In this paper, we introduce Random Erasing, a new data augmentation method for training the convolutional neural network (CNN). In training, Random Erasing randomly selects a …
C Song, Y Huang, W Ouyang… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Abstract Person Re-identification (ReID) is an important yet challenging task in computer vision. Due to the diverse background clutters, variations on viewpoints and body poses, it is …
Person re-identification is a challenging task mainly due to factors such as background clutter, pose, illumination and camera point of view variations. These elements hinder the …
In the past few years, the field of computer vision has gone through a revolution fueled mainly by the advent of large datasets and the adoption of deep convolutional neural …
X Chang, TM Hospedales… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Key to effective person re-identification (Re-ID) is modelling discriminative and view- invariant factors of person appearance at both high and low semantic levels. Recently …
MS Sarfraz, A Schumann, A Eberle… - Proceedings of the …, 2018 - openaccess.thecvf.com
Person re-identification is a challenging retrieval task that requires matching a person's acquired image across non-overlapping camera views. In this paper we propose an effective …
J Liu, B Ni, Y Yan, P Zhou… - Proceedings of the …, 2018 - openaccess.thecvf.com
Person re-identification (ReID) is an important task in the field of intelligent security. A key challenge is how to capture human pose variations, while existing benchmarks (ie …
N Wojke, A Bewley - … IEEE winter conference on applications of …, 2018 - ieeexplore.ieee.org
Metric learning aims to construct an embedding where two extracted features corresponding to the same identity are likely to be closer than features from different identities. This paper …
Z Zheng, L Zheng, Y Yang - … on Circuits and Systems for Video …, 2018 - ieeexplore.ieee.org
Person re-identification (re-ID) is mostly viewed as an image retrieval problem. This task aims to search a query person in a large image pool. In practice, person re-ID usually adopts …