Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892378854> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2892378854 abstract "Image processing has been a popular tool for biological researches. Detecting specific animals in aerial images captured by an UAV is a crucial research topic. As the rapid progress of deep learning (DL), it has been a popular approach to many image classification and object detection tasks. However, DL usually requires a large set of training samples to learn the network weights, while the biological image materials are often insufficient to fulfill the demand. To improve the detection of stingrays in aerial images, this paper presents a new training sample augmentation method called Mixed Bg-Fg Synthesis. We extend a generative network, Generative Latent Optimization (GLO) to its conditional version, namely, Conditional GLO (C-GLO), which can increase stingray samples on the background and thus improve the training efficacy of a CNN detector. Unlike traditional data augmentation methods that generate new data only for image classification, our proposed method that mixes foreground and background together can generate new data for an object detection task. Experimental results show that the C-GLO augmented stingray samples is helpful to enhance the detection capability." @default.
- W2892378854 created "2018-09-27" @default.
- W2892378854 creator A5011994790 @default.
- W2892378854 creator A5031326726 @default.
- W2892378854 creator A5059995303 @default.
- W2892378854 creator A5072890368 @default.
- W2892378854 date "2018-10-01" @default.
- W2892378854 modified "2023-10-16" @default.
- W2892378854 title "Changing Background to Foreground: An Augmentation Method Based on Conditional Generative Network for Stingray Detection" @default.
- W2892378854 cites W1849277567 @default.
- W2892378854 cites W1959608418 @default.
- W2892378854 cites W2099471712 @default.
- W2892378854 cites W2163605009 @default.
- W2892378854 cites W2183182206 @default.
- W2892378854 cites W2194775991 @default.
- W2892378854 cites W2407521645 @default.
- W2892378854 cites W2411541852 @default.
- W2892378854 cites W2525286916 @default.
- W2892378854 cites W2554314924 @default.
- W2892378854 cites W2570343428 @default.
- W2892378854 cites W2605195953 @default.
- W2892378854 cites W2739748921 @default.
- W2892378854 cites W2962835968 @default.
- W2892378854 cites W2963150697 @default.
- W2892378854 cites W2963373786 @default.
- W2892378854 cites W2963376432 @default.
- W2892378854 cites W2963684088 @default.
- W2892378854 cites W2964201867 @default.
- W2892378854 cites W3106250896 @default.
- W2892378854 cites W639708223 @default.
- W2892378854 doi "https://doi.org/10.1109/icip.2018.8451504" @default.
- W2892378854 hasPublicationYear "2018" @default.
- W2892378854 type Work @default.
- W2892378854 sameAs 2892378854 @default.
- W2892378854 citedByCount "1" @default.
- W2892378854 countsByYear W28923788542018 @default.
- W2892378854 crossrefType "proceedings-article" @default.
- W2892378854 hasAuthorship W2892378854A5011994790 @default.
- W2892378854 hasAuthorship W2892378854A5031326726 @default.
- W2892378854 hasAuthorship W2892378854A5059995303 @default.
- W2892378854 hasAuthorship W2892378854A5072890368 @default.
- W2892378854 hasConcept C115961682 @default.
- W2892378854 hasConcept C119857082 @default.
- W2892378854 hasConcept C153180895 @default.
- W2892378854 hasConcept C154945302 @default.
- W2892378854 hasConcept C162324750 @default.
- W2892378854 hasConcept C167966045 @default.
- W2892378854 hasConcept C177264268 @default.
- W2892378854 hasConcept C185592680 @default.
- W2892378854 hasConcept C187736073 @default.
- W2892378854 hasConcept C198531522 @default.
- W2892378854 hasConcept C199360897 @default.
- W2892378854 hasConcept C2776151529 @default.
- W2892378854 hasConcept C2780451532 @default.
- W2892378854 hasConcept C2781238097 @default.
- W2892378854 hasConcept C31972630 @default.
- W2892378854 hasConcept C39890363 @default.
- W2892378854 hasConcept C41008148 @default.
- W2892378854 hasConcept C43617362 @default.
- W2892378854 hasConcept C51632099 @default.
- W2892378854 hasConceptScore W2892378854C115961682 @default.
- W2892378854 hasConceptScore W2892378854C119857082 @default.
- W2892378854 hasConceptScore W2892378854C153180895 @default.
- W2892378854 hasConceptScore W2892378854C154945302 @default.
- W2892378854 hasConceptScore W2892378854C162324750 @default.
- W2892378854 hasConceptScore W2892378854C167966045 @default.
- W2892378854 hasConceptScore W2892378854C177264268 @default.
- W2892378854 hasConceptScore W2892378854C185592680 @default.
- W2892378854 hasConceptScore W2892378854C187736073 @default.
- W2892378854 hasConceptScore W2892378854C198531522 @default.
- W2892378854 hasConceptScore W2892378854C199360897 @default.
- W2892378854 hasConceptScore W2892378854C2776151529 @default.
- W2892378854 hasConceptScore W2892378854C2780451532 @default.
- W2892378854 hasConceptScore W2892378854C2781238097 @default.
- W2892378854 hasConceptScore W2892378854C31972630 @default.
- W2892378854 hasConceptScore W2892378854C39890363 @default.
- W2892378854 hasConceptScore W2892378854C41008148 @default.
- W2892378854 hasConceptScore W2892378854C43617362 @default.
- W2892378854 hasConceptScore W2892378854C51632099 @default.
- W2892378854 hasLocation W28923788541 @default.
- W2892378854 hasOpenAccess W2892378854 @default.
- W2892378854 hasPrimaryLocation W28923788541 @default.
- W2892378854 hasRelatedWork W1497938014 @default.
- W2892378854 hasRelatedWork W1939557789 @default.
- W2892378854 hasRelatedWork W1971759388 @default.
- W2892378854 hasRelatedWork W1975427305 @default.
- W2892378854 hasRelatedWork W2010206614 @default.
- W2892378854 hasRelatedWork W2095705906 @default.
- W2892378854 hasRelatedWork W2396301125 @default.
- W2892378854 hasRelatedWork W2922421953 @default.
- W2892378854 hasRelatedWork W2975200075 @default.
- W2892378854 hasRelatedWork W3159879667 @default.
- W2892378854 isParatext "false" @default.
- W2892378854 isRetracted "false" @default.
- W2892378854 magId "2892378854" @default.
- W2892378854 workType "article" @default.