Enhancing multi-camera people tracking with anchor-guided clustering and spatio-temporal consistency ID re-assignment

HW Huang, CY Yang, Z Jiang, PK Kim… - Proceedings of the …, 2023 - openaccess.thecvf.com
Multi-camera multiple people tracking has become an increasingly important area of
research due to the growing demand for accurate and efficient indoor people tracking …

Transformer-CNN 特征跨注意力融合学习的行人重识别.

项俊, 张金城, 江小平, 侯建华 - Journal of Computer …, 2024 - search.ebscohost.com
卷积神经网络(convolutional neural network, CNN) 关注局部特征, 难以获得全局结构信息,
Transformer 网络建模长距离的特征依赖, 但易忽略局部特征细节. 提出了一种跨注意力融合 …

TRET: Two Stream-Based Regionally Enhanced Transformers for Person Re-Identification

K Lee, KJ Kim, PK Kim, IS Jang - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Person Re-IDentification (ReID) is a pivotal method for pedestrian tracking and retrieval.
This research is inherently challenged by large changes in intra-class or small changes in …

Contextual similarity learning for image retrieval and classification: applications in person re-identification

LP Valem - 2024 - repositorio.unesp.br
The exponential growth of image collections has demanded a significant increase in the use
of machine learning and image retrieval applications across various scenarios. Despite the …