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Context-Driven Detection of Invertebrate Species in Deep-Sea Video

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Bibliographic Details
Main Authors: R. Austin, McEver, Bowen, Zhang, Connor, Levenson
Format: Book
Language:English
Published: Springer 2023
Subjects:
ROVs
DUSIA
Online Access:https://link.springer.com/article/10.1007/s11263-023-01755-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8236
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spelling oai:localhost:PNK-82362023-04-24T02:08:30Z Context-Driven Detection of Invertebrate Species in Deep-Sea Video R. Austin, McEver Bowen, Zhang Connor, Levenson ROVs DUSIA CC BY Each year, underwater remotely operated vehicles (ROVs) collect thousands of hours of video of unexplored ocean habitats revealing a plethora of information regarding biodiversity on Earth. However, fully utilizing this information remains a challenge as proper annotations and analysis require trained scientists’ time, which is both limited and costly. To this end, we present a Dataset for Underwater Substrate and Invertebrate Analysis (DUSIA), a benchmark suite and growing large-scale dataset to train, validate, and test methods for temporally localizing four underwater substrates as well as temporally and spatially localizing 59 underwater invertebrate species. 2023-04-24T02:08:30Z 2023-04-24T02:08:30Z 2023 Book https://link.springer.com/article/10.1007/s11263-023-01755-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8236 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic ROVs
DUSIA
spellingShingle ROVs
DUSIA
R. Austin, McEver
Bowen, Zhang
Connor, Levenson
Context-Driven Detection of Invertebrate Species in Deep-Sea Video
description CC BY
format Book
author R. Austin, McEver
Bowen, Zhang
Connor, Levenson
author_facet R. Austin, McEver
Bowen, Zhang
Connor, Levenson
author_sort R. Austin, McEver
title Context-Driven Detection of Invertebrate Species in Deep-Sea Video
title_short Context-Driven Detection of Invertebrate Species in Deep-Sea Video
title_full Context-Driven Detection of Invertebrate Species in Deep-Sea Video
title_fullStr Context-Driven Detection of Invertebrate Species in Deep-Sea Video
title_full_unstemmed Context-Driven Detection of Invertebrate Species in Deep-Sea Video
title_sort context-driven detection of invertebrate species in deep-sea video
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11263-023-01755-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8236
_version_ 1764086838717317120
score 8.881002

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