COCO: Visual Semantic Role Labeling](https://github.com/s-gupta/v-coco)

* [TUHOI: Trento Universal Human Object Interaction Dataset](https://www.aclweb.org/anthology/W14-5403/)

* [20BN-SOMETHING-SOMETHING](https://20bn.com/datasets/something-something)

  

## Contributing

Feel free to send me [email]([email protected]) or Pull Request to add links. 

## Licenses

[![CC0](http://i.creativecommons.org/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)  

To the extent possible under law, [Chin-An Cheng](https://chinancheng.github.io/) has waived all copyright and related or neighboring rights to this work.