{"paper":{"title":"1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.LG","cs.RO"],"primary_cat":"cs.CV","authors_text":"Adam Herout, Adem Atmaca, Alexandre Alahi, Alexandre Bernardino, Andrea Loddo, Anthony Tzes, Arpita Vats, Benjamin Kiefer, Cecilia Di Ruberto, Chaitra Desai, Cheng-Yen Yang, Chenhao Tan, Chih-Chung Hsu, Christophe De Vleeschouwer, Dacheng Tao, Daitao Xing, Delong Liu, Eui-ik Jeon, Fabio Augusto de Alcantara Andrade, Fabio Poiesi, Hai Nguyen-Truong, Haiwen Li, Hangyue Zhao, Hongpu Zhang, Hsiang-Wei Huang, Impyeong Lee, Jakub \\v{S}pa\\v{n}hel, Janez Per\\v{s}, Jan Lukas Augustin, Jenni Raitoharju, Jenq-Neng Hwang, Jing Zhang, Kwangju Kim, Kyoungoh Lee, Lars Sommer, Lojze \\v{Z}ust, Long Lan, Luca Zedda, Matej Kristan, Matthew Dawkins, Mau-Tsuen Yang, Neelanjan Bhowmik, Niharika Hegde, Nikolaos Evangeliou, Pyong-Kun Kim, Qiming Zhang, Ramesh Ashok Tabib, Raphael Spraul, Sagar Verma, Sai-Kit Yeung, Shishir Muralidhara, Shivanand Kundargi, Shuai Jiang, Shuman Li, Siddharth Gupta, Simon Yang, Sophia Yang, Tejas Anvekar, Timon H\\\"ofer, Toby P. Breckon, Tuan-Anh Vu, Uma Mudengudi, Vladimir Somers, Vojt\\v{e}ch Bartl, Xiu-Yu Hou, Yang Song, Yanyun Zhao, Yitong Quan, Yonglin Li, Yu-An Jhang, Yufei Xu, Zheng Ziqiang, Zhuang Jia","submitted_at":"2022-11-24T09:59:13Z","abstract_excerpt":"The 1$^{\\text{st}}$ Workshop on Maritime Computer Vision (MaCVi) 2023 focused on maritime computer vision for Unmanned Aerial Vehicles (UAV) and Unmanned Surface Vehicle (USV), and organized several subchallenges in this domain: (i) UAV-based Maritime Object Detection, (ii) UAV-based Maritime Object Tracking, (iii) USV-based Maritime Obstacle Segmentation and (iv) USV-based Maritime Obstacle Detection. The subchallenges were based on the SeaDronesSee and MODS benchmarks. This report summarizes the main findings of the individual subchallenges and introduces a new benchmark, called SeaDronesSee"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.13508","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2211.13508/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}