Real-World Surveillance: Applications and Challenges


Video Representation Learning Through Prediction for Online Object Detection
Masato Fujitake,
Akihiro Sugimoto
[pdf]
[bibtex]
@InProceedings{Fujitake_2022_WACV, author = {Fujitake, Masato and Sugimoto, Akihiro}, title = {Video Representation Learning Through Prediction for Online Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {530-539} }

On the Importance of Appearance and Interaction Feature Representations for Person Re-Identification
Richard Blythman,
Andrea Zunino,
Christopher Murray,
Vittorio Murino
[pdf]
[bibtex]
@InProceedings{Blythman_2022_WACV, author = {Blythman, Richard and Zunino, Andrea and Murray, Christopher and Murino, Vittorio}, title = {On the Importance of Appearance and Interaction Feature Representations for Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {439-448} }

Learning From Synthetic Vehicles
Tae Soo Kim,
Bohoon Shim,
Michael Peven,
Weichao Qiu,
Alan Yuille,
Gregory D. Hager
[pdf]
[bibtex]
@InProceedings{Kim_2022_WACV, author = {Kim, Tae Soo and Shim, Bohoon and Peven, Michael and Qiu, Weichao and Yuille, Alan and Hager, Gregory D.}, title = {Learning From Synthetic Vehicles}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {500-508} }

Class-Aware Object Counting
Andreas Michel,
Wolfgang Gross,
Fabian Schenkel,
Wolfgang Middelmann
[pdf]
[bibtex]
@InProceedings{Michel_2022_WACV, author = {Michel, Andreas and Gross, Wolfgang and Schenkel, Fabian and Middelmann, Wolfgang}, title = {Class-Aware Object Counting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {469-478} }

Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems
Andreas Specker,
Lennart Moritz,
Mickael Cormier,
Jürgen Beyerer
[pdf]
[bibtex]
@InProceedings{Specker_2022_WACV, author = {Specker, Andreas and Moritz, Lennart and Cormier, Mickael and Beyerer, J\"urgen}, title = {Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {570-580} }

Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance
Mowen Xue,
Theo Greenslade,
Majid Mirmehdi,
Tilo Burghardt
[pdf] [arXiv]
[bibtex]
@InProceedings{Xue_2022_WACV, author = {Xue, Mowen and Greenslade, Theo and Mirmehdi, Majid and Burghardt, Tilo}, title = {Small or Far Away? Exploiting Deep Super-Resolution and Altitude Data for Aerial Animal Surveillance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {509-519} }

Where Are We With Human Pose Estimation in Real-World Surveillance?
Mickael Cormier,
Aris Clepe,
Andreas Specker,
Jürgen Beyerer
[pdf]
[bibtex]
@InProceedings{Cormier_2022_WACV, author = {Cormier, Mickael and Clepe, Aris and Specker, Andreas and Beyerer, J\"urgen}, title = {Where Are We With Human Pose Estimation in Real-World Surveillance?}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {591-601} }

Cloth-Changing Person Re-Identification With Self-Attention
Vaibhav Bansal,
Gian Luca Foresti,
Niki Martinel
[pdf]
[bibtex]
@InProceedings{Bansal_2022_WACV, author = {Bansal, Vaibhav and Foresti, Gian Luca and Martinel, Niki}, title = {Cloth-Changing Person Re-Identification With Self-Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {602-610} }

Event-Driven Re-Id: A New Benchmark and Method Towards Privacy-Preserving Person Re-Identification
Shafiq Ahmad,
Gianluca Scarpellini,
Pietro Morerio,
Alessio Del Bue
[pdf]
[bibtex]
@InProceedings{Ahmad_2022_WACV, author = {Ahmad, Shafiq and Scarpellini, Gianluca and Morerio, Pietro and Del Bue, Alessio}, title = {Event-Driven Re-Id: A New Benchmark and Method Towards Privacy-Preserving Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {459-468} }

DIOR: DIstill Observations to Representations for Multi-Object Tracking and Segmentation
Jiarui Cai,
Yizhou Wang,
Hung-Min Hsu,
Haotian Zhang,
Jenq-Neng Hwang
[pdf]
[bibtex]
@InProceedings{Cai_2022_WACV, author = {Cai, Jiarui and Wang, Yizhou and Hsu, Hung-Min and Zhang, Haotian and Hwang, Jenq-Neng}, title = {DIOR: DIstill Observations to Representations for Multi-Object Tracking and Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {520-529} }

Fight Detection From Still Images in the Wild
Şeymanur Aktı,
Ferda Ofli,
Muhammad Imran,
Hazim Kemal Ekenel
[pdf]
[bibtex]
@InProceedings{Akti_2022_WACV, author = {Akt{\i}, \c{S}eymanur and Ofli, Ferda and Imran, Muhammad and Ekenel, Hazim Kemal}, title = {Fight Detection From Still Images in the Wild}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {550-559} }

Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement
Shen Zheng,
Gaurav Gupta
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zheng_2022_WACV, author = {Zheng, Shen and Gupta, Gaurav}, title = {Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {581-590} }

Multiple Object Tracking and Forecasting: Jointly Predicting Current and Future Object Locations
Oluwafunmilola Kesa,
Olly Styles,
Victor Sanchez
[pdf]
[bibtex]
@InProceedings{Kesa_2022_WACV, author = {Kesa, Oluwafunmilola and Styles, Olly and Sanchez, Victor}, title = {Multiple Object Tracking and Forecasting: Jointly Predicting Current and Future Object Locations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {560-569} }

Semantic Segmentation Guided Real-World Super-Resolution
Andreas Aakerberg,
Anders S. Johansen,
Kamal Nasrollahi,
Thomas B. Moeslund
[pdf] [supp]
[bibtex]
@InProceedings{Aakerberg_2022_WACV, author = {Aakerberg, Andreas and Johansen, Anders S. and Nasrollahi, Kamal and Moeslund, Thomas B.}, title = {Semantic Segmentation Guided Real-World Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {449-458} }

Improving Person Re-Identification With Temporal Constraints
Julia Dietlmeier,
Feiyan Hu,
Frances Ryan,
Noel E. O'Connor,
Kevin McGuinness
[pdf] [arXiv]
[bibtex]
@InProceedings{Dietlmeier_2022_WACV, author = {Dietlmeier, Julia and Hu, Feiyan and Ryan, Frances and O'Connor, Noel E. and McGuinness, Kevin}, title = {Improving Person Re-Identification With Temporal Constraints}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {540-549} }

Multi-Target Multi-Camera Tracking of Vehicles by Graph Auto-Encoder and Self-Supervised Camera Link Model
Hung-Min Hsu,
Yizhou Wang,
Jiarui Cai,
Jenq-Neng Hwang
[pdf]
[bibtex]
@InProceedings{Hsu_2022_WACV, author = {Hsu, Hung-Min and Wang, Yizhou and Cai, Jiarui and Hwang, Jenq-Neng}, title = {Multi-Target Multi-Camera Tracking of Vehicles by Graph Auto-Encoder and Self-Supervised Camera Link Model}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {489-499} }

Real-Time Bangla License Plate Recognition System for Low Resource Video-Based Applications
Alif Ashrafee,
Akib Mohammed Khan,
Mohammad Sabik Irbaz,
MD Abdullah Al Nasim
[pdf] [arXiv]
[bibtex]
@InProceedings{Ashrafee_2022_WACV, author = {Ashrafee, Alif and Khan, Akib Mohammed and Irbaz, Mohammad Sabik and Al Nasim, MD Abdullah}, title = {Real-Time Bangla License Plate Recognition System for Low Resource Video-Based Applications}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {479-488} }