FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286567604> ?p ?o ?g. }

• W4286567604 endingPage "127" @default.
• W4286567604 startingPage "117" @default.
• W4286567604 abstract "Object re-identification is a retrieval task to identify the same identity, usually utilizing the ranking list to sort the features. However, most existing ranking lists only calculate the distance from the probe sample to its k-nearest neighbor samples in the gallery set but ignore the distribution of the gallery set. Meanwhile, we find that the gallery set tends to converge into different groups. When the probe lies near the boundary, its k-nearest neighbors often contain samples of different identities from the probe sample. This paper presents a Distribution Corrected Ranking List (DCRL) to correct the ranking by considering the distance between the probe sample and its nearest distribution (i.e., the cluster center). Specifically, given a probe sample, first, we cluster the gallery samples with the agglomerative hierarchical clustering method to obtain the cluster centers. Second, we compute the distance between the probe and the cluster centers. Third, the final ranking list is considered as the weighted combination of the original ranking list (i.e., the distance between the probe sample and its k-nearest neighbor in the gallery) and the distribution ranking list (i.e., the distance between the probe sample and its nearest cluster center). The proposed distribution corrected ranking list is suitable for large datasets because it does not require human intervention or labeled data. Experimental results on several benchmark re-identification datasets, such as Market-1501, DukeMTMC-reID, MSMT17, VeRi-776, and VeRi-Wild, show that the proposed method achieves state-of-the-art performance." @default.
• W4286567604 created "2022-07-22" @default.
• W4286567604 creator A5021497868 @default.
• W4286567604 creator A5078691114 @default.
• W4286567604 creator A5085972421 @default.
• W4286567604 creator A5091703383 @default.
• W4286567604 date "2022-09-01" @default.
• W4286567604 modified "2023-09-26" @default.
• W4286567604 title "Object re-identification with distribution corrected ranking list" @default.
• W4286567604 cites W1498305593 @default.
• W4286567604 cites W1949591461 @default.
• W4286567604 cites W1958236864 @default.
• W4286567604 cites W2050461393 @default.
• W4286567604 cites W2065296697 @default.
• W4286567604 cites W2076188996 @default.
• W4286567604 cites W2100398441 @default.
• W4286567604 cites W2106446203 @default.
• W4286567604 cites W2127840337 @default.
• W4286567604 cites W2149991777 @default.
• W4286567604 cites W2194775991 @default.
• W4286567604 cites W2204750386 @default.
• W4286567604 cites W2256680489 @default.
• W4286567604 cites W2502225121 @default.
• W4286567604 cites W2511791013 @default.
• W4286567604 cites W2519904008 @default.
• W4286567604 cites W2584637367 @default.
• W4286567604 cites W2585635281 @default.
• W4286567604 cites W2606377603 @default.
• W4286567604 cites W2884366600 @default.
• W4286567604 cites W2953759675 @default.
• W4286567604 cites W2955854238 @default.
• W4286567604 cites W2963047834 @default.
• W4286567604 cites W2963842104 @default.
• W4286567604 cites W2979931389 @default.
• W4286567604 cites W2980073905 @default.
• W4286567604 cites W2982041213 @default.
• W4286567604 cites W2983188006 @default.
• W4286567604 cites W2984040540 @default.
• W4286567604 cites W2984145721 @default.
• W4286567604 cites W2987151592 @default.
• W4286567604 cites W2992183111 @default.
• W4286567604 cites W3031868989 @default.
• W4286567604 cites W3034373842 @default.
• W4286567604 cites W3034527052 @default.
• W4286567604 cites W3035186652 @default.
• W4286567604 cites W3087658752 @default.
• W4286567604 cites W3092740872 @default.
• W4286567604 cites W3093407505 @default.
• W4286567604 cites W3096818755 @default.
• W4286567604 cites W3097847006 @default.
• W4286567604 cites W3098744844 @default.
• W4286567604 cites W3099206234 @default.
• W4286567604 cites W3100506510 @default.
• W4286567604 cites W3109976024 @default.
• W4286567604 cites W3173827247 @default.
• W4286567604 cites W3184543692 @default.
• W4286567604 cites W3192625499 @default.
• W4286567604 cites W3193305989 @default.
• W4286567604 cites W3195399086 @default.
• W4286567604 cites W3199383231 @default.
• W4286567604 cites W3203289505 @default.
• W4286567604 cites W3207204435 @default.
• W4286567604 cites W3210807744 @default.
• W4286567604 cites W4210920400 @default.
• W4286567604 cites W4214736485 @default.
• W4286567604 cites W4220834510 @default.
• W4286567604 doi "https://doi.org/10.1016/j.neucom.2022.07.062" @default.
• W4286567604 hasPublicationYear "2022" @default.
• W4286567604 type Work @default.
• W4286567604 citedByCount "1" @default.
• W4286567604 countsByYear W42865676042022 @default.
• W4286567604 crossrefType "journal-article" @default.
• W4286567604 hasAuthorship W4286567604A5021497868 @default.
• W4286567604 hasAuthorship W4286567604A5078691114 @default.
• W4286567604 hasAuthorship W4286567604A5085972421 @default.
• W4286567604 hasAuthorship W4286567604A5091703383 @default.
• W4286567604 hasConcept C113238511 @default.
• W4286567604 hasConcept C116834253 @default.
• W4286567604 hasConcept C121332964 @default.
• W4286567604 hasConcept C124101348 @default.
• W4286567604 hasConcept C153180895 @default.
• W4286567604 hasConcept C154945302 @default.
• W4286567604 hasConcept C164866538 @default.
• W4286567604 hasConcept C185798385 @default.
• W4286567604 hasConcept C189430467 @default.
• W4286567604 hasConcept C198531522 @default.
• W4286567604 hasConcept C199360897 @default.
• W4286567604 hasConcept C205649164 @default.
• W4286567604 hasConcept C2781238097 @default.
• W4286567604 hasConcept C41008148 @default.
• W4286567604 hasConcept C58640448 @default.
• W4286567604 hasConcept C59822182 @default.
• W4286567604 hasConcept C73555534 @default.
• W4286567604 hasConcept C86803240 @default.
• W4286567604 hasConcept C97355855 @default.
• W4286567604 hasConceptScore W4286567604C113238511 @default.
• W4286567604 hasConceptScore W4286567604C116834253 @default.
• W4286567604 hasConceptScore W4286567604C121332964 @default.

• next