Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952602034> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2952602034 abstract "Matching people across multiple camera views known as person re-identification, is a challenging problem due to the change in visual appearance caused by varying lighting conditions. The perceived color of the subject appears to be different with respect to illumination. Previous works use color as it is or address these challenges by designing color spaces focusing on a specific cue. In this paper, we propose a data driven approach for learning color patterns from pixels sampled from images across two camera views. The intuition behind this work is that, even though pixel values of same color would be different across views, they should be encoded with the same values. We model color feature generation as a learning problem by jointly learning a linear transformation and a dictionary to encode pixel values. We also analyze different photometric invariant color spaces. Using color as the only cue, we compare our approach with all the photometric invariant color spaces and show superior performance over all of them. Combining with other learned low-level and high-level features, we obtain promising results in ViPER, Person Re-ID 2011 and CAVIAR4REID datasets." @default.
- W2952602034 created "2019-06-27" @default.
- W2952602034 creator A5032988165 @default.
- W2952602034 creator A5087823523 @default.
- W2952602034 creator A5090079801 @default.
- W2952602034 date "2014-10-04" @default.
- W2952602034 modified "2023-09-27" @default.
- W2952602034 title "Learning Invariant Color Features for Person Re-Identification" @default.
- W2952602034 cites W1491879279 @default.
- W2952602034 cites W1962918349 @default.
- W2952602034 cites W1979260620 @default.
- W2952602034 cites W1989811281 @default.
- W2952602034 cites W2018774652 @default.
- W2952602034 cites W2025768430 @default.
- W2952602034 cites W2055202551 @default.
- W2952602034 cites W2097018403 @default.
- W2952602034 cites W2100495367 @default.
- W2952602034 cites W2102773363 @default.
- W2952602034 cites W2113593239 @default.
- W2952602034 cites W2115569382 @default.
- W2952602034 cites W2125026203 @default.
- W2952602034 cites W2139698815 @default.
- W2952602034 cites W2160477239 @default.
- W2952602034 cites W2162762921 @default.
- W2952602034 cites W2164847484 @default.
- W2952602034 cites W2613546176 @default.
- W2952602034 cites W41482161 @default.
- W2952602034 cites W42769906 @default.
- W2952602034 hasPublicationYear "2014" @default.
- W2952602034 type Work @default.
- W2952602034 sameAs 2952602034 @default.
- W2952602034 citedByCount "2" @default.
- W2952602034 countsByYear W29526020342015 @default.
- W2952602034 crossrefType "posted-content" @default.
- W2952602034 hasAuthorship W2952602034A5032988165 @default.
- W2952602034 hasAuthorship W2952602034A5087823523 @default.
- W2952602034 hasAuthorship W2952602034A5090079801 @default.
- W2952602034 hasConcept C104317684 @default.
- W2952602034 hasConcept C153180895 @default.
- W2952602034 hasConcept C154945302 @default.
- W2952602034 hasConcept C160633673 @default.
- W2952602034 hasConcept C185592680 @default.
- W2952602034 hasConcept C190470478 @default.
- W2952602034 hasConcept C31972630 @default.
- W2952602034 hasConcept C33923547 @default.
- W2952602034 hasConcept C37914503 @default.
- W2952602034 hasConcept C41008148 @default.
- W2952602034 hasConcept C55493867 @default.
- W2952602034 hasConcept C66746571 @default.
- W2952602034 hasConceptScore W2952602034C104317684 @default.
- W2952602034 hasConceptScore W2952602034C153180895 @default.
- W2952602034 hasConceptScore W2952602034C154945302 @default.
- W2952602034 hasConceptScore W2952602034C160633673 @default.
- W2952602034 hasConceptScore W2952602034C185592680 @default.
- W2952602034 hasConceptScore W2952602034C190470478 @default.
- W2952602034 hasConceptScore W2952602034C31972630 @default.
- W2952602034 hasConceptScore W2952602034C33923547 @default.
- W2952602034 hasConceptScore W2952602034C37914503 @default.
- W2952602034 hasConceptScore W2952602034C41008148 @default.
- W2952602034 hasConceptScore W2952602034C55493867 @default.
- W2952602034 hasConceptScore W2952602034C66746571 @default.
- W2952602034 hasLocation W29526020341 @default.
- W2952602034 hasOpenAccess W2952602034 @default.
- W2952602034 hasPrimaryLocation W29526020341 @default.
- W2952602034 hasRelatedWork W119849253 @default.
- W2952602034 hasRelatedWork W1512976309 @default.
- W2952602034 hasRelatedWork W197048318 @default.
- W2952602034 hasRelatedWork W2012718063 @default.
- W2952602034 hasRelatedWork W2014850105 @default.
- W2952602034 hasRelatedWork W2077459101 @default.
- W2952602034 hasRelatedWork W2118431435 @default.
- W2952602034 hasRelatedWork W2346480687 @default.
- W2952602034 hasRelatedWork W2510475319 @default.
- W2952602034 hasRelatedWork W2553179860 @default.
- W2952602034 hasRelatedWork W2578299775 @default.
- W2952602034 hasRelatedWork W2594915279 @default.
- W2952602034 hasRelatedWork W2604329877 @default.
- W2952602034 hasRelatedWork W2623461194 @default.
- W2952602034 hasRelatedWork W2792324831 @default.
- W2952602034 hasRelatedWork W2794349199 @default.
- W2952602034 hasRelatedWork W2805597187 @default.
- W2952602034 hasRelatedWork W2950346036 @default.
- W2952602034 hasRelatedWork W3009391010 @default.
- W2952602034 hasRelatedWork W3194065175 @default.
- W2952602034 isParatext "false" @default.
- W2952602034 isRetracted "false" @default.
- W2952602034 magId "2952602034" @default.
- W2952602034 workType "article" @default.