Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366668491> ?p ?o ?g. }
- W4366668491 endingPage "16" @default.
- W4366668491 startingPage "1" @default.
- W4366668491 abstract "Multiple people can have similar appearances and portions of images can be occluded or have viewpoint changes in real scenarios, causing the increased difficulty of person re-identification (Re-ID). To address these problems, we propose a dual-channel person Re-ID algorithm that integrates person Re-ID image-text pairs into the classification network for end-to-end learning. We construct an image channel and a text channel, and subsequently extract visual information and text information using a convolutional neural network and a simple recurrent units network, respectively. The text information is used to assist in the learning of visual information, consequently improving the robustness of the visual information. In addition, the visual features are divided into two branches to calculate the global and local features. Global features focus on the overall appearance of a person, whereas local features provide more fine-grained detail. Text information is more accurate and reliable, and it is thus more robust to occlusion and viewpoint changes. Visual information complemented by text information can describe a person more accurately and reliably. Extensive experiments demonstrate our method achieves state-of-the-art performance." @default.
- W4366668491 created "2023-04-23" @default.
- W4366668491 creator A5017016905 @default.
- W4366668491 creator A5027794282 @default.
- W4366668491 creator A5029742741 @default.
- W4366668491 creator A5032192630 @default.
- W4366668491 creator A5059067107 @default.
- W4366668491 creator A5063092133 @default.
- W4366668491 creator A5082606612 @default.
- W4366668491 date "2023-01-01" @default.
- W4366668491 modified "2023-10-08" @default.
- W4366668491 title "An Image-Text Dual-Channel Union Network for Person Re-Identification" @default.
- W4366668491 cites W1832693441 @default.
- W4366668491 cites W1949591461 @default.
- W4366668491 cites W1982925187 @default.
- W4366668491 cites W2018507448 @default.
- W4366668491 cites W2046835352 @default.
- W4366668491 cites W2131255818 @default.
- W4366668491 cites W2168356304 @default.
- W4366668491 cites W2204750386 @default.
- W4366668491 cites W2342611082 @default.
- W4366668491 cites W2467139031 @default.
- W4366668491 cites W2584637367 @default.
- W4366668491 cites W2585635281 @default.
- W4366668491 cites W2604463754 @default.
- W4366668491 cites W2736410039 @default.
- W4366668491 cites W2738406610 @default.
- W4366668491 cites W2755066373 @default.
- W4366668491 cites W2777534232 @default.
- W4366668491 cites W2798590501 @default.
- W4366668491 cites W2798775284 @default.
- W4366668491 cites W2885709146 @default.
- W4366668491 cites W2886249837 @default.
- W4366668491 cites W2896888563 @default.
- W4366668491 cites W2909479956 @default.
- W4366668491 cites W2922660557 @default.
- W4366668491 cites W2931208564 @default.
- W4366668491 cites W2946574625 @default.
- W4366668491 cites W2949195375 @default.
- W4366668491 cites W2956467153 @default.
- W4366668491 cites W2959022568 @default.
- W4366668491 cites W2962706983 @default.
- W4366668491 cites W2962926870 @default.
- W4366668491 cites W2963067443 @default.
- W4366668491 cites W2963163216 @default.
- W4366668491 cites W2963174729 @default.
- W4366668491 cites W2963322158 @default.
- W4366668491 cites W2963383990 @default.
- W4366668491 cites W2963449390 @default.
- W4366668491 cites W2963557071 @default.
- W4366668491 cites W2963637710 @default.
- W4366668491 cites W2963790258 @default.
- W4366668491 cites W2963842104 @default.
- W4366668491 cites W2964044605 @default.
- W4366668491 cites W2964130064 @default.
- W4366668491 cites W2964186374 @default.
- W4366668491 cites W2965248479 @default.
- W4366668491 cites W2968039979 @default.
- W4366668491 cites W2979931389 @default.
- W4366668491 cites W2979938149 @default.
- W4366668491 cites W2981393440 @default.
- W4366668491 cites W2984040540 @default.
- W4366668491 cites W2984145721 @default.
- W4366668491 cites W2988916019 @default.
- W4366668491 cites W2997052190 @default.
- W4366668491 cites W2997421053 @default.
- W4366668491 cites W2997987796 @default.
- W4366668491 cites W2998792609 @default.
- W4366668491 cites W3005339439 @default.
- W4366668491 cites W3024957307 @default.
- W4366668491 cites W3034303554 @default.
- W4366668491 cites W3035176451 @default.
- W4366668491 cites W3035186652 @default.
- W4366668491 cites W3035569526 @default.
- W4366668491 cites W3047929456 @default.
- W4366668491 cites W3083923056 @default.
- W4366668491 cites W3089619751 @default.
- W4366668491 cites W3093025987 @default.
- W4366668491 cites W3095440956 @default.
- W4366668491 cites W3100506510 @default.
- W4366668491 cites W3101408564 @default.
- W4366668491 cites W3102668440 @default.
- W4366668491 cites W3105077954 @default.
- W4366668491 cites W3120139554 @default.
- W4366668491 cites W3120441777 @default.
- W4366668491 cites W3128962944 @default.
- W4366668491 cites W3133975347 @default.
- W4366668491 cites W3136038792 @default.
- W4366668491 cites W3164289800 @default.
- W4366668491 cites W3165835426 @default.
- W4366668491 cites W3165938138 @default.
- W4366668491 cites W3173506890 @default.
- W4366668491 cites W3176378302 @default.
- W4366668491 cites W3176984140 @default.
- W4366668491 cites W3181367324 @default.
- W4366668491 cites W3197756237 @default.
- W4366668491 cites W3202312310 @default.
- W4366668491 cites W3205291758 @default.