FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2921273737> ?p ?o ?g. }

• W2921273737 abstract "This paper presents a summary of the 2019 Unconstrained Ear Recognition Challenge (UERC), the second in a series of group benchmarking efforts centered around the problem of person recognition from ear images captured in uncontrolled settings. The goal of the challenge is to assess the performance of existing ear recognition techniques on a challenging large-scale ear dataset and to analyze performance of the technology from various viewpoints, such as generalization abilities to unseen data characteristics, sensitivity to rotations, occlusions and image resolution and performance bias on sub-groups of subjects, selected based on demographic criteria, i.e. gender and ethnicity. Research groups from 12 institutions entered the competition and submitted a total of 13 recognition approaches ranging from descriptor-based methods to deep-learning models. The majority of submissions focused on ensemble based methods combining either representations from multiple deep models or hand-crafted with learned image descriptors. Our analysis shows that methods incorporating deep learning models clearly outperform techniques relying solely on hand-crafted descriptors, even though both groups of techniques exhibit similar behaviour when it comes to robustness to various covariates, such presence of occlusions, changes in (head) pose, or variability in image resolution. The results of the challenge also show that there has been considerable progress since the first UERC in 2017, but that there is still ample room for further research in this area." @default.
• W2921273737 created "2019-03-22" @default.
• W2921273737 creator A5001096493 @default.
• W2921273737 creator A5002398499 @default.
• W2921273737 creator A5003882493 @default.
• W2921273737 creator A5007704910 @default.
• W2921273737 creator A5008809776 @default.
• W2921273737 creator A5009227184 @default.
• W2921273737 creator A5009982931 @default.
• W2921273737 creator A5010935335 @default.
• W2921273737 creator A5011643487 @default.
• W2921273737 creator A5013582226 @default.
• W2921273737 creator A5014088881 @default.
• W2921273737 creator A5020674314 @default.
• W2921273737 creator A5027730478 @default.
• W2921273737 creator A5038322250 @default.
• W2921273737 creator A5039200055 @default.
• W2921273737 creator A5046526071 @default.
• W2921273737 creator A5047154762 @default.
• W2921273737 creator A5050562976 @default.
• W2921273737 creator A5051483295 @default.
• W2921273737 creator A5052747358 @default.
• W2921273737 creator A5055077632 @default.
• W2921273737 creator A5055264805 @default.
• W2921273737 creator A5056322774 @default.
• W2921273737 creator A5062048033 @default.
• W2921273737 creator A5064736086 @default.
• W2921273737 creator A5065437403 @default.
• W2921273737 creator A5068696661 @default.
• W2921273737 creator A5068835900 @default.
• W2921273737 creator A5071614155 @default.
• W2921273737 creator A5073093324 @default.
• W2921273737 creator A5077742059 @default.
• W2921273737 date "2019-03-11" @default.
• W2921273737 modified "2023-09-26" @default.
• W2921273737 title "The Unconstrained Ear Recognition Challenge 2019 - ArXiv Version With Appendix." @default.
• W2921273737 cites W1595104675 @default.
• W2921273737 cites W1782590233 @default.
• W2921273737 cites W2018713546 @default.
• W2921273737 cites W2057695579 @default.
• W2921273737 cites W2096350233 @default.
• W2921273737 cites W2105424570 @default.
• W2921273737 cites W2108598243 @default.
• W2921273737 cites W2154683974 @default.
• W2921273737 cites W2194775991 @default.
• W2921273737 cites W2321462649 @default.
• W2921273737 cites W2520774990 @default.
• W2921273737 cites W2551082533 @default.
• W2921273737 cites W2582314725 @default.
• W2921273737 cites W2607263348 @default.
• W2921273737 cites W2607432142 @default.
• W2921273737 cites W2770777404 @default.
• W2921273737 cites W2780523336 @default.
• W2921273737 cites W2791769710 @default.
• W2921273737 cites W2792027052 @default.
• W2921273737 cites W2792583777 @default.
• W2921273737 cites W2881789322 @default.
• W2921273737 cites W2888744770 @default.
• W2921273737 cites W2890496367 @default.
• W2921273737 cites W2962835968 @default.
• W2921273737 cites W2963049950 @default.
• W2921273737 cites W2963839617 @default.
• W2921273737 cites W2964247301 @default.
• W2921273737 cites W3105744362 @default.
• W2921273737 cites W33189562 @default.
• W2921273737 hasPublicationYear "2019" @default.
• W2921273737 type Work @default.
• W2921273737 sameAs 2921273737 @default.
• W2921273737 citedByCount "0" @default.
• W2921273737 crossrefType "posted-content" @default.
• W2921273737 hasAuthorship W2921273737A5001096493 @default.
• W2921273737 hasAuthorship W2921273737A5002398499 @default.
• W2921273737 hasAuthorship W2921273737A5003882493 @default.
• W2921273737 hasAuthorship W2921273737A5007704910 @default.
• W2921273737 hasAuthorship W2921273737A5008809776 @default.
• W2921273737 hasAuthorship W2921273737A5009227184 @default.
• W2921273737 hasAuthorship W2921273737A5009982931 @default.
• W2921273737 hasAuthorship W2921273737A5010935335 @default.
• W2921273737 hasAuthorship W2921273737A5011643487 @default.
• W2921273737 hasAuthorship W2921273737A5013582226 @default.
• W2921273737 hasAuthorship W2921273737A5014088881 @default.
• W2921273737 hasAuthorship W2921273737A5020674314 @default.
• W2921273737 hasAuthorship W2921273737A5027730478 @default.
• W2921273737 hasAuthorship W2921273737A5038322250 @default.
• W2921273737 hasAuthorship W2921273737A5039200055 @default.
• W2921273737 hasAuthorship W2921273737A5046526071 @default.
• W2921273737 hasAuthorship W2921273737A5047154762 @default.
• W2921273737 hasAuthorship W2921273737A5050562976 @default.
• W2921273737 hasAuthorship W2921273737A5051483295 @default.
• W2921273737 hasAuthorship W2921273737A5052747358 @default.
• W2921273737 hasAuthorship W2921273737A5055077632 @default.
• W2921273737 hasAuthorship W2921273737A5055264805 @default.
• W2921273737 hasAuthorship W2921273737A5056322774 @default.
• W2921273737 hasAuthorship W2921273737A5062048033 @default.
• W2921273737 hasAuthorship W2921273737A5064736086 @default.
• W2921273737 hasAuthorship W2921273737A5065437403 @default.
• W2921273737 hasAuthorship W2921273737A5068696661 @default.
• W2921273737 hasAuthorship W2921273737A5068835900 @default.
• W2921273737 hasAuthorship W2921273737A5071614155 @default.
• W2921273737 hasAuthorship W2921273737A5073093324 @default.

• next