63 citations · 104 across the 5 of their papers we have counts for
5 papers
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications
Junpeng Zhang, Yue Ju, Biqiang Mu +2
Spatial-temporal Gaussian process regression is a popular method for spatial-temporal data modeling. Its state-of-art implementation is based on the state-space model realization o…
Knowledge Distillation for Oriented Object Detection on Aerial Images
Yicheng Xiao, Junpeng Zhang
Deep convolutional neural network with increased number of parameters has achieved improved precision in task of object detection on natural images, where objects of interests are…
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images
Feng Jie, Yuping Liang, Junpeng Zhang +3
Ship detection in aerial images remains an active yet challenging task due to arbitrary object orientation and complex background from a bird's-eye perspective. Most of the existin…
Online Structured Sparsity-based Moving Object Detection from Satellite Videos
Junpeng Zhang, Xiuping Jia, Jiankun Hu +1
Inspired by the recent developments in computer vision, low-rank and structured sparse matrix decomposition can be potentially be used for extract moving objects in satellite video…
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos
Junpeng Zhang, Xiuping Jia, Jiankun Hu
Detecting moving objects from ground-based videos is commonly achieved by using background subtraction techniques. Low-rank matrix decomposition inspires a set of state-of-the-art…