Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device

Author:

Mao Junzhu1ORCID,Yao Yazhou1ORCID,Sun Zeren1ORCID,Huang Xingguo2ORCID,Shen Fumin3ORCID,Shen Heng-Tao3ORCID

Affiliation:

1. School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China

2. College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China

3. School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Jiangsu Province

China Postdoctoral Science Foundation

Jiangsu Funding Program for Excellent Postdoctoral Talent

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Media Technology,Signal Processing

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. EdgeVPR: Transformer-Based Real-Time Video Person Re-Identification at the Edge;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

2. Dual Dynamic Threshold Adjustment Strategy;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-05-15

3. Self-similarity guided probabilistic embedding matching based on transformer for occluded person re-identification;Expert Systems with Applications;2024-03

4. Person search over security video surveillance systems using deep learning methods: A review;Image and Vision Computing;2024-03

5. Occlusion-Aware Transformer With Second-Order Attention for Person Re-Identification;IEEE Transactions on Image Processing;2024

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