ConvNeXt-Driven Dynamic Unified Network with Adaptive Feature Calibration for End-to-End Person Search
Source abstract
Abstract
The requirement for precise detection and recognition of target pedestrians in unprocessed real-world imagery drives the formulation of person search as an integrated technological framework that unifies pedestrian detection ... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Video Surveillance and Tracking Methods · Advanced Neural Network Applications · Gait Recognition and Analysis
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (27)
Show source-provided references
1. Person search in a scene by jointly modeling people commonness and person uniqueness
2. Joint detection and identification feature learning for person search
3. Faster R-CNN: towards real-time object detection with region proposal networks10.1109/TPAMI.2016.2577031 ↗
4. Person re-identification in the wild
5. Person search by multi-scale matching
6. Re-id driven localization refinement for person search
7. Yan Y, Zhang Q, Ni B, Zhang W, Xu M, Yang X. Learning context graph for person search. arXiv:1904.01830. 2019.10.1109/CVPR.2019.00226 ↗
8. Query-guided end-to-end person search
9. Multi-scale occlusion suppression network for occluded person re-identification10.1016/j.patrec.2024.07.009 ↗
10. Norm-aware embedding for efficient person search
11. Sequential end-to-end network for efficient person search
12. Dosovitskiy A, Beyer L, Kolesnikov A, Weissenborn D, Zhai X, Unterthiner T, et al. An image is worth 16x16 words: transformers for image recognition at scale. arXiv:2010.11929. 2020.
13. Diverse part discovery: occluded person re-identification with part-aware transformer
14. Nformer: robust person re-identification with neighbor transformer
15. Hat: hierarchical aggregation transformers for person re-identification
16. Sequential transformer for end-to-end person search
17. Multi-query person search with transformers
18. Learning feature contexts by transformer and CNN hybrid deep network for weakly supervised person search10.1016/j.cviu.2023.103906 ↗
19. DTHN: dual-transformer head end-to-end person search network
20. PSTR: end-to-end one-step person search with transformers
21. Cascade transformers for end-to-end person search
22. Carion N, Massa F, Synnaeve G, Usunier N, Kirillov A, Zagoruyko S. End-to-end object detection with transformers. arXiv:2005.12872. 2020.10.1007/978-3-030-58452-8_13 ↗
23. Cascade R-CNN: delving into high quality object detection
24. Learning adaptive shift and task decoupling for discriminative one-step person search10.1016/j.knosys.2024.112483 ↗
25. Instance guided proposal network for person search
26. TCTS: a task-consistent two-stage framework for person search
27. Anchor-free person search