ICCV 2025 Open Access Repository

Computer Vision for Analysis of Underwater Imagery & Automated Analysis of Marine Visual Data for Environmental Monitoring

Steller Sea Lion Counting Across Multiple Aerial Cameras: Matthew Dawkins,

Jon Crall,

Katie Sweeney,

Burlyn Birkemeier,

Neal Siekierski,

Dawei Du; [pdf]
[bibtex]
@InProceedings{Dawkins_2025_ICCV, author = {Dawkins, Matthew and Crall, Jon and Sweeney, Katie and Birkemeier, Burlyn and Siekierski, Neal and Du, Dawei}, title = {Steller Sea Lion Counting Across Multiple Aerial Cameras}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2153-2161} }
Refining Naive Annotations with Limited Expert Guidance for Semantic Segmentation: A Case Study on Underwater Echograms: Melissa Cote,

Amanda Dash,

Julek Chawarski,

Alexandra Branzan Albu,

Femina Bharatkumar Senjaliya,

Andrea Niemi; [pdf]
[bibtex]
@InProceedings{Cote_2025_ICCV, author = {Cote, Melissa and Dash, Amanda and Chawarski, Julek and Albu, Alexandra Branzan and Senjaliya, Femina Bharatkumar and Niemi, Andrea}, title = {Refining Naive Annotations with Limited Expert Guidance for Semantic Segmentation: A Case Study on Underwater Echograms}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2095-2104} }
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs: Jonathan Sauder,

Viktor Domazetoski,

Guilhem Banc-Prandi,

Gabriela Perna,

Anders Meibom,

Devis Tuia; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Sauder_2025_ICCV, author = {Sauder, Jonathan and Domazetoski, Viktor and Banc-Prandi, Guilhem and Perna, Gabriela and Meibom, Anders and Tuia, Devis}, title = {The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2115-2122} }
Weakly Supervised MaxN Estimation in Baited Remote Underwater Video: Amelia Sorrenti,

Leonardo Giuseppe Russo,

Sarinda Samarasinghe,

Simone Palazzo,

Concetto Spampinato; [pdf]
[bibtex]
@InProceedings{Sorrenti_2025_ICCV, author = {Sorrenti, Amelia and Russo, Leonardo Giuseppe and Samarasinghe, Sarinda and Palazzo, Simone and Spampinato, Concetto}, title = {Weakly Supervised MaxN Estimation in Baited Remote Underwater Video}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2123-2131} }
Benchmarking Out-of-Distribution Detection for Plankton Recognition: A Systematic Evaluation of Advanced Methods in Marine Ecological Monitoring: Yingzi Han,

Jiakai He,

Chuanlong Xie,

Jianping Li; [pdf] [supp]
[bibtex]
@InProceedings{Han_2025_ICCV, author = {Han, Yingzi and He, Jiakai and Xie, Chuanlong and Li, Jianping}, title = {Benchmarking Out-of-Distribution Detection for Plankton Recognition: A Systematic Evaluation of Advanced Methods in Marine Ecological Monitoring}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2142-2152} }
A Multi-purpose Tracking Framework for Salmon Welfare Monitoring in Challenging Environments: Espen Uri Høgstedt,

Christian Schellewald,

Annette Stahl,

Rudolf Mester; [pdf] [supp]
[bibtex]
@InProceedings{Hogstedt_2025_ICCV, author = {H{\o}gstedt, Espen Uri and Schellewald, Christian and Stahl, Annette and Mester, Rudolf}, title = {A Multi-purpose Tracking Framework for Salmon Welfare Monitoring in Challenging Environments}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2132-2141} }
A Calibration Tool for Refractive Underwater Vision: Felix Seegräber,

Mengkun She,

Felix Woelk,

Kevin Köser; [pdf]
[bibtex]
@InProceedings{Seegraber_2025_ICCV, author = {Seegr\"aber, Felix and She, Mengkun and Woelk, Felix and K\"oser, Kevin}, title = {A Calibration Tool for Refractive Underwater Vision}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2066-2074} }
The point is the mask: scaling coral reef segmentation with weak supervision: Matteo Contini,

Victor Illien,

Sylvain Poulain,

Serge Bernard,

Julien Barde,

Sylvain Bonhommeau,

Alexis Joly; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Contini_2025_ICCV, author = {Contini, Matteo and Illien, Victor and Poulain, Sylvain and Bernard, Serge and Barde, Julien and Bonhommeau, Sylvain and Joly, Alexis}, title = {The point is the mask: scaling coral reef segmentation with weak supervision}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2056-2065} }
CoralVOS: Dataset and Benchmark for Dense Coral Video Segmentation: Ziqiang Zheng,

Haixin Liang,

Yaofeng Xie,

Zhibin Yu,

Sai-Kit Yeung; [pdf]
[bibtex]
@InProceedings{Zheng_2025_ICCV, author = {Zheng, Ziqiang and Liang, Haixin and Xie, Yaofeng and Yu, Zhibin and Yeung, Sai-Kit}, title = {CoralVOS: Dataset and Benchmark for Dense Coral Video Segmentation}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2172-2182} }
Automated Detection of Antarctic Benthic Organisms in High-Resolution In Situ Imagery to Aid Biodiversity Monitoring: Cameron Trotter,

Huw Griffiths,

Tasnuva Ming Khan,

Rowan Whittle; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Trotter_2025_ICCV, author = {Trotter, Cameron and Griffiths, Huw and Khan, Tasnuva Ming and Whittle, Rowan}, title = {Automated Detection of Antarctic Benthic Organisms in High-Resolution In Situ Imagery to Aid Biodiversity Monitoring}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2045-2055} }
DebrisVision: Bridging the Synthetic-to-Real Gap for Enhanced Underwater Debris Analysis: Sivaji Retta,

Sai Manikanta Eswar Machara,

Iyyakutti Iyappan Ganapathi,

Divya Velayudhan,

Naoufel Werghi; [pdf]
[bibtex]
@InProceedings{Retta_2025_ICCV, author = {Retta, Sivaji and Machara, Sai Manikanta Eswar and Ganapathi, Iyyakutti Iyappan and Velayudhan, Divya and Werghi, Naoufel}, title = {DebrisVision: Bridging the Synthetic-to-Real Gap for Enhanced Underwater Debris Analysis}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2105-2114} }
Sea-ing Through Scattered Rays: Revisiting the Image Formation Model for Realistic Underwater Image Generation: Vasiliki Ismiroglou,

Malte Pedersen,

Stefan Hein Bengtson,

Andreas Aakerberg,

Thomas B. Moeslund; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ismiroglou_2025_ICCV, author = {Ismiroglou, Vasiliki and Pedersen, Malte and Bengtson, Stefan Hein and Aakerberg, Andreas and Moeslund, Thomas B.}, title = {Sea-ing Through Scattered Rays: Revisiting the Image Formation Model for Realistic Underwater Image Generation}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2075-2084} }
KAMERA: Enhancing Aerial Surveys of Ice-associated Seals in Arctic Environments: Adam Romlein,

Benjamin X. Hou,

Yuval Boss,

Cynthia L. Christman,

Stacie Koslovsky,

Erin E. Moreland,

Jason Parham,

Anthony Hoogs; [pdf] [arXiv]
[bibtex]
@InProceedings{Romlein_2025_ICCV, author = {Romlein, Adam and Hou, Benjamin X. and Boss, Yuval and Christman, Cynthia L. and Koslovsky, Stacie and Moreland, Erin E. and Parham, Jason and Hoogs, Anthony}, title = {KAMERA: Enhancing Aerial Surveys of Ice-associated Seals in Arctic Environments}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2162-2171} }
Uncovering Anomalous Events for Marine Environmental Monitoring via Visual Anomaly Detection: Laura Weihl,

Nejc Novak,

Stefan Hein Bengtson,

Malte Pedersen; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Weihl_2025_ICCV, author = {Weihl, Laura and Novak, Nejc and Bengtson, Stefan Hein and Pedersen, Malte}, title = {Uncovering Anomalous Events for Marine Environmental Monitoring via Visual Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF0International0Conference0on0Computer0Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2085-2094} }