Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313053240> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4313053240 abstract "Coral reef monitoring is a highly laborious process which involves taking images of corals repeatedly over a period of time for data collection, followed by data processing by manually colour correcting, measuring the coral size, and identifying the coral species. The coral reef monitoring problem is further challenging in Singapore’s non-ideal water conditions which provides murky visual data. To address this issue, we propose an automated three-stage parallel deep learning data processing pipeline consisting of (a) colour correction, (b) coral segmentation and (c) coral species classification. This pipeline is supported by a graphical user interface (GUI) with a human-computer interaction element allowing modification and validation of results. Experimental results demonstrated excellent performance for colour correction, coral segmentation and coral species classification on Singapore’s underwater data. In addition, the entire post processing is sped up to a few seconds per image which can potentially take up to three weeks for manual processing of the data from a typical dive session." @default.
- W4313053240 created "2023-01-06" @default.
- W4313053240 creator A5010440308 @default.
- W4313053240 creator A5023488341 @default.
- W4313053240 creator A5039797685 @default.
- W4313053240 creator A5043323646 @default.
- W4313053240 creator A5064500828 @default.
- W4313053240 creator A5082684563 @default.
- W4313053240 date "2022-10-17" @default.
- W4313053240 modified "2023-09-27" @default.
- W4313053240 title "An Automated Data Processing Pipeline for Coral Reef Monitoring" @default.
- W4313053240 cites W1901129140 @default.
- W4313053240 cites W1903029394 @default.
- W4313053240 cites W1928906481 @default.
- W4313053240 cites W2114765431 @default.
- W4313053240 cites W2805029945 @default.
- W4313053240 cites W2892845027 @default.
- W4313053240 cites W2950055287 @default.
- W4313053240 cites W2963881378 @default.
- W4313053240 cites W2964088115 @default.
- W4313053240 cites W2966516593 @default.
- W4313053240 cites W2974328964 @default.
- W4313053240 cites W3006777311 @default.
- W4313053240 cites W3123941068 @default.
- W4313053240 cites W3132413796 @default.
- W4313053240 doi "https://doi.org/10.1109/oceans47191.2022.9977204" @default.
- W4313053240 hasPublicationYear "2022" @default.
- W4313053240 type Work @default.
- W4313053240 citedByCount "0" @default.
- W4313053240 crossrefType "proceedings-article" @default.
- W4313053240 hasAuthorship W4313053240A5010440308 @default.
- W4313053240 hasAuthorship W4313053240A5023488341 @default.
- W4313053240 hasAuthorship W4313053240A5039797685 @default.
- W4313053240 hasAuthorship W4313053240A5043323646 @default.
- W4313053240 hasAuthorship W4313053240A5064500828 @default.
- W4313053240 hasAuthorship W4313053240A5082684563 @default.
- W4313053240 hasConcept C111368507 @default.
- W4313053240 hasConcept C124504099 @default.
- W4313053240 hasConcept C127313418 @default.
- W4313053240 hasConcept C143020374 @default.
- W4313053240 hasConcept C154945302 @default.
- W4313053240 hasConcept C199360897 @default.
- W4313053240 hasConcept C41008148 @default.
- W4313053240 hasConcept C43521106 @default.
- W4313053240 hasConcept C77044568 @default.
- W4313053240 hasConcept C79367842 @default.
- W4313053240 hasConcept C89600930 @default.
- W4313053240 hasConcept C98083399 @default.
- W4313053240 hasConceptScore W4313053240C111368507 @default.
- W4313053240 hasConceptScore W4313053240C124504099 @default.
- W4313053240 hasConceptScore W4313053240C127313418 @default.
- W4313053240 hasConceptScore W4313053240C143020374 @default.
- W4313053240 hasConceptScore W4313053240C154945302 @default.
- W4313053240 hasConceptScore W4313053240C199360897 @default.
- W4313053240 hasConceptScore W4313053240C41008148 @default.
- W4313053240 hasConceptScore W4313053240C43521106 @default.
- W4313053240 hasConceptScore W4313053240C77044568 @default.
- W4313053240 hasConceptScore W4313053240C79367842 @default.
- W4313053240 hasConceptScore W4313053240C89600930 @default.
- W4313053240 hasConceptScore W4313053240C98083399 @default.
- W4313053240 hasLocation W43130532401 @default.
- W4313053240 hasOpenAccess W4313053240 @default.
- W4313053240 hasPrimaryLocation W43130532401 @default.
- W4313053240 hasRelatedWork W1856478706 @default.
- W4313053240 hasRelatedWork W2013326444 @default.
- W4313053240 hasRelatedWork W2017969572 @default.
- W4313053240 hasRelatedWork W2065584956 @default.
- W4313053240 hasRelatedWork W2068226428 @default.
- W4313053240 hasRelatedWork W2155689721 @default.
- W4313053240 hasRelatedWork W2952564408 @default.
- W4313053240 hasRelatedWork W3032343897 @default.
- W4313053240 hasRelatedWork W3045053068 @default.
- W4313053240 hasRelatedWork W3153081593 @default.
- W4313053240 isParatext "false" @default.
- W4313053240 isRetracted "false" @default.
- W4313053240 workType "article" @default.