An Improved End-to-End Multi-Target Tracking Method Based on Transformer Self-Attention

no code implementations • 11 Nov 2022 • Yong Hong, Deren Li, Shupei Luo, Xin Chen, Yi Yang, Mi Wang

This study proposes an improved end-to-end multi-target tracking algorithm that adapts to multi-view multi-scale scenes based on the self-attentive mechanism of the transformer's encoder-decoder structure.

Multiple Object Tracking

A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection

no code implementations • 29 May 2020 • Rongfang Wang, Fan Ding, Licheng Jiao, Jia-Wei Chen, Bo Liu, Wenping Ma, Mi Wang

We verify our light-weighted neural network on four sets of bitemporal SAR images.

Change Detection

Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net

no code implementations • 19 Jun 2019 • Rongfang Wang, Jie Zhang, Jia-Wei Chen, Licheng Jiao, Mi Wang

Change detection is a quite challenging task due to the imbalance between unchanged and changed class.

Change Detection

SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance

no code implementations • 19 Jun 2019 • Rongfang Wang, Jia-Wei Chen, Yule Wang, Licheng Jiao, Mi Wang

In this letter, we proposed a spatial metric learning method to obtain a difference image more robust to the speckle by learning a metric from a set of constraint pairs.

Change Detection Metric Learning