Video Surveillance Systems in Smart Cities: Integrating Traditional Cameras with High-Altitude and Advanced Monitoring Technologies


TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios
Daniel Rossi,
Guido Borghi,
Roberto Vezzani
[pdf] [arXiv]
[bibtex]
@InProceedings{Rossi_2025_WACV, author = {Rossi, Daniel and Borghi, Guido and Vezzani, Roberto}, title = {TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {376-385} }

Invisibility Cloak: Hiding Anomalies in Videos via Adversarial Machine Learning Attacks
Hamza Karim,
Yasin Yilmaz
[pdf] [supp]
[bibtex]
@InProceedings{Karim_2025_WACV, author = {Karim, Hamza and Yilmaz, Yasin}, title = {Invisibility Cloak: Hiding Anomalies in Videos via Adversarial Machine Learning Attacks}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {344-353} }

AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP
Mehran Adibi Sedeh,
Assia Benbihi,
Romain Martin,
Marianne Clausel,
Cédric Pradalier
[pdf]
[bibtex]
@InProceedings{Sedeh_2025_WACV, author = {Sedeh, Mehran Adibi and Benbihi, Assia and Martin, Romain and Clausel, Marianne and Pradalier, C\'edric}, title = {AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {354-365} }

Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections
Ahmed S Abdelrahman,
Mohamed Abdel-Aty,
Dongdong Wang
[pdf]
[bibtex]
@InProceedings{Abdelrahman_2025_WACV, author = {Abdelrahman, Ahmed S and Abdel-Aty, Mohamed and Wang, Dongdong}, title = {Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {366-375} }