An Overview of Text-based Person Search: Recent Advances and Future Directions

K Niu, Y Liu, Y Long, Y Huang, L Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to the practical significance in smart video surveillance systems, Text-Based Person
Search (TBPS) has been one of the research hotspots recently, which refers to searching for …

Text-based person search without parallel image-text data

Y Bai, J Wang, M Cao, C Chen, Z Cao, L Nie… - Proceedings of the 31st …, 2023 - dl.acm.org
Text-based person search (TBPS) aims to retrieve the images of the target person from a
large image gallery based on a given natural language description. Existing methods are …

Person search over security video surveillance systems using deep learning methods: A review

S Irene, AJ Prakash, VR Uthariaraj - Image and Vision Computing, 2024 - Elsevier
Person search has become one of the most critical and challenging applications in today's
video surveillance systems. It helps in locating a person in surveillance videos, which is …

Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification

Z Zhao, B Liu, Y Lu, Q Chu, N Yu - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Text-to-Image person re-identification (TI-ReID) aims to retrieve the images of target identity
according to the given textual description. The existing methods in TI-ReID focus on aligning …

Adaptive and Collaborative Multi-scale Alignment for Text-Based Person Search

X Yang, R Pan, H Yang - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
Text-to-image person search is challenging due to the cross-scale correspondences and
information inequality between modalities. Specifically, images and text are complexly …