People live in a 3D world. However, existing works on person re-identification (re-id) mostly consider the representation learning in a 2D space, intrinsically limiting the understanding of people. In this work, we address this limitation by exploring the prior knowledge of the 3D body structure...
Parameter-Efficient Person Re-identification in the 3D Space (TNNLS) [paper][project] Learning 3D Shape Feature for Texture-insensitive Person Re-identification(CVPR) [paper] Vision-Language Papers 2023 CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels...
layumi/person-reid-3d master BranchesTags Code README MIT license Person Re-id in the 3D Space [Pdf][Code][中文解读] Thanks for your attention. In this repo, we provide the code for the paper[Parameter-Efficient Person Re-identification in the 3D Space ], published at IEEE Transactions ...
We release one new person re-id code Person Re-identification in the 3D Space, which conduct representation learning in the 3D space. You are welcomed to check out it. 30 April 2020 We have applied this code to the AICity Challenge 2020, yielding the 1st Place Submission to the re-id ...
gan matconvnet image-retrieval person-reidentification re-id person-recognition person-re-identification iccv2017 person-reid Updated Jun 29, 2021 Cuda layumi / person-reid-3d Star 267 Code Issues Pull requests TNNLS'22 🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽 ...
论文阅读笔记(七十)【CVPR2021】:Combined Depth Space based Architecture Search For Person Re-identification Introduction 现有主流方法采用了复杂的骨干网络,参数量大,处理速度慢。因此本文的目标是构建一个计算效率更高、更适合ReID的轻量级网络。 Neural Architecture Search(NAS)被利用来搜索轻量高效的网络,但一般...
Feature embedding spaceRegressionIncremental learningActive learningMost existing person re-identification (re-id) methods are unsuitable for real-world deployment due to two reasons: Unscalability to large population size , and Inadaptability over time . In this work, we present a unified solution to...
Person re-identification (ReID) aims to find the person of interest across multiple non-overlapping cameras. It is considered an essential step for person tracking applications which is vital for surveillance. Person ReID could be investigated either usi
Person Re-identification by encoding free energy feature maps Recognizing objects from disjoint camera views, known as person re-identification, is an important and challenging problem in the field of computer vision... Y Zhao,X Zhao,R Luo,... - 《Multimedia Tools & Applications》 被引量: 1...
The pytorch implementation can be found in GPU-Re-Ranking. 2020 News 11 June 2020 People live in the 3D world. We release one new person re-id code Person Re-identification in the 3D Space, which conduct representation learning in the 3D space. You are welcomed to check out it. 30 ...