Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131055821> ?p ?o ?g. }
- W3131055821 abstract "Person Search is designed to jointly solve the problems of Person Detection and Person Re-identification (Re-ID), in which the target person will be located in a large number of uncut images. Over the past few years, Person Search based on deep learning has made great progress. Visual character attributes play a key role in retrieving the query person, which has been explored in Re-ID but has been ignored in Person Search. So, we introduce attribute learning into the model, allowing the use of attribute features for retrieval task. Specifically, we propose a simple and effective model called Multi-Attribute Enhancement (MAE) which introduces attribute tags to learn local features. In addition to learning the global representation of pedestrians, it also learns the local representation, and combines the two aspects to learn robust features to promote the search performance. Additionally, we verify the effectiveness of our module on the existing benchmark dataset, CUHK-SYSU and PRW. Ultimately, our model achieves state-of-the-art among end-to-end methods, especially reaching 91.8% of mAP and 93.0% of rank-1 on CUHK-SYSU.Codes and models are available at https://github.com/chenlq123/MAE." @default.
- W3131055821 created "2021-03-01" @default.
- W3131055821 creator A5034334751 @default.
- W3131055821 creator A5041308407 @default.
- W3131055821 creator A5071024092 @default.
- W3131055821 creator A5071697996 @default.
- W3131055821 creator A5074405661 @default.
- W3131055821 creator A5081435173 @default.
- W3131055821 date "2021-02-16" @default.
- W3131055821 modified "2023-09-25" @default.
- W3131055821 title "Multi-Attribute Enhancement Network for Person Search" @default.
- W3131055821 cites W1973255633 @default.
- W3131055821 cites W2085161844 @default.
- W3131055821 cites W2108598243 @default.
- W3131055821 cites W2194775991 @default.
- W3131055821 cites W2220271458 @default.
- W3131055821 cites W2557833575 @default.
- W3131055821 cites W2613718673 @default.
- W3131055821 cites W2796985251 @default.
- W3131055821 cites W2883754639 @default.
- W3131055821 cites W2884030607 @default.
- W3131055821 cites W2907214745 @default.
- W3131055821 cites W2931882224 @default.
- W3131055821 cites W2943070176 @default.
- W3131055821 cites W2943826729 @default.
- W3131055821 cites W2963150697 @default.
- W3131055821 cites W2963225012 @default.
- W3131055821 cites W2963438548 @default.
- W3131055821 cites W2963574614 @default.
- W3131055821 cites W2963639915 @default.
- W3131055821 cites W2963787027 @default.
- W3131055821 cites W2963805953 @default.
- W3131055821 cites W2963901085 @default.
- W3131055821 cites W2964304299 @default.
- W3131055821 cites W2971285378 @default.
- W3131055821 cites W2987087879 @default.
- W3131055821 cites W2990501368 @default.
- W3131055821 cites W3014641072 @default.
- W3131055821 cites W3034308694 @default.
- W3131055821 cites W3035094850 @default.
- W3131055821 cites W3035186652 @default.
- W3131055821 cites W3035228163 @default.
- W3131055821 cites W3095440956 @default.
- W3131055821 cites W3115484111 @default.
- W3131055821 doi "https://doi.org/10.48550/arxiv.2102.07968" @default.
- W3131055821 hasPublicationYear "2021" @default.
- W3131055821 type Work @default.
- W3131055821 sameAs 3131055821 @default.
- W3131055821 citedByCount "0" @default.
- W3131055821 crossrefType "posted-content" @default.
- W3131055821 hasAuthorship W3131055821A5034334751 @default.
- W3131055821 hasAuthorship W3131055821A5041308407 @default.
- W3131055821 hasAuthorship W3131055821A5071024092 @default.
- W3131055821 hasAuthorship W3131055821A5071697996 @default.
- W3131055821 hasAuthorship W3131055821A5074405661 @default.
- W3131055821 hasAuthorship W3131055821A5081435173 @default.
- W3131055821 hasBestOaLocation W31310558211 @default.
- W3131055821 hasConcept C114614502 @default.
- W3131055821 hasConcept C116834253 @default.
- W3131055821 hasConcept C119857082 @default.
- W3131055821 hasConcept C13280743 @default.
- W3131055821 hasConcept C154945302 @default.
- W3131055821 hasConcept C162324750 @default.
- W3131055821 hasConcept C164226766 @default.
- W3131055821 hasConcept C17744445 @default.
- W3131055821 hasConcept C185798385 @default.
- W3131055821 hasConcept C187736073 @default.
- W3131055821 hasConcept C189430467 @default.
- W3131055821 hasConcept C199539241 @default.
- W3131055821 hasConcept C205649164 @default.
- W3131055821 hasConcept C26517878 @default.
- W3131055821 hasConcept C2776359362 @default.
- W3131055821 hasConcept C2780451532 @default.
- W3131055821 hasConcept C33923547 @default.
- W3131055821 hasConcept C38652104 @default.
- W3131055821 hasConcept C41008148 @default.
- W3131055821 hasConcept C59822182 @default.
- W3131055821 hasConcept C86037889 @default.
- W3131055821 hasConcept C86803240 @default.
- W3131055821 hasConcept C94625758 @default.
- W3131055821 hasConceptScore W3131055821C114614502 @default.
- W3131055821 hasConceptScore W3131055821C116834253 @default.
- W3131055821 hasConceptScore W3131055821C119857082 @default.
- W3131055821 hasConceptScore W3131055821C13280743 @default.
- W3131055821 hasConceptScore W3131055821C154945302 @default.
- W3131055821 hasConceptScore W3131055821C162324750 @default.
- W3131055821 hasConceptScore W3131055821C164226766 @default.
- W3131055821 hasConceptScore W3131055821C17744445 @default.
- W3131055821 hasConceptScore W3131055821C185798385 @default.
- W3131055821 hasConceptScore W3131055821C187736073 @default.
- W3131055821 hasConceptScore W3131055821C189430467 @default.
- W3131055821 hasConceptScore W3131055821C199539241 @default.
- W3131055821 hasConceptScore W3131055821C205649164 @default.
- W3131055821 hasConceptScore W3131055821C26517878 @default.
- W3131055821 hasConceptScore W3131055821C2776359362 @default.
- W3131055821 hasConceptScore W3131055821C2780451532 @default.
- W3131055821 hasConceptScore W3131055821C33923547 @default.
- W3131055821 hasConceptScore W3131055821C38652104 @default.
- W3131055821 hasConceptScore W3131055821C41008148 @default.
- W3131055821 hasConceptScore W3131055821C59822182 @default.