1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F23%3APU150572" target="_blank" >RIV/00216305:26230/23:PU150572 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/WACVW58289.2023.00033" target="_blank" >http://dx.doi.org/10.1109/WACVW58289.2023.00033</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/WACVW58289.2023.00033" target="_blank" >10.1109/WACVW58289.2023.00033</a>
Alternative languages
Result language
angličtina
Original language name
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
Original language description
The 1st 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 Object Detection v2, which extends the previous benchmark by including more classes and footage. We provide statistical and qualitative analyses, and assess trends in the best-performing methodologies of over 130 submissions. The methods are summarized in the appendix. The datasets, evaluation code and the leaderboard are publicly available (https:// seadronessee.cs.uni-tuebingen.de/macvi).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10200 - Computer and information sciences
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE Winter Applications and Computer Vision Workshops (WACVW)
ISBN
979-8-3503-2056-5
ISSN
2690-621X
e-ISSN
—
Number of pages
38
Pages from-to
265-302
Publisher name
IEEE COMPUTER SOC
Place of publication
LOS ALAMITOS
Event location
Waikoloa
Event date
Jan 3, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000971997900029