Towards effective person search with deep learning: A survey from systematic perspective

P Zhang, X Yu, C Wang, J Zheng, X Ning, X Bai - Pattern Recognition, 2024 - Elsevier
Person search detects and retrieves simultaneously a query person across uncropped
scene images captured by multiple non-overlap** cameras. In light of the deep learning …

A review on anchor assignment and sampling heuristics in deep learning-based object detection

XT Vo, KH Jo - Neurocomputing, 2022 - Elsevier
Deep learning-based object detection is a fundamental but challenging problem in computer
vision field, has attracted a lot of study in recent years. State-of-the-art object detection …

Dual-branch information extraction and local attention anchor-free network for defect detection

X Wang, Q Zhang, C Chen - Scientific Reports, 2024 - nature.com
In the production process, the presence of surface defects seriously affects the quality of
industrial products. Existing defect detectors are not suitable for surface with scattered …

[HTML][HTML] One-shot multiple object tracking in UAV videos using task-specific fine-grained features

H Wu, J Nie, Z He, Z Zhu, M Gao - Remote Sensing, 2022 - mdpi.com
Multiple object tracking (MOT) in unmanned aerial vehicle (UAV) videos is a fundamental
task and can be applied in many fields. MOT consists of two critical procedures, ie, object …

Robust aerial person detection with lightweight distillation network for edge deployment

X Zhang, Y Feng, S Zhang, N Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Aerial person detection (APD) is vital for enhancing search and rescue (SaR) operations,
particularly when locating victims in remote, poorly-lit areas. Despite advancements in …

A survey on deep clustering: from the prior perspective

Y Lu, H Li, Y Li, Y Lin, X Peng - Vicinagearth, 2024 - Springer
Facilitated by the powerful feature extraction ability of neural networks, deep clustering has
achieved great success in analyzing high-dimensional and complex real-world data. The …

DDAM-PS: Diligent domain adaptive mixer for person search

MK Almansoori, M Fiaz… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Person search (PS) is a challenging computer vision problem where the objective is to
achieve joint optimization for pedestrian detection and re-Person search (PS) is a …

Ldtrack: dynamic people tracking by service robots using diffusion models

A Fung, B Benhabib, G Nejat - International Journal of Computer Vision, 2025 - Springer
Tracking of dynamic people in cluttered and crowded human-centered environments is a
challenging robotics problem due to the presence of intraclass variations including …

DTHN: Dual-Transformer Head End-to-End Person Search Network.

C Feng, D Han, C Chen - Computers, Materials & Continua, 2023 - search.ebscohost.com
Person search mainly consists of two submissions, namely Person Detection and Person Re-
identification (reID). Existing approaches are primarily based on Faster R-CNN and …

Grouped adaptive loss weighting for person search

Y Tian, D Chen, Y Liu, S Zhang, J Yang - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Person search is an integrated task of multiple sub-tasks such as foreground/background
classification, bounding box regression and person re-identification. Therefore, person …