Maritime Computer Vision

Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking

Cheng-Yen Yang,

Hsiang-Wei Huang,

Zhongyu Jiang,

Heng-Cheng Kuo,

Jie Mei,

Chung-I Huang,

Jenq-Neng Hwang

[pdf] [arXiv]

[bibtex]

@InProceedings{Yang_2024_WACV, author = {Yang, Cheng-Yen and Huang, Hsiang-Wei and Jiang, Zhongyu and Kuo, Heng-Cheng and Mei, Jie and Huang, Chung-I and Hwang, Jenq-Neng}, title = {Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {805-812} }

Active Learning Strategy Using Contrastive Learning and K-Means for Aquatic Invasive Species Recognition

Shaif Chowdhury,

Greg Hamerly,

Monica McGarrity

[pdf]

[bibtex]

@InProceedings{Chowdhury_2024_WACV, author = {Chowdhury, Shaif and Hamerly, Greg and McGarrity, Monica}, title = {Active Learning Strategy Using Contrastive Learning and K-Means for Aquatic Invasive Species Recognition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {848-858} }

An Automated Method for the Creation of Oriented Bounding Boxes in Remote Sensing Ship Detection Datasets

Giorgos Savathrakis,

Antonis Argyros

[pdf]

[bibtex]

@InProceedings{Savathrakis_2024_WACV, author = {Savathrakis, Giorgos and Argyros, Antonis}, title = {An Automated Method for the Creation of Oriented Bounding Boxes in Remote Sensing Ship Detection Datasets}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {830-839} }

SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime Conditions

Martin Tran,

Jordan Shipard,

Hermawan Mulyono,

Arnold Wiliem,

Clinton Fookes

[pdf] [arXiv]

[bibtex]

@InProceedings{Tran_2024_WACV, author = {Tran, Martin and Shipard, Jordan and Mulyono, Hermawan and Wiliem, Arnold and Fookes, Clinton}, title = {SafeSea: Synthetic Data Generation for Adverse \& Low Probability Maritime Conditions}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {821-829} }

2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results

Benjamin Kiefer,

Lojze Žust,

Matej Kristan,

Janez Perš,

Matija Teršek,

Arnold Wiliem,

Martin Messmer,

Cheng-Yen Yang,

Hsiang-Wei Huang,

Zhongyu Jiang,

Heng-Cheng Kuo,

Jie Mei,

Jenq-Neng Hwang,

Daniel Stadler,

Lars Sommer,

Kaer Huang,

Aiguo Zheng,

Weitu Chong,

Kanokphan Lertniphonphan,

Jun Xie,

Feng Chen,

Jian Li,

Zhepeng Wang,

Luca Zedda,

Andrea Loddo,

Cecilia Di Ruberto,

Tuan-Anh Vu,

Hai Nguyen-Truong,

Tan-Sang Ha,

Quan-Dung Pham,

Sai-Kit Yeung,

Yuan Feng,

Nguyen Thanh Thien,

Lixin Tian,

Andreas Michel,

Wolfgang Gross,

Martin Weinmann,

Borja Carrillo-Perez,

Alexander Klein,

Antje Alex,

Edgardo Solano-Carrillo,

Yannik Steiniger,

Angel Bueno Rodriguez,

Sheng-Yao Kuan,

Yuan-Hao Ho,

Felix Sattler,

Matej Fabijanić,

Magdalena Šimunec,

Nadir Kapetanović

[pdf]

[bibtex]

@InProceedings{Kiefer_2024_WACV, author = {Kiefer, Benjamin and \v{Z}ust, Lojze and Kristan, Matej and Per\v{s}, Janez and Ter\v{s}ek, Matija and Wiliem, Arnold and Messmer, Martin and Yang, Cheng-Yen and Huang, Hsiang-Wei and Jiang, Zhongyu and Kuo, Heng-Cheng and Mei, Jie and Hwang, Jenq-Neng and Stadler, Daniel and Sommer, Lars and Huang, Kaer and Zheng, Aiguo and Chong, Weitu and Lertniphonphan, Kanokphan and Xie, Jun and Chen, Feng and Li, Jian and Wang, Zhepeng and Zedda, Luca and Loddo, Andrea and Di Ruberto, Cecilia and Vu, Tuan-Anh and Nguyen-Truong, Hai and Ha, Tan-Sang and Pham, Quan-Dung and Yeung, Sai-Kit and Feng, Yuan and Thien, Nguyen Thanh and Tian, Lixin and Michel, Andreas and Gross, Wolfgang and Weinmann, Martin and Carrillo-Perez, Borja and Klein, Alexander and Alex, Antje and Solano-Carrillo, Edgardo and Steiniger, Yannik and Rodriguez, Angel Bueno and Kuan, Sheng-Yao and Ho, Yuan-Hao and Sattler, Felix and Fabijani\'c, Matej and \v{S}imunec, Magdalena and Kapetanovi\'c, Nadir}, title = {2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {869-891} }

Image and AIS Data Fusion Technique for Maritime Computer Vision Applications

Emre Gülsoylu,

Paul Koch,

Mert Yildiz,

Manfred Constapel,

André Peter Kelm

[pdf]

[bibtex]

@InProceedings{Gulsoylu_2024_WACV, author = {G\"ulsoylu, Emre and Koch, Paul and Yildiz, Mert and Constapel, Manfred and Kelm, Andr\'e Peter}, title = {Image and AIS Data Fusion Technique for Maritime Computer Vision Applications}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {859-868} }

SeaDSC: A Video-Based Unsupervised Method for Dynamic Scene Change Detection in Unmanned Surface Vehicles

Linh Trinh,

Ali Anwar,

Siegfried Mercelis

[pdf]

[bibtex]

@InProceedings{Trinh_2024_WACV, author = {Trinh, Linh and Anwar, Ali and Mercelis, Siegfried}, title = {SeaDSC: A Video-Based Unsupervised Method for Dynamic Scene Change Detection in Unmanned Surface Vehicles}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {840-847} }