Search Results for author: Xiaoheng Tan

Found 6 papers, 3 papers with code

Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification

1 code implementation9 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).

Cross-Modal Person Re-Identification

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning

1 code implementation22 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.

Change Detection Clustering +2

Parameter Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-Identification

1 code implementation14 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.

Cross-Modality Person Re-identification Cross-Modal Person Re-Identification

A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet

no code implementations3 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.

Change Detection Clustering +1

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