Computer Vision in the Ocean


Improving Rare-Class Recognition of Marine Plankton With Hard Negative Mining
Joseph L. Walker,
Eric C. Orenstein
[pdf]
[bibtex]
@InProceedings{Walker_2021_ICCV, author = {Walker, Joseph L. and Orenstein, Eric C.}, title = {Improving Rare-Class Recognition of Marine Plankton With Hard Negative Mining}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3672-3682} }

The Marine Debris Dataset for Forward-Looking Sonar Semantic Segmentation
Deepak Singh,
Matias Valdenegro-Toro
[pdf]
[bibtex]
@InProceedings{Singh_2021_ICCV, author = {Singh, Deepak and Valdenegro-Toro, Matias}, title = {The Marine Debris Dataset for Forward-Looking Sonar Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3741-3749} }

Hyperspectral 3D Mapping of Underwater Environments
Maxime Ferrera,
Aurelien Arnaubec,
Klemen Istenic,
Nuno Gracias,
Touria Bajjouk
[pdf]
[bibtex]
@InProceedings{Ferrera_2021_ICCV, author = {Ferrera, Maxime and Arnaubec, Aurelien and Istenic, Klemen and Gracias, Nuno and Bajjouk, Touria}, title = {Hyperspectral 3D Mapping of Underwater Environments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3703-3712} }

A New Deep Learning Engine for CoralNet
Qimin Chen,
Oscar Beijbom,
Stephen Chan,
Jessica Bouwmeester,
David Kriegman
[pdf]
[bibtex]
@InProceedings{Chen_2021_ICCV, author = {Chen, Qimin and Beijbom, Oscar and Chan, Stephen and Bouwmeester, Jessica and Kriegman, David}, title = {A New Deep Learning Engine for CoralNet}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3693-3702} }

Underwater Marker-Based Pose-Estimation With Associated Uncertainty
Petter Risholm,
Peter Ornulf Ivarsen,
Karl Henrik Haugholt,
Ahmed Mohammed
[pdf]
[bibtex]
@InProceedings{Risholm_2021_ICCV, author = {Risholm, Petter and Ivarsen, Peter Ornulf and Haugholt, Karl Henrik and Mohammed, Ahmed}, title = {Underwater Marker-Based Pose-Estimation With Associated Uncertainty}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3713-3721} }

Anomaly Detection for In Situ Marine Plankton Images
Yuchun Pu,
Zhenghui Feng,
Zhonglei Wang,
Zhenyu Yang,
Jianping Li
[pdf]
[bibtex]
@InProceedings{Pu_2021_ICCV, author = {Pu, Yuchun and Feng, Zhenghui and Wang, Zhonglei and Yang, Zhenyu and Li, Jianping}, title = {Anomaly Detection for In Situ Marine Plankton Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3661-3671} }

The VAROS Synthetic Underwater Data Set: Towards Realistic Multi-Sensor Underwater Data With Ground Truth
Peder Georg Olofsson Zwilgmeyer,
Mauhing Yip,
Andreas Langeland Teigen,
Rudolf Mester,
Annette Stahl
[pdf]
[bibtex]
@InProceedings{Zwilgmeyer_2021_ICCV, author = {Zwilgmeyer, Peder Georg Olofsson and Yip, Mauhing and Teigen, Andreas Langeland and Mester, Rudolf and Stahl, Annette}, title = {The VAROS Synthetic Underwater Data Set: Towards Realistic Multi-Sensor Underwater Data With Ground Truth}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3722-3730} }

In-Situ Joint Light and Medium Estimation for Underwater Color Restoration
David Nakath,
Mengkun She,
Yifan Song,
Kevin Koser
[pdf]
[bibtex]
@InProceedings{Nakath_2021_ICCV, author = {Nakath, David and She, Mengkun and Song, Yifan and Koser, Kevin}, title = {In-Situ Joint Light and Medium Estimation for Underwater Color Restoration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3731-3740} }

Super-Resolution for In Situ Plankton Images
Wenqi Ma,
Tao Chen,
Zhengwen Zhang,
Zhenyu Yang,
Chao Dong,
Jianping Qiao,
Jianping Li
[pdf]
[bibtex]
@InProceedings{Ma_2021_ICCV, author = {Ma, Wenqi and Chen, Tao and Zhang, Zhengwen and Yang, Zhenyu and Dong, Chao and Qiao, Jianping and Li, Jianping}, title = {Super-Resolution for In Situ Plankton Images}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3683-3692} }