WACV 2025 Open Access Repository

3rd Workshop on Maritime Computer Vision (MaCVi)

Automatic Fish Age Prediction using Deep Machine Learning: Combining Otolith Image NIR Spectra and Metadata Features: Aotian Zheng,

Jenq-Neng Hwang,

Yudong Liu,

Qiancheng Li,

Beverly Barnett,

Farron Wallace,

Irina Benson,

Thomas Helser; [pdf]
[bibtex]
@InProceedings{Zheng_2025_WACV, author = {Zheng, Aotian and Hwang, Jenq-Neng and Liu, Yudong and Li, Qiancheng and Barnett, Beverly and Wallace, Farron and Benson, Irina and Helser, Thomas}, title = {Automatic Fish Age Prediction using Deep Machine Learning: Combining Otolith Image NIR Spectra and Metadata Features}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1502-1509} }
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish: Stefan Hein Bengtson,

Daniel Lehotský,

Vasiliki Ismiroglou,

Niels Madsen,

Thomas B. Moeslund,

Malte Pedersen; [pdf]
[bibtex]
@InProceedings{Bengtson_2025_WACV, author = {Bengtson, Stefan Hein and Lehotsk\'y, Daniel and Ismiroglou, Vasiliki and Madsen, Niels and Moeslund, Thomas B. and Pedersen, Malte}, title = {AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1598-1607} }
A Framework for Imbalanced SAR Ship Classification: Curriculum Learning Weighted Loss Functions and a Novel Evaluation Metric: Ch Muhammad Awais,

Marco Reggiannini,

Davide Moroni; [pdf]
[bibtex]
@InProceedings{Awais_2025_WACV, author = {Awais, Ch Muhammad and Reggiannini, Marco and Moroni, Davide}, title = {A Framework for Imbalanced SAR Ship Classification: Curriculum Learning Weighted Loss Functions and a Novel Evaluation Metric}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1570-1578} }
Underwater Image Enhancement and Object Detection: Are Poor Object Detection Results On Enhanced Images Due to Missing Human Labels?: Evan Lucas,

Ali Awad,

Anthony Geglio,

Shadi Moradi,

Ashraf Saleem,

Timothy Havens,

Angus Galloway,

Sidike Paheding; [pdf]
[bibtex]
@InProceedings{Lucas_2025_WACV, author = {Lucas, Evan and Awad, Ali and Geglio, Anthony and Moradi, Shadi and Saleem, Ashraf and Havens, Timothy and Galloway, Angus and Paheding, Sidike}, title = {Underwater Image Enhancement and Object Detection: Are Poor Object Detection Results On Enhanced Images Due to Missing Human Labels?}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1520-1525} }
Navigating Coreset Selection and Model Compression for Efficient Maritime Image Classification: Tushar Shinde,

Avinash Kumar Sharma,

Shivam Bhardwaj,

Ahmed Silima Vuai; [pdf]
[bibtex]
@InProceedings{Shinde_2025_WACV, author = {Shinde, Tushar and Sharma, Avinash Kumar and Bhardwaj, Shivam and Vuai, Ahmed Silima}, title = {Navigating Coreset Selection and Model Compression for Efficient Maritime Image Classification}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1608-1616} }
Camera-based Intruder Detection and Monitoring of Ship Crew Work Hours: Md Mahmuddun Nabi Murad,

Bora San Turgut,

Awwab Ahmed,

Gokhan Camliyurt,

Yasin Yilmaz; [pdf]
[bibtex]
@InProceedings{Murad_2025_WACV, author = {Murad, Md Mahmuddun Nabi and Turgut, Bora San and Ahmed, Awwab and Camliyurt, Gokhan and Yilmaz, Yasin}, title = {Camera-based Intruder Detection and Monitoring of Ship Crew Work Hours}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1526-1534} }
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results: Benjamin Kiefer,

Lojze Zust,

Matej Kristan,

Janez Pers,

Matija Tersek,

Uma Mudenagudi,

Chaitra Desai,

Arnold Wiliem,

Marten Kreis,

Nikhil Akalwadi,

Zhiqiang Zhong,

Zhe Zhang,

Sujie Liu,

Xuran Chen,

Yang Yang,

Matej Fabijanic,

Fausto Ferreira,

Seongju Lee,

Shanliang Yao,

Himanshu Kumar,

Aurelius Marcus,

Gregor Novak,

Yuan Feng,

Annie Cheng,

Thien Nguyen,

Jannik Sheikh,

Josip Saric,

Zhuoxiao Li,

Yutang Lu,

Yipeng Lin,

Xiang Yang,

Ching-Heng Cheng,

Ali Awad,

Jon Muhovič,

Yitong Quan,

Junseok Lee,

Kyoobin Lee,

Runwei Guan,

Xiaoyu Huang,

Yi Ni,

Tzu-Yu Lin,

Chia-Ming Lee,

Chih-Chung Hsu,

Andreas Michel,

Wolfgang Gross,

Nan Jiang,

Fei Feng,

Evan Lucas,

Ashraf Saleem,

Yu-Fan Lin,

Martin Weinmann; [pdf] [arXiv]
[bibtex]
@InProceedings{Kiefer_2025_WACV, author = {Kiefer, Benjamin and Zust, Lojze and Kristan, Matej and Pers, Janez and Tersek, Matija and Mudenagudi, Uma and Desai, Chaitra and Wiliem, Arnold and Kreis, Marten and Akalwadi, Nikhil and Zhong, Zhiqiang and Zhang, Zhe and Liu, Sujie and Chen, Xuran and Yang, Yang and Fabijanic, Matej and Ferreira, Fausto and Lee, Seongju and Yao, Shanliang and Kumar, Himanshu and Marcus, Aurelius and Novak, Gregor and Feng, Yuan and Cheng, Annie and Nguyen, Thien and Sheikh, Jannik and Saric, Josip and Li, Zhuoxiao and Lu, Yutang and Lin, Yipeng and Yang, Xiang and Cheng, Ching-Heng and Awad, Ali and Muhovi\v{c}, Jon and Quan, Yitong and Lee, Junseok and Lee, Kyoobin and Guan, Runwei and Huang, Xiaoyu and Ni, Yi and Lin, Tzu-Yu and Lee, Chia-Ming and Hsu, Chih-Chung and Michel, Andreas and Gross, Wolfgang and Jiang, Nan and Feng, Fei and Lucas, Evan and Saleem, Ashraf and Lin, Yu-Fan and Weinmann, Martin}, title = {3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1542-1569} }
FalconEye: Efficient Centroid-Based Object Detection for Maritime High Altitude UAV Images on Embedded Devices: Rohan Sawahn,

Maximilian Schall; [pdf] [supp]
[bibtex]
@InProceedings{Sawahn_2025_WACV, author = {Sawahn, Rohan and Schall, Maximilian}, title = {FalconEye: Efficient Centroid-Based Object Detection for Maritime High Altitude UAV Images on Embedded Devices}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1617-1628} }
Marine Event Vision: Harnessing Event Cameras For Robust Object Detection In Marine Scenarios: Nenyi Kweku Nkensen Dadson,

Corina Barbalata; [pdf]
[bibtex]
@InProceedings{Dadson_2025_WACV, author = {Dadson, Nenyi Kweku Nkensen and Barbalata, Corina}, title = {Marine Event Vision: Harnessing Event Cameras For Robust Object Detection In Marine Scenarios}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1510-1519} }
Vessel registration number detection and recognition system: Matej Fabijanic,

Fausto Ferreira,

Maja Magdalenic,

Juraj Obradovic,

Nadir Kapetanovic,

Nikola Miskovic; [pdf]
[bibtex]
@InProceedings{Fabijanic_2025_WACV, author = {Fabijanic, Matej and Ferreira, Fausto and Magdalenic, Maja and Obradovic, Juraj and Kapetanovic, Nadir and Miskovic, Nikola}, title = {Vessel registration number detection and recognition system}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1535-1541} }
MTReD: 3D Reconstruction Dataset for Fly-over Videos of Maritime Domain: Rui Yi Yong,

Samuel Picosson,

Arnold Wiliem; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Yong_2025_WACV, author = {Yong, Rui Yi and Picosson, Samuel and Wiliem, Arnold}, title = {MTReD: 3D Reconstruction Dataset for Fly-over Videos of Maritime Domain}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1579-1587} }
In-domain self-supervised learning for plankton image classification on a budget: Massimiliano Ciranni,

Ani Gjergji,

Andrea Maracani,

Vittorio Murino,

Vito Paolo Pastore; [pdf]
[bibtex]
@InProceedings{Ciranni_2025_WACV, author = {Ciranni, Massimiliano and Gjergji, Ani and Maracani, Andrea and Murino, Vittorio and Pastore, Vito Paolo}, title = {In-domain self-supervised learning for plankton image classification on a budget}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1588-1597} }