WACV 2023 Open Access Repository

Real-World Surveillance: Applications and Challenges

An Automated and Scalable ML Solution for Mapping Invasive Species: The Case of the Australian Tree Fern in Hawaiian Forests: Ovidiu Dan Iancu,

Kara Yang,

Han Man,

Theresa Cabrera Menard; [pdf]
[bibtex]
@InProceedings{Iancu_2023_WACV, author = {Iancu, Ovidiu Dan and Yang, Kara and Man, Han and Menard, Theresa Cabrera}, title = {An Automated and Scalable ML Solution for Mapping Invasive Species: The Case of the Australian Tree Fern in Hawaiian Forests}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {140-147} }
Multimodal Data Augmentation for Visual-Infrared Person ReID With Corrupted Data: Arthur Josi,

Mahdi Alehdaghi,

Rafael M. O. Cruz,

Eric Granger; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Josi_2023_WACV, author = {Josi, Arthur and Alehdaghi, Mahdi and Cruz, Rafael M. O. and Granger, Eric}, title = {Multimodal Data Augmentation for Visual-Infrared Person ReID With Corrupted Data}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {32-41} }
UPAR Challenge: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval -- Dataset, Design, and Results: Mickael Cormier,

Andreas Specker,

Julio C. S. Jacques Junior,

Lucas Florin,

Jürgen Metzler,

Thomas B. Moeslund,

Kamal Nasrollahi,

Sergio Escalera,

Jürgen Beyerer; [pdf]
[bibtex]
@InProceedings{Cormier_2023_WACV, author = {Cormier, Mickael and Specker, Andreas and Junior, Julio C. S. Jacques and Florin, Lucas and Metzler, J\"urgen and Moeslund, Thomas B. and Nasrollahi, Kamal and Escalera, Sergio and Beyerer, J\"urgen}, title = {UPAR Challenge: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval -- Dataset, Design, and Results}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {166-175} }
ThermalSynth: A Novel Approach for Generating Synthetic Thermal Human Scenarios: Neelu Madan,

Mia Sandra Nicole Siemon,

Magnus Kaufmann Gjerde,

Bastian Starup Petersson,

Arijus Grotuzas,

Malthe Aaholm Esbensen,

Ivan Adriyanov Nikolov,

Mark Philip Philipsen,

Kamal Nasrollahi,

Thomas B. Moeslund; [pdf]
[bibtex]
@InProceedings{Madan_2023_WACV, author = {Madan, Neelu and Siemon, Mia Sandra Nicole and Gjerde, Magnus Kaufmann and Petersson, Bastian Starup and Grotuzas, Arijus and Esbensen, Malthe Aaholm and Nikolov, Ivan Adriyanov and Philipsen, Mark Philip and Nasrollahi, Kamal and Moeslund, Thomas B.}, title = {ThermalSynth: A Novel Approach for Generating Synthetic Thermal Human Scenarios}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {130-139} }
Bringing Generalization to Deep Multi-View Pedestrian Detection: Jeet Vora,

Swetanjal Dutta,

Kanishk Jain,

Shyamgopal Karthik,

Vineet Gandhi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Vora_2023_WACV, author = {Vora, Jeet and Dutta, Swetanjal and Jain, Kanishk and Karthik, Shyamgopal and Gandhi, Vineet}, title = {Bringing Generalization to Deep Multi-View Pedestrian Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {110-119} }
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification: Jiachen Li,

Menglin Wang,

Xiaojin Gong; [pdf] [arXiv]
[bibtex]
@InProceedings{Li_2023_WACV, author = {Li, Jiachen and Wang, Menglin and Gong, Xiaojin}, title = {Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {42-50} }
EMOD: Efficient Moving Object Detection via Image Eccentricity Analysis and Sparse Neural Networks: Xiaomin Li,

Ramin Nabati,

Kunjan Singh,

Enrique Corona,

Vangelis Metsis,

Armin Parchami; [pdf] [supp]
[bibtex]
@InProceedings{Li_2023_WACV, author = {Li, Xiaomin and Nabati, Ramin and Singh, Kunjan and Corona, Enrique and Metsis, Vangelis and Parchami, Armin}, title = {EMOD: Efficient Moving Object Detection via Image Eccentricity Analysis and Sparse Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {51-59} }
Exploiting Inter-Pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation: Inseop Chung,

Jayeon Yoo,

Nojun Kwak; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chung_2023_WACV, author = {Chung, Inseop and Yoo, Jayeon and Kwak, Nojun}, title = {Exploiting Inter-Pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {12-21} }
Meet-in-the-Middle: Multi-Scale Upsampling and Matching for Cross-Resolution Face Recognition: Klemen Grm,

Berk Kemal Özata,

Vitomir Štruc,

Hazım Kemal Ekenel; [pdf]
[bibtex]
@InProceedings{Grm_2023_WACV, author = {Grm, Klemen and \"Ozata, Berk Kemal and \v{S}truc, Vitomir and Ekenel, Haz{\i}m Kemal}, title = {Meet-in-the-Middle: Multi-Scale Upsampling and Matching for Cross-Resolution Face Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {120-129} }
Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual Cities: Fabian Herzog,

Junpeng Chen,

Torben Teepe,

Johannes Gilg,

Stefan Hörmann,

Gerhard Rigoll; [pdf] [arXiv]
[bibtex]
@InProceedings{Herzog_2023_WACV, author = {Herzog, Fabian and Chen, Junpeng and Teepe, Torben and Gilg, Johannes and H\"ormann, Stefan and Rigoll, Gerhard}, title = {Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual Cities}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {1-11} }
A Transformer-Based Late-Fusion Mechanism for Fine-Grained Object Recognition in Videos: Jannik Koch,

Stefan Wolf,

Jürgen Beyerer; [pdf]
[bibtex]
@InProceedings{Koch_2023_WACV, author = {Koch, Jannik and Wolf, Stefan and Beyerer, J\"urgen}, title = {A Transformer-Based Late-Fusion Mechanism for Fine-Grained Object Recognition in Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {100-109} }
Multi-View Target Transformation for Pedestrian Detection: Wei-Yu Lee,

Ljubomir Jovanov,

Wilfried Philips; [pdf] [supp]
[bibtex]
@InProceedings{Lee_2023_WACV, author = {Lee, Wei-Yu and Jovanov, Ljubomir and Philips, Wilfried}, title = {Multi-View Target Transformation for Pedestrian Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {90-99} }
Low-Resolution Thermal Sensor-Guided Image Synthesis: Sheng-Yang Chiu,

Yu-Chee Tseng,

Jen-Jee Chen; [pdf] [supp]
[bibtex]
@InProceedings{Chiu_2023_WACV, author = {Chiu, Sheng-Yang and Tseng, Yu-Chee and Chen, Jen-Jee}, title = {Low-Resolution Thermal Sensor-Guided Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {60-69} }
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization: Shakeeb Murtaza,

Soufiane Belharbi,

Marco Pedersoli,

Aydin Sarraf,

Eric Granger; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Murtaza_2023_WACV, author = {Murtaza, Shakeeb and Belharbi, Soufiane and Pedersoli, Marco and Sarraf, Aydin and Granger, Eric}, title = {Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {155-165} }
Mixture Domain Adaptation To Improve Semantic Segmentation in Real-World Surveillance: Sébastien Piérard,

Anthony Cioppa,

Anaïs Halin,

Renaud Vandeghen,

Maxime Zanella,

Benoît Macq,

Saïd Mahmoudi,

Marc Van Droogenbroeck; [pdf] [supp]
[bibtex]
@InProceedings{Pierard_2023_WACV, author = {Pi\'erard, S\'ebastien and Cioppa, Anthony and Halin, Ana{\"\i}s and Vandeghen, Renaud and Zanella, Maxime and Macq, Beno{\^\i}t and Mahmoudi, Sa{\"\i}d and Van Droogenbroeck, Marc}, title = {Mixture Domain Adaptation To Improve Semantic Segmentation in Real-World Surveillance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {22-31} }
VDiSC: An Open Source Framework for Distributed Smart City Vision and Biometric Surveillance Networks: Joel Brogan,

Nell Barber,

David Cornett,

David Bolme; [pdf]
[bibtex]
@InProceedings{Brogan_2023_WACV, author = {Brogan, Joel and Barber, Nell and Cornett, David and Bolme, David}, title = {VDiSC: An Open Source Framework for Distributed Smart City Vision and Biometric Surveillance Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {148-154} }
Knowledge-Based Visual Context-Aware Framework for Applications in Robotic Services: Doosoo Chang,

Bohyung Han; [pdf]
[bibtex]
@InProceedings{Chang_2023_WACV, author = {Chang, Doosoo and Han, Bohyung}, title = {Knowledge-Based Visual Context-Aware Framework for Applications in Robotic Services}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {70-78} }
Exploiting Temporal Context for Tiny Object Detection: Christof W. Corsel,

Michel van Lier,

Leo Kampmeijer,

Nicolas Boehrer,

Erwin M. Bakker; [pdf]
[bibtex]
@InProceedings{Corsel_2023_WACV, author = {Corsel, Christof W. and van Lier, Michel and Kampmeijer, Leo and Boehrer, Nicolas and Bakker, Erwin M.}, title = {Exploiting Temporal Context for Tiny Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2023}, pages = {79-89} }