Researching | Domain-Adaptive Person Search With Diverse Images and Instance Augmentation

Laser & Optoelectronics Progress, Volume. 61, Issue 14, 1437011(2024)

Domain-Adaptive Person Search With Diverse Images and Instance Augmentation

Zhiqiang Dong, Jiale Cao^*, and Aiping Yang

Author Affiliations

School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China

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References (31)

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References(31)

[1] Tang H Y, Wu C, Liu Y et al. Fast target search method based on feature hierarchical cascade network[J]. Laser & Optoelectronics Progress, 59, 0215005(2022).

[2] Li X, He M, Luo H B. Occluded pedestrian detection algorithm based on improved YOLOv3[J]. Acta Optica Sinica, 42, 1415003(2022).

[3] He Z F, Chen G C, Chen J S et al. Multi-scale feature fusion lightweight real-time infrared pedestrian detection at night[J]. Chinese Journal of Lasers, 49, 1709002(2022).

[4] Hou Y F, Ding C, Liu H et al. Enhancement and recognition of infrared target with low quality under backlight maritime condition[J]. Acta Optica Sinica, 43, 0612003(2023).

[5] Han C C. Research on person search with joint optimization of detection and re-identification[D], 1-19(2022).

[6] Dong W K, Zhang Z X, Song C F et al. Instance guided proposal network for person search[C], 2582-2591(2020).

[7] Chen D, Zhang S S, Ouyang W L, Ferrari V, Hebert M, Sminchisescu C et al. Person search via a mask-guided two-stream CNN model[M]. Computer vision-ECCV 2018. Lecture notes in computer science, 11211, 764-781(2018).

[8] Lan X, Zhu X T, Gong S G, Ferrari V, Hebert M, Sminchisescu C et al. Person search by multi-scale matching[M]. Computer vision-ECCV 2018. Lecture notes in computer science, 11205, 553-569(2018).

[9] Wang C, Ma B P, Chang H et al. TCTS: a task-consistent two-stage framework for person search[C], 11949-11958(2020).

[10] Chen D, Zhang S S, Yang J et al. Norm-aware embedding for efficient person search[C], 12612-12621(2020).

[11] Cao J L, Pang Y W, Anwer R M et al. PSTR: end-to-end one-step person search with transformers[C], 9448-9457(2022).

[12] Yu R, Du D W, LaLonde R et al. Cascade transformers for end-to-end person search[C], 7257-7266(2022).

[13] Zheng L, Zhang H H, Sun S Y et al. Person re-identification in the wild[C], 3346-3355(2017).

[14] Xiao T, Li S, Wang B C et al. Joint detection and identification feature learning for person search[C], 3376-3385(2017).

[15] Yan Y C, Li J P, Qin J et al. Anchor-free person search[C], 7686-7695(2021).

[16] Han C C, Zheng Z D, Gao C X et al. Decoupled and memory-reinforced networks: towards effective feature learning for one-step person search[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 35, 1505-1512(2021).

[17] Han B J, Ko K, Sim J Y. End-to-end trainable trident person search network using adaptive gradient propagation[C], 905-913(2021).

[18] Li J J, Yan Y C, Wang G S, Avidan S, Brostow G, Cissé M et al. Domain adaptive person search[M]. Computer vision-ECCV 2022. Lecture notes in computer science, 13674, 302-318(2022).

[19] Li Z J, Miao D Q. Sequential end-to-end network for efficient person search[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 35, 2011-2019(2021).

[20] Schwonberg M, El Bouazati F, Schmidt N M et al. Augmentation-based domain generalization for semantic segmentation[C](2023).

[21] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition[C], 770-778(2016).

[22] Liu H, Feng J S, Jie Z Q et al. Neural person search machines[C], 493-501(2017).

[23] Chang X J, Huang P Y, Shen Y D, Ferrari V, Hebert M, Sminchisescu C et al. RCAA: relational context-aware agents for person search[M]. Computer vision–ECCV 2018. Lecture notes in computer science, 11213, 86-102(2018).

[24] Xiao J M, Xie Y C, Tillo T et al. IAN: the individual aggregation network for person search[J]. Pattern Recognition, 87, 332-340(2019).

[25] Yan Y C, Zhang Q, Ni B B et al. Learning context graph for person search[C], 2153-2162(2019).

[26] Munjal B, Amin S, Tombari F et al. Query-guided end-to-end person search[C], 811-820(2019).

[27] Chen D, Zhang S S, Ouyang W L et al. Hierarchical online instance matching for person search[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 34, 10518-10525(2020).

[28] Han C C, Ye J C, Zhong Y S et al. Re-ID driven localization refinement for person search[C], 9813-9822(2019).

[29] Zhong Y J, Wang X Y, Zhang S L. Robust partial matching for person search in the wild[C], 6826-6834(2020).

[30] Dong W K, Zhang Z X, Song C F et al. Bi-directional interaction network for person search[C], 2836-2845(2020).

[31] Kim H, Joung S, Kim I J et al. Prototype-guided saliency feature learning for person search[C], 4863-4872(2021).

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Zhiqiang Dong, Jiale Cao, Aiping Yang. Domain-Adaptive Person Search With Diverse Images and Instance Augmentation[J]. Laser & Optoelectronics Progress, 2024, 61(14): 1437011

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Paper Information

Category: Digital Image Processing

Received: Nov. 30, 2023

Accepted: Jan. 8, 2024

Published Online: Jul. 8, 2024

The Author Email: Jiale Cao (connor@tju.edu.cn)

DOI:10.3788/LOP232590

CSTR:32186.14.LOP232590

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology