Human Activity Detection in Multi-Camera, Continuous, Long-Duration Video


Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds
Daniel Stadler,
Jürgen Beyerer
[pdf]
[bibtex]
@InProceedings{Stadler_2022_WACV, author = {Stadler, Daniel and Beyerer, J\"urgen}, title = {Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {133-142} }

Win-Fail Action Recognition
Paritosh Parmar,
Brendan Morris
[pdf] [arXiv]
[bibtex]
@InProceedings{Parmar_2022_WACV, author = {Parmar, Paritosh and Morris, Brendan}, title = {Win-Fail Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {161-171} }

GabriellaV2: Towards Better Generalization in Surveillance Videos for Action Detection
Ishan Dave,
Zacchaeus Scheffer,
Akash Kumar,
Sarah Shiraz,
Yogesh Singh Rawat,
Mubarak Shah
[pdf]
[bibtex]
@InProceedings{Dave_2022_WACV, author = {Dave, Ishan and Scheffer, Zacchaeus and Kumar, Akash and Shiraz, Sarah and Rawat, Yogesh Singh and Shah, Mubarak}, title = {GabriellaV2: Towards Better Generalization in Surveillance Videos for Action Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {122-132} }

Argus++: Robust Real-Time Activity Detection for Unconstrained Video Streams With Overlapping Cube Proposals
Lijun Yu,
Yijun Qian,
Wenhe Liu,
Alexander G. Hauptmann
[pdf]
[bibtex]
@InProceedings{Yu_2022_WACV, author = {Yu, Lijun and Qian, Yijun and Liu, Wenhe and Hauptmann, Alexander G.}, title = {Argus++: Robust Real-Time Activity Detection for Unconstrained Video Streams With Overlapping Cube Proposals}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {112-121} }

PP-HumanSeg: Connectivity-Aware Portrait Segmentation With a Large-Scale Teleconferencing Video Dataset
Lutao Chu,
Yi Liu,
Zewu Wu,
Shiyu Tang,
Guowei Chen,
Yuying Hao,
Juncai Peng,
Zhiliang Yu,
Zeyu Chen,
Baohua Lai,
Haoyi Xiong
[pdf]
[bibtex]
@InProceedings{Chu_2022_WACV, author = {Chu, Lutao and Liu, Yi and Wu, Zewu and Tang, Shiyu and Chen, Guowei and Hao, Yuying and Peng, Juncai and Yu, Zhiliang and Chen, Zeyu and Lai, Baohua and Xiong, Haoyi}, title = {PP-HumanSeg: Connectivity-Aware Portrait Segmentation With a Large-Scale Teleconferencing Video Dataset}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {202-209} }

TRM: Temporal Relocation Module for Video Recognition
Yijun Qian,
Guoliang Kang,
Lijun Yu,
Wenhe Liu,
Alexander G. Hauptmann
[pdf]
[bibtex]
@InProceedings{Qian_2022_WACV, author = {Qian, Yijun and Kang, Guoliang and Yu, Lijun and Liu, Wenhe and Hauptmann, Alexander G.}, title = {TRM: Temporal Relocation Module for Video Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {151-160} }

Video Action Re-Localization Using Spatio-Temporal Correlation
Akshaya Ramaswamy,
Karthik Seemakurthy,
Jayavardhana Gubbi,
Balamuralidhar P
[pdf]
[bibtex]
@InProceedings{Ramaswamy_2022_WACV, author = {Ramaswamy, Akshaya and Seemakurthy, Karthik and Gubbi, Jayavardhana and P, Balamuralidhar}, title = {Video Action Re-Localization Using Spatio-Temporal Correlation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {192-201} }

Sign Pose-Based Transformer for Word-Level Sign Language Recognition
Matyáš Boháček,
Marek Hrúz
[pdf]
[bibtex]
@InProceedings{Bohacek_2022_WACV, author = {Boh\'a\v{c}ek, Maty\'a\v{s} and Hr\'uz, Marek}, title = {Sign Pose-Based Transformer for Word-Level Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {182-191} }

Actor-Centric Tubelets for Real-Time Activity Detection in Extended Videos
Effrosyni Mavroudi,
Prashast Bindal,
René Vidal
[pdf]
[bibtex]
@InProceedings{Mavroudi_2022_WACV, author = {Mavroudi, Effrosyni and Bindal, Prashast and Vidal, Ren\'e}, title = {Actor-Centric Tubelets for Real-Time Activity Detection in Extended Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {172-181} }

From Leaderboard to Operations: DIVA Transition Experiences
Bharadwaj Ravichandran,
Roderic Collins,
Keith Fieldhouse,
Kellie Corona,
Anthony Hoogs
[pdf]
[bibtex]
@InProceedings{Ravichandran_2022_WACV, author = {Ravichandran, Bharadwaj and Collins, Roderic and Fieldhouse, Keith and Corona, Kellie and Hoogs, Anthony}, title = {From Leaderboard to Operations: DIVA Transition Experiences}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {143-150} }