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%3APU151184" target="_blank" >RIV/00216305:26230/23:PU151184 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26230/23:PU150572
Result on the web
<a href="https://ieeexplore.ieee.org/document/10031200" target="_blank" >https://ieeexplore.ieee.org/document/10031200</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 1 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 Mar-itime 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
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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
2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)
ISBN
979-8-3503-2056-5
ISSN
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e-ISSN
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Number of pages
38
Pages from-to
265-302
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
Waikoloa, Hawaii
Event location
Waikoloa, Hawaii
Event date
Jan 3, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000971997900029