FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912685185> ?p ?o ?g. }

• W2912685185 abstract "Iris segmentation and localization in non-cooperative environment is challenging due to illumination variations, long distances, moving subjects and limited user cooperation, etc. Traditional methods often suffer from poor performance when confronted with iris images captured in these conditions. Recent studies have shown that deep learning methods could achieve impressive performance on iris segmentation task. In addition, as iris is defined as an annular region between pupil and sclera, geometric constraints could be imposed to help locating the iris more accurately and improve the segmentation results. In this paper, we propose a deep multi-task learning framework, named as IrisParseNet, to exploit the inherent correlations between pupil, iris and sclera to boost up the performance of iris segmentation and localization in a unified model. In particular, IrisParseNet firstly applies a Fully Convolutional Encoder-Decoder Attention Network to simultaneously estimate pupil center, iris segmentation mask and iris inner/outer boundary. Then, an effective post-processing method is adopted for iris inner/outer circle this http URL train and evaluate the proposed method, we manually label three challenging iris datasets, namely CASIA-Iris-Distance, UBIRIS.v2, and MICHE-I, which cover various types of noises. Extensive experiments are conducted on these newly annotated datasets, and results show that our method outperforms state-of-the-art methods on various benchmarks. All the ground-truth annotations, annotation codes and evaluation protocols are publicly available at this https URL." @default.
• W2912685185 created "2019-02-21" @default.
• W2912685185 creator A5023684582 @default.
• W2912685185 creator A5031640365 @default.
• W2912685185 creator A5032038866 @default.
• W2912685185 creator A5055505703 @default.
• W2912685185 creator A5078956926 @default.
• W2912685185 date "2019-01-31" @default.
• W2912685185 modified "2023-09-23" @default.
• W2912685185 title "Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework." @default.
• W2912685185 cites W1523682477 @default.
• W2912685185 cites W1686810756 @default.
• W2912685185 cites W1901129140 @default.
• W2912685185 cites W1903029394 @default.
• W2912685185 cites W1977554898 @default.
• W2912685185 cites W1979331595 @default.
• W2912685185 cites W1989570013 @default.
• W2912685185 cites W2000805497 @default.
• W2912685185 cites W2023296739 @default.
• W2912685185 cites W2038967717 @default.
• W2912685185 cites W2066593954 @default.
• W2912685185 cites W2102796633 @default.
• W2912685185 cites W2117539524 @default.
• W2912685185 cites W2117741999 @default.
• W2912685185 cites W2145023731 @default.
• W2912685185 cites W2145301513 @default.
• W2912685185 cites W2147527908 @default.
• W2912685185 cites W2151148935 @default.
• W2912685185 cites W2155893237 @default.
• W2912685185 cites W2163155631 @default.
• W2912685185 cites W2163605009 @default.
• W2912685185 cites W2164598857 @default.
• W2912685185 cites W2168567026 @default.
• W2912685185 cites W2171759622 @default.
• W2912685185 cites W2194775991 @default.
• W2912685185 cites W2209174485 @default.
• W2912685185 cites W2268960646 @default.
• W2912685185 cites W2288892845 @default.
• W2912685185 cites W2412782625 @default.
• W2912685185 cites W2474152637 @default.
• W2912685185 cites W2491164253 @default.
• W2912685185 cites W2513586865 @default.
• W2912685185 cites W2514183423 @default.
• W2912685185 cites W2520890245 @default.
• W2912685185 cites W2560023338 @default.
• W2912685185 cites W2566390765 @default.
• W2912685185 cites W2587540369 @default.
• W2912685185 cites W2613718673 @default.
• W2912685185 cites W2618871872 @default.
• W2912685185 cites W2630837129 @default.
• W2912685185 cites W2760628768 @default.
• W2912685185 cites W2766839578 @default.
• W2912685185 cites W2772878363 @default.
• W2912685185 cites W2774581827 @default.
• W2912685185 cites W2782757030 @default.
• W2912685185 cites W2796850409 @default.
• W2912685185 cites W2802806477 @default.
• W2912685185 cites W2883579164 @default.
• W2912685185 cites W2884561390 @default.
• W2912685185 cites W2951559372 @default.
• W2912685185 cites W2951560283 @default.
• W2912685185 cites W2952577426 @default.
• W2912685185 cites W2963299740 @default.
• W2912685185 cites W2963307106 @default.
• W2912685185 cites W2963495494 @default.
• W2912685185 cites W2964288706 @default.
• W2912685185 cites W3105636206 @default.
• W2912685185 cites W371858380 @default.
• W2912685185 cites W845365781 @default.
• W2912685185 hasPublicationYear "2019" @default.
• W2912685185 type Work @default.
• W2912685185 sameAs 2912685185 @default.
• W2912685185 citedByCount "2" @default.
• W2912685185 countsByYear W29126851852020 @default.
• W2912685185 crossrefType "posted-content" @default.
• W2912685185 hasAuthorship W2912685185A5023684582 @default.
• W2912685185 hasAuthorship W2912685185A5031640365 @default.
• W2912685185 hasAuthorship W2912685185A5032038866 @default.
• W2912685185 hasAuthorship W2912685185A5055505703 @default.
• W2912685185 hasAuthorship W2912685185A5078956926 @default.
• W2912685185 hasConcept C108583219 @default.
• W2912685185 hasConcept C112356035 @default.
• W2912685185 hasConcept C118487528 @default.
• W2912685185 hasConcept C146849305 @default.
• W2912685185 hasConcept C153180895 @default.
• W2912685185 hasConcept C154945302 @default.
• W2912685185 hasConcept C162324750 @default.
• W2912685185 hasConcept C184297639 @default.
• W2912685185 hasConcept C187736073 @default.
• W2912685185 hasConcept C2776321320 @default.
• W2912685185 hasConcept C2777100477 @default.
• W2912685185 hasConcept C2779503344 @default.
• W2912685185 hasConcept C2780451532 @default.
• W2912685185 hasConcept C31972630 @default.
• W2912685185 hasConcept C41008148 @default.
• W2912685185 hasConcept C71924100 @default.
• W2912685185 hasConcept C89600930 @default.
• W2912685185 hasConceptScore W2912685185C108583219 @default.
• W2912685185 hasConceptScore W2912685185C112356035 @default.
• W2912685185 hasConceptScore W2912685185C118487528 @default.

• next