54 citations · 85 across the 7 of their papers we have counts for
7 papers
DeTracker: Motion-decoupled Vehicle Detection and Tracking in Unstabilized Satellite Videos
Jiajun Chen, Jing Xiao, Shaohan Cao +4
Satellite videos provide continuous observations of surface dynamics but pose significant challenges for multi-object tracking (MOT), especially under unstabilized conditions where…
CHARM: Collaborative Harmonization across Arbitrary Modalities for Modality-agnostic Semantic Segmentation
Lekang Wen, Jing Xiao, Liang Liao +2
Modality-agnostic Semantic Segmentation (MaSS) aims to achieve robust scene understanding across arbitrary combinations of input modality. Existing methods typically rely on explic…
SDM-Car: A Dataset for Small and Dim Moving Vehicles Detection in Satellite Videos
Zhen Zhang, Tao Peng, Liang Liao +2
Vehicle detection and tracking in satellite video is essential in remote sensing (RS) applications. However, upon the statistical analysis of existing datasets, we find that the di…
An Improved End-to-End Multi-Target Tracking Method Based on Transformer Self-Attention
Yong Hong, Deren Li, Shupei Luo +3
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 e…
A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection
Rongfang Wang, Fan Ding, Licheng Jiao +4
Recently, many Convolution Neural Networks (CNN) have been successfully employed in bitemporal SAR image change detection. However, most of the existing networks are too heavy and…
SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance
Rongfang Wang, Jia-Wei Chen, Yule Wang +2
The log-ratio (LR) operator has been widely employed to generate the difference image for synthetic aperture radar (SAR) image change detection. However, the difference image gener…