WACV 2024 Open Access Repository

Real-World Surveillance: Applications and Challenges

Person Fall Detection Using Weakly Supervised Methods: Kjartan Madsen,

Zenjie Li,

Francois Lauze,

Kamal Nasrollahi; [pdf]
[bibtex]
@InProceedings{Madsen_2024_WACV, author = {Madsen, Kjartan and Li, Zenjie and Lauze, Francois and Nasrollahi, Kamal}, title = {Person Fall Detection Using Weakly Supervised Methods}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {143-151} }
C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition: Doanh C. Bui,

Thinh V. Le,

Ba Hung Ngo; [pdf]
[bibtex]
@InProceedings{Bui_2024_WACV, author = {Bui, Doanh C. and Le, Thinh V. and Ngo, Ba Hung}, title = {C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {351-358} }
Security Fence Inspection at Airports Using Object Detection: Nils Friederich,

Andreas Specker; [pdf] [arXiv]
[bibtex]
@InProceedings{Friederich_2024_WACV, author = {Friederich, Nils and Specker, Andreas}, title = {Security Fence Inspection at Airports Using Object Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {310-319} }
Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion: Konstantinos Gkrispanis,

Nikolaos Gkalelis,

Vasileios Mezaris; [pdf] [arXiv]
[bibtex]
@InProceedings{Gkrispanis_2024_WACV, author = {Gkrispanis, Konstantinos and Gkalelis, Nikolaos and Mezaris, Vasileios}, title = {Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {280-289} }
Temporal 3D Shape Modeling for Video-Based Cloth-Changing Person Re-Identification: Vuong D. Nguyen,

Pranav Mantini,

Shishir K. Shah; [pdf]
[bibtex]
@InProceedings{Nguyen_2024_WACV, author = {Nguyen, Vuong D. and Mantini, Pranav and Shah, Shishir K.}, title = {Temporal 3D Shape Modeling for Video-Based Cloth-Changing Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {173-182} }
A Multi-Head Approach With Shuffled Segments for Weakly-Supervised Video Anomaly Detection: Salem AlMarri,

Muhammad Zaigham Zaheer,

Karthik Nandakumar; [pdf]
[bibtex]
@InProceedings{AlMarri_2024_WACV, author = {AlMarri, Salem and Zaheer, Muhammad Zaigham and Nandakumar, Karthik}, title = {A Multi-Head Approach With Shuffled Segments for Weakly-Supervised Video Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {132-142} }
Accenture-MM1: A Multimodal Person Recognition Dataset: Kyle O'Brien,

Michelle Rybak,

Jiong Huang,

Adam Stevens,

Madeline Fredriksz,

Michael Chaberski,

Danielle Russell,

Lindsey Castin,

Michelle Jou,

Nishant Gurrapadi,

Marc Bosch; [pdf]
[bibtex]
@InProceedings{O'Brien_2024_WACV, author = {O'Brien, Kyle and Rybak, Michelle and Huang, Jiong and Stevens, Adam and Fredriksz, Madeline and Chaberski, Michael and Russell, Danielle and Castin, Lindsey and Jou, Michelle and Gurrapadi, Nishant and Bosch, Marc}, title = {Accenture-MM1: A Multimodal Person Recognition Dataset}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {112-122} }
FedFSLAR: A Federated Learning Framework for Few-Shot Action Recognition: Nguyen Anh Tu,

Assanali Abu,

Nartay Aikyn,

Nursultan Makhanov,

Min-Ho Lee,

Khiem Le-Huy,

Kok-Seng Wong; [pdf]
[bibtex]
@InProceedings{Tu_2024_WACV, author = {Tu, Nguyen Anh and Abu, Assanali and Aikyn, Nartay and Makhanov, Nursultan and Lee, Min-Ho and Le-Huy, Khiem and Wong, Kok-Seng}, title = {FedFSLAR: A Federated Learning Framework for Few-Shot Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {270-279} }
Enhancing Skeleton-Based Action Recognition in Real-World Scenarios Through Realistic Data Augmentation: Mickael Cormier,

Yannik Schmid,

Jürgen Beyerer; [pdf]
[bibtex]
@InProceedings{Cormier_2024_WACV, author = {Cormier, Mickael and Schmid, Yannik and Beyerer, J\"urgen}, title = {Enhancing Skeleton-Based Action Recognition in Real-World Scenarios Through Realistic Data Augmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {290-299} }
Identifying Loitering Behavior With Trajectory Analysis: Johnny Núñez,

Zenjie Li,

Sergio Escalera,

Kamal Nasrollahi; [pdf]
[bibtex]
@InProceedings{Nunez_2024_WACV, author = {N\'u\~nez, Johnny and Li, Zenjie and Escalera, Sergio and Nasrollahi, Kamal}, title = {Identifying Loitering Behavior With Trajectory Analysis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {251-259} }
Overlooked Video Classification in Weakly Supervised Video Anomaly Detection: Weijun Tan,

Qi Yao,

Jingfeng Liu; [pdf] [arXiv]
[bibtex]
@InProceedings{Tan_2024_WACV, author = {Tan, Weijun and Yao, Qi and Liu, Jingfeng}, title = {Overlooked Video Classification in Weakly Supervised Video Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {202-210} }
Swin on Axes: Extending Swin Transformers to Quadtree Image Representations: Marc Oliu,

Kamal Nasrollahi,

Sergio Escalera,

Thomas B. Moeslund; [pdf]
[bibtex]
@InProceedings{Oliu_2024_WACV, author = {Oliu, Marc and Nasrollahi, Kamal and Escalera, Sergio and Moeslund, Thomas B.}, title = {Swin on Axes: Extending Swin Transformers to Quadtree Image Representations}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {193-201} }
LiDAR-Assisted 3D Human Detection for Video Surveillance: Miquel Romero Blanch,

Zenjie Li,

Sergio Escalera,

Kamal Nasrollahi; [pdf]
[bibtex]
@InProceedings{Blanch_2024_WACV, author = {Blanch, Miquel Romero and Li, Zenjie and Escalera, Sergio and Nasrollahi, Kamal}, title = {LiDAR-Assisted 3D Human Detection for Video Surveillance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {123-131} }
Knowledge-Distillation-Based Label Smoothing for Fine-Grained Open-Set Vehicle Recognition: Stefan Wolf,

Dennis Loran,

Jürgen Beyerer; [pdf]
[bibtex]
@InProceedings{Wolf_2024_WACV, author = {Wolf, Stefan and Loran, Dennis and Beyerer, J\"urgen}, title = {Knowledge-Distillation-Based Label Smoothing for Fine-Grained Open-Set Vehicle Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {330-340} }
GEFF: Improving Any Clothes-Changing Person ReID Model Using Gallery Enrichment With Face Features: Daniel Arkushin,

Bar Cohen,

Shmuel Peleg,

Ohad Fried; [pdf] [supp]
[bibtex]
@InProceedings{Arkushin_2024_WACV, author = {Arkushin, Daniel and Cohen, Bar and Peleg, Shmuel and Fried, Ohad}, title = {GEFF: Improving Any Clothes-Changing Person ReID Model Using Gallery Enrichment With Face Features}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {152-162} }
EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View: Torben Teepe,

Philipp Wolters,

Johannes Gilg,

Fabian Herzog,

Gerhard Rigoll; [pdf]
[bibtex]
@InProceedings{Teepe_2024_WACV, author = {Teepe, Torben and Wolters, Philipp and Gilg, Johannes and Herzog, Fabian and Rigoll, Gerhard}, title = {EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {102-111} }
Spatio-Temporal Activity Detection via Joint Optimization of Spatial and Temporal Localization: Md Atiqur Rahman,

Robert Laganière; [pdf]
[bibtex]
@InProceedings{Rahman_2024_WACV, author = {Rahman, Md Atiqur and Lagani\`ere, Robert}, title = {Spatio-Temporal Activity Detection via Joint Optimization of Spatial and Temporal Localization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {242-250} }
HOD: New Harmful Object Detection Benchmarks for Robust Surveillance: Eungyeom Ha,

Heemook Kim,

Dongbin Na; [pdf]
[bibtex]
@InProceedings{Ha_2024_WACV, author = {Ha, Eungyeom and Kim, Heemook and Na, Dongbin}, title = {HOD: New Harmful Object Detection Benchmarks for Robust Surveillance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {183-192} }
Enhancing Self-Supervised Monocular Depth Estimation via Piece-Wise Pose Estimation and Geometric Constraints: Pranjay Shyam,

Alexandre Okon,

HyunJin Yoo; [pdf] [supp]
[bibtex]
@InProceedings{Shyam_2024_WACV, author = {Shyam, Pranjay and Okon, Alexandre and Yoo, HyunJin}, title = {Enhancing Self-Supervised Monocular Depth Estimation via Piece-Wise Pose Estimation and Geometric Constraints}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {231-241} }
Investigation of UAV Detection in Images With Complex Backgrounds and Rainy Artifacts: Adnan Munir,

Abdul Jabbar Siddiqui,

Saeed Anwar; [pdf]
[bibtex]
@InProceedings{Munir_2024_WACV, author = {Munir, Adnan and Siddiqui, Abdul Jabbar and Anwar, Saeed}, title = {Investigation of UAV Detection in Images With Complex Backgrounds and Rainy Artifacts}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {221-230} }
Aerial View 3D Human Pose Estimation Using Double Vector Quantized-Variational AutoEncoders: Juheon Hwang,

Jiwoo Kang; [pdf]
[bibtex]
@InProceedings{Hwang_2024_WACV, author = {Hwang, Juheon and Kang, Jiwoo}, title = {Aerial View 3D Human Pose Estimation Using Double Vector Quantized-Variational AutoEncoders}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {341-350} }
Unsupervised Person Re-Identification in Aerial Imagery: Khadija Khaldi,

Vuong D. Nguyen,

Pranav Mantini,

Shishir Shah; [pdf]
[bibtex]
@InProceedings{Khaldi_2024_WACV, author = {Khaldi, Khadija and Nguyen, Vuong D. and Mantini, Pranav and Shah, Shishir}, title = {Unsupervised Person Re-Identification in Aerial Imagery}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {260-269} }
UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results: Mickael Cormier,

Andreas Specker,

Julio C. S. Jacques Junior,

Lennart Moritz,

Jürgen Metzler,

Thomas B. Moeslund,

Kamal Nasrollahi,

Sergio Escalera,

Jürgen Beyerer; [pdf]
[bibtex]
@InProceedings{Cormier_2024_WACV, author = {Cormier, Mickael and Specker, Andreas and Junior, Julio C. S. Jacques and Moritz, Lennart and Metzler, J\"urgen and Moeslund, Thomas B. and Nasrollahi, Kamal and Escalera, Sergio and Beyerer, J\"urgen}, title = {UPAR Challenge 2024: 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 = {2024}, pages = {359-367} }
TextAug: Test Time Text Augmentation for Multimodal Person Re-Identification: Mulham Fawakherji,

Eduard Vazquez,

Pasquale Giampa,

Binod Bhattarai; [pdf]
[bibtex]
@InProceedings{Fawakherji_2024_WACV, author = {Fawakherji, Mulham and Vazquez, Eduard and Giampa, Pasquale and Bhattarai, Binod}, title = {TextAug: Test Time Text Augmentation for Multimodal Person Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {320-329} }
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting: David Latortue,

Moetez Kdayem,

Fidel A. Guerrero Peña,

Eric Granger,

Marco Pedersoli; [pdf] [supp]
[bibtex]
@InProceedings{Latortue_2024_WACV, author = {Latortue, David and Kdayem, Moetez and Pe\~na, Fidel A. Guerrero and Granger, Eric and Pedersoli, Marco}, title = {Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {300-309} }
Unsupervised 3D Skeleton-Based Action Recognition Using Cross-Attention With Conditioned Generation Capabilities: David J. Lerch,

Zeyun Zhong,

Manuel Martin,

Michael Voit,

Jürgen Beyerer; [pdf] [supp]
[bibtex]
@InProceedings{Lerch_2024_WACV, author = {Lerch, David J. and Zhong, Zeyun and Martin, Manuel and Voit, Michael and Beyerer, J\"urgen}, title = {Unsupervised 3D Skeleton-Based Action Recognition Using Cross-Attention With Conditioned Generation Capabilities}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {211-220} }
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports: Hsiang-Wei Huang,

Cheng-Yen Yang,

Jiacheng Sun,

Pyong-Kun Kim,

Kwang-Ju Kim,

Kyoungoh Lee,

Chung-I Huang,

Jenq-Neng Hwang; [pdf] [supp]
[bibtex]
@InProceedings{Huang_2024_WACV, author = {Huang, Hsiang-Wei and Yang, Cheng-Yen and Sun, Jiacheng and Kim, Pyong-Kun and Kim, Kwang-Ju and Lee, Kyoungoh and Huang, Chung-I and Hwang, Jenq-Neng}, title = {Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {163-172} }