The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 addresses maritime computer vision for Unmanned Aerial Vehicles (UAV) and Unmanned Surface Vehicles (USV). Three challenges categories are considered: (i) UAV-based Maritime Object Tracking with Re-identification, (ii) USV-based Maritime Obstacle Segmentation and Detection, (iii) USV-based Maritime Boat Tracking. The USV-based Maritime Obstacle Segmentation and Detection features three sub-challenges, including a new embedded challenge addressing efficicent inference on real-world embedded devices. This report offers a comprehensive overview of the findings from the challenges. We provide both statistical and qualitative analyses, evaluating trends from over 195 submissions. All datasets, evaluation code, and the leaderboard are available to the public at https://macvi.org/workshop/macvi24.
@article{arxiv.2311.14762,
title = {The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024},
author = {Benjamin Kiefer and Lojze Žust and Matej Kristan and Janez Perš and Matija Teršek and Arnold Wiliem and Martin Messmer and Cheng-Yen Yang and Hsiang-Wei Huang and Zhongyu Jiang and Heng-Cheng Kuo and Jie Mei and Jenq-Neng Hwang and Daniel Stadler and Lars Sommer and Kaer Huang and Aiguo Zheng and Weitu Chong and Kanokphan Lertniphonphan and Jun Xie and Feng Chen and Jian Li and Zhepeng Wang and Luca Zedda and Andrea Loddo and Cecilia Di Ruberto and Tuan-Anh Vu and Hai Nguyen-Truong and Tan-Sang Ha and Quan-Dung Pham and Sai-Kit Yeung and Yuan Feng and Nguyen Thanh Thien and Lixin Tian and Sheng-Yao Kuan and Yuan-Hao Ho and Angel Bueno Rodriguez and Borja Carrillo-Perez and Alexander Klein and Antje Alex and Yannik Steiniger and Felix Sattler and Edgardo Solano-Carrillo and Matej Fabijanić and Magdalena Šumunec and Nadir Kapetanović and Andreas Michel and Wolfgang Gross and Martin Weinmann},
journal= {arXiv preprint arXiv:2311.14762},
year = {2023}
}
Comments
Part of 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 IEEE Xplore submission as part of WACV 2024