1 code implementation • 9 Dec 2020 • Haijun Liu, Yanxia Chai, Xiaoheng Tan, Dong Li, Xichuan Zhou
In this letter, we propose a conceptually simple and effective dual-granularity triplet loss for visible-thermal person re-identification (VT-ReID).
Ranked #2 on Cross-Modal Person Re-Identification on RegDB
1 code implementation • 22 Nov 2020 • Xinzheng Zhang, Hang Su, Ce Zhang, Xiaowei Gu, Xiaoheng Tan, Peter M. Atkinson
In this paper, a robust unsupervised approach is proposed for small area change detection from multi-temporal SAR images using deep learning.
1 code implementation • 14 Aug 2020 • Haijun Liu, Xiaoheng Tan, Xichuan Zhou
By well splitting the ResNet50 model to construct the modality-specific feature extracting network and modality-sharing feature embedding network, we experimentally demonstrate the effect of parameters sharing of two-stream network for VT Re-ID.
Ranked #1 on Cross-Modal Person Re-Identification on RegDB
Cross-Modality Person Re-identification Cross-Modal Person Re-Identification
no code implementations • 3 Mar 2020 • Xinzheng Zhang, Hang Su, Ce Zhang, Peter M. Atkinson, Xiaoheng Tan, Xiaoping Zeng, Xin Jian
Parallel FCM are utilized on these two mapped DDIs to obtain three types of pseudo-label pixels, namely, changed pixels, unchanged pixels, and intermediate pixels.
no code implementations • 10 Feb 2020 • Xiaoheng Zhang, Yongming Li, Pin Wang, Xiaoheng Tan, Yuchuan Liu
In this paper, a novel PD classification algorithm based on sparse kernel transfer learning combined with a parallel optimization of samples and features is proposed.
no code implementations • 17 Jan 2020 • Xinzheng Zhang, Guo Liu, Ce Zhang, Peter M. Atkinson, Xiaoheng Tan, Xin Jian, Xichuan Zhou, Yongming Li
The prediction of this Phase is the set of changed and unchanged superpixels.