Matches in SemOpenAlex for { <https://semopenalex.org/work/W4243916105> ?p ?o ?g. }
- W4243916105 abstract "Task-based image quality is an important component in designing a real-life analytics system, and has been studied in many fields such as biometric recognition and pedestrian detection. Person re-identification (re-id) is an application in surveillance where one attempts to identify a person after they leave the surveillance system and then re-enter it. As a newer field in recognition applications, re-id lacks image quality-related research. In this paper, we propose an unsupervised and automated quality measure for the query images used in re-id, which we call identifiability. Images that are less identifiable are more challenging for any re-identification system, creating output results that would likely be less reliable. Our proposed method measures feature consistency in the presence of perturbations as an indicator of identifiability. We then introduce two evaluation protocols for such a quality measure. We demonstrate our proposed quality measure is effective at ranking an image’s usefulness to a recognition system, and at identifying an image’s robustness against further compression." @default.
- W4243916105 created "2022-05-12" @default.
- W4243916105 creator A5027566969 @default.
- W4243916105 creator A5080677566 @default.
- W4243916105 creator A5084702125 @default.
- W4243916105 date "2021-10-06" @default.
- W4243916105 modified "2023-10-16" @default.
- W4243916105 title "Estimating Image Quality for Person Re-Identification" @default.
- W4243916105 cites W1982471090 @default.
- W4243916105 cites W2033419168 @default.
- W4243916105 cites W2102166818 @default.
- W4243916105 cites W2104764202 @default.
- W4243916105 cites W2129631732 @default.
- W4243916105 cites W2134013617 @default.
- W4243916105 cites W2137659841 @default.
- W4243916105 cites W2172058006 @default.
- W4243916105 cites W2204750386 @default.
- W4243916105 cites W2295556297 @default.
- W4243916105 cites W2511791013 @default.
- W4243916105 cites W2769077043 @default.
- W4243916105 cites W2793193638 @default.
- W4243916105 cites W2793850018 @default.
- W4243916105 cites W2793964976 @default.
- W4243916105 cites W2847976990 @default.
- W4243916105 cites W2937291477 @default.
- W4243916105 cites W2942328068 @default.
- W4243916105 cites W2963544815 @default.
- W4243916105 cites W2963854696 @default.
- W4243916105 cites W2963901085 @default.
- W4243916105 cites W2963918210 @default.
- W4243916105 cites W2963980515 @default.
- W4243916105 cites W2967515867 @default.
- W4243916105 cites W3006276840 @default.
- W4243916105 cites W3012434803 @default.
- W4243916105 cites W3035739915 @default.
- W4243916105 cites W3104668471 @default.
- W4243916105 doi "https://doi.org/10.1109/mmsp53017.2021.9733688" @default.
- W4243916105 hasPublicationYear "2021" @default.
- W4243916105 type Work @default.
- W4243916105 citedByCount "3" @default.
- W4243916105 countsByYear W42439161052022 @default.
- W4243916105 countsByYear W42439161052023 @default.
- W4243916105 crossrefType "proceedings-article" @default.
- W4243916105 hasAuthorship W4243916105A5027566969 @default.
- W4243916105 hasAuthorship W4243916105A5080677566 @default.
- W4243916105 hasAuthorship W4243916105A5084702125 @default.
- W4243916105 hasConcept C104317684 @default.
- W4243916105 hasConcept C111472728 @default.
- W4243916105 hasConcept C115961682 @default.
- W4243916105 hasConcept C116834253 @default.
- W4243916105 hasConcept C119857082 @default.
- W4243916105 hasConcept C122770356 @default.
- W4243916105 hasConcept C124101348 @default.
- W4243916105 hasConcept C138885662 @default.
- W4243916105 hasConcept C153180895 @default.
- W4243916105 hasConcept C154945302 @default.
- W4243916105 hasConcept C184297639 @default.
- W4243916105 hasConcept C185592680 @default.
- W4243916105 hasConcept C2779530757 @default.
- W4243916105 hasConcept C31972630 @default.
- W4243916105 hasConcept C41008148 @default.
- W4243916105 hasConcept C52622490 @default.
- W4243916105 hasConcept C55020928 @default.
- W4243916105 hasConcept C55493867 @default.
- W4243916105 hasConcept C59822182 @default.
- W4243916105 hasConcept C63479239 @default.
- W4243916105 hasConcept C86803240 @default.
- W4243916105 hasConceptScore W4243916105C104317684 @default.
- W4243916105 hasConceptScore W4243916105C111472728 @default.
- W4243916105 hasConceptScore W4243916105C115961682 @default.
- W4243916105 hasConceptScore W4243916105C116834253 @default.
- W4243916105 hasConceptScore W4243916105C119857082 @default.
- W4243916105 hasConceptScore W4243916105C122770356 @default.
- W4243916105 hasConceptScore W4243916105C124101348 @default.
- W4243916105 hasConceptScore W4243916105C138885662 @default.
- W4243916105 hasConceptScore W4243916105C153180895 @default.
- W4243916105 hasConceptScore W4243916105C154945302 @default.
- W4243916105 hasConceptScore W4243916105C184297639 @default.
- W4243916105 hasConceptScore W4243916105C185592680 @default.
- W4243916105 hasConceptScore W4243916105C2779530757 @default.
- W4243916105 hasConceptScore W4243916105C31972630 @default.
- W4243916105 hasConceptScore W4243916105C41008148 @default.
- W4243916105 hasConceptScore W4243916105C52622490 @default.
- W4243916105 hasConceptScore W4243916105C55020928 @default.
- W4243916105 hasConceptScore W4243916105C55493867 @default.
- W4243916105 hasConceptScore W4243916105C59822182 @default.
- W4243916105 hasConceptScore W4243916105C63479239 @default.
- W4243916105 hasConceptScore W4243916105C86803240 @default.
- W4243916105 hasFunder F4320306110 @default.
- W4243916105 hasLocation W42439161051 @default.
- W4243916105 hasOpenAccess W4243916105 @default.
- W4243916105 hasPrimaryLocation W42439161051 @default.
- W4243916105 hasRelatedWork W1602592726 @default.
- W4243916105 hasRelatedWork W1999222583 @default.
- W4243916105 hasRelatedWork W2035976912 @default.
- W4243916105 hasRelatedWork W2067275498 @default.
- W4243916105 hasRelatedWork W2109974539 @default.
- W4243916105 hasRelatedWork W2356621584 @default.
- W4243916105 hasRelatedWork W2541791370 @default.
- W4243916105 hasRelatedWork W2574052219 @default.