FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3182068765> ?p ?o ?g. }

• W3182068765 abstract "Pedestrian attribute recognition aims to assign multiple attributes to one pedestrian image captured by a video surveillance camera. Although numerous methods are proposed and make tremendous progress, we argue that it is time to step back and analyze the status quo of the area. We review and rethink the recent progress from three perspectives. First, given that there is no explicit and complete definition of pedestrian attribute recognition, we formally define and distinguish pedestrian attribute recognition from other similar tasks. Second, based on the proposed definition, we expose the limitations of the existing datasets, which violate the academic norm and are inconsistent with the essential requirement of practical industry application. Thus, we propose two datasets, PETAtextsubscript{$ZS$} and RAPtextsubscript{$ZS$}, constructed following the zero-shot settings on pedestrian identity. In addition, we also introduce several realistic criteria for future pedestrian attribute dataset construction. Finally, we reimplement existing state-of-the-art methods and introduce a strong baseline method to give reliable evaluations and fair comparisons. Experiments are conducted on four existing datasets and two proposed datasets to measure progress on pedestrian attribute recognition." @default.
• W3182068765 created "2021-07-19" @default.
• W3182068765 creator A5028693655 @default.
• W3182068765 creator A5043657487 @default.
• W3182068765 creator A5047010855 @default.
• W3182068765 creator A5074896945 @default.
• W3182068765 date "2021-07-07" @default.
• W3182068765 modified "2023-09-23" @default.
• W3182068765 title "Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting" @default.
• W3182068765 cites W1836465849 @default.
• W3182068765 cites W1861492603 @default.
• W3182068765 cites W1999705173 @default.
• W3182068765 cites W2031489346 @default.
• W3182068765 cites W2064675550 @default.
• W3182068765 cites W2109494908 @default.
• W3182068765 cites W2111025459 @default.
• W3182068765 cites W2128560777 @default.
• W3182068765 cites W2179042386 @default.
• W3182068765 cites W2194775991 @default.
• W3182068765 cites W2204750386 @default.
• W3182068765 cites W2286727787 @default.
• W3182068765 cites W2308869522 @default.
• W3182068765 cites W2410968923 @default.
• W3182068765 cites W2511791013 @default.
• W3182068765 cites W2518918709 @default.
• W3182068765 cites W2554816096 @default.
• W3182068765 cites W2560023338 @default.
• W3182068765 cites W2565639579 @default.
• W3182068765 cites W2604463754 @default.
• W3182068765 cites W2736410039 @default.
• W3182068765 cites W2808154247 @default.
• W3182068765 cites W2867270703 @default.
• W3182068765 cites W2896249043 @default.
• W3182068765 cites W2898200825 @default.
• W3182068765 cites W2898491875 @default.
• W3182068765 cites W2904764169 @default.
• W3182068765 cites W2905439313 @default.
• W3182068765 cites W2919115771 @default.
• W3182068765 cites W2954765307 @default.
• W3182068765 cites W2957702778 @default.
• W3182068765 cites W2963351448 @default.
• W3182068765 cites W2963365374 @default.
• W3182068765 cites W2963420686 @default.
• W3182068765 cites W2963499153 @default.
• W3182068765 cites W2963620099 @default.
• W3182068765 cites W2963805953 @default.
• W3182068765 cites W2963855133 @default.
• W3182068765 cites W2963943295 @default.
• W3182068765 cites W2964015378 @default.
• W3182068765 cites W2964248351 @default.
• W3182068765 cites W2964304707 @default.
• W3182068765 cites W2965153332 @default.
• W3182068765 cites W2966350035 @default.
• W3182068765 cites W2981537222 @default.
• W3182068765 cites W2986999591 @default.
• W3182068765 cites W2997478096 @default.
• W3182068765 cites W2998496429 @default.
• W3182068765 cites W3034509543 @default.
• W3182068765 cites W3037140251 @default.
• W3182068765 cites W3105077954 @default.
• W3182068765 cites W3166596953 @default.
• W3182068765 cites W603908379 @default.
• W3182068765 doi "https://doi.org/10.48550/arxiv.2107.03576" @default.
• W3182068765 hasPublicationYear "2021" @default.
• W3182068765 type Work @default.
• W3182068765 sameAs 3182068765 @default.
• W3182068765 citedByCount "0" @default.
• W3182068765 crossrefType "posted-content" @default.
• W3182068765 hasAuthorship W3182068765A5028693655 @default.
• W3182068765 hasAuthorship W3182068765A5043657487 @default.
• W3182068765 hasAuthorship W3182068765A5047010855 @default.
• W3182068765 hasAuthorship W3182068765A5074896945 @default.
• W3182068765 hasBestOaLocation W31820687651 @default.
• W3182068765 hasConcept C119857082 @default.
• W3182068765 hasConcept C121332964 @default.
• W3182068765 hasConcept C124101348 @default.
• W3182068765 hasConcept C12725497 @default.
• W3182068765 hasConcept C127413603 @default.
• W3182068765 hasConcept C153180895 @default.
• W3182068765 hasConcept C154945302 @default.
• W3182068765 hasConcept C17744445 @default.
• W3182068765 hasConcept C199539241 @default.
• W3182068765 hasConcept C22212356 @default.
• W3182068765 hasConcept C24890656 @default.
• W3182068765 hasConcept C2776748549 @default.
• W3182068765 hasConcept C2777113093 @default.
• W3182068765 hasConcept C2778355321 @default.
• W3182068765 hasConcept C2780009758 @default.
• W3182068765 hasConcept C2780156472 @default.
• W3182068765 hasConcept C41008148 @default.
• W3182068765 hasConceptScore W3182068765C119857082 @default.
• W3182068765 hasConceptScore W3182068765C121332964 @default.
• W3182068765 hasConceptScore W3182068765C124101348 @default.
• W3182068765 hasConceptScore W3182068765C12725497 @default.
• W3182068765 hasConceptScore W3182068765C127413603 @default.
• W3182068765 hasConceptScore W3182068765C153180895 @default.
• W3182068765 hasConceptScore W3182068765C154945302 @default.
• W3182068765 hasConceptScore W3182068765C17744445 @default.
• W3182068765 hasConceptScore W3182068765C199539241 @default.
• W3182068765 hasConceptScore W3182068765C22212356 @default.

• next