Vehicle trace detection in two-pass SAR coherent change detection images with spatial feature enhanced Unet and adaptive augmentation

J Zhang, M Xing, GC Sun, X Shi - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As a typical application of remote sensing technology, change detection can find the ground
information changes by acquiring the images of the same region at different times. The …

Two-stage change detection for synthetic aperture radar

M Cha, RD Phillips, PJ Wolfe… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Coherent change detection using paired synthetic aperture radar (SAR) images is often
performed using a classical coherence estimator that is invariant to the true variances of the …

[HTML][HTML] Multi-frequency interferometric coherence characteristics analysis of typical objects for coherent change detection

Z Wang, Y Wang, B Wang, M Xiang, R Wang, W Xu… - Remote Sensing, 2022 - mdpi.com
This paper focuses on the study of a multi-frequency interferometric coherence
characteristics analysis of typical objects for coherent change detection. Coherent change …

[PDF][PDF] 一种基于概率图模型的多时相SAR 相干变化检测方法

冀广宇, 董勇伟, 李焱磊, 梁兴东 - 电子与信息学报, 2017 - edit.jeit.ac.cn
相干变化检测(CCD) 利用重轨SAR 数据对场景中表现为低相干特性的变化区域具有良好的检测
性能, 然而场景中诸如植被, 阴影, 强散射旁瓣, 低散射等区域也呈现低相干特性 …

Joint Exploitation of Coherent Change Detection and Global-Context Capturing Network for Subtle Changed Track Detection with Airborne SAR

J Zhang, M Xing, W Liu, G Sun - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Change detection is a crucial remote sensing (RS) application because it can locate the
interesting changed regions and provide corresponding time-series information with …

Combined intensity and coherent change detection for synthetic aperture radar

M Cha, RD Phillips, PJ Wolfe - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Coherent change detection using paired synthetic aperture radar images is performed using
a classical coherence estimator applied under an assumption of complex Gaussian data …

Coherent change detection of fine traces based on multi-angle SAR observations

X Kou, G Wang, J Li, J Chen - Journal of Systems Engineering …, 2023 - ieeexplore.ieee.org
Coherent change detection (CCD) is an effective method to detect subtle scene changes
that occur between temporal synthetic aperture radar (SAR) observations. Most coherence …

Change detection experiments using Gotcha public release SAR data

I Stojanovic, L Novak - Algorithms for Synthetic Aperture Radar …, 2013 - spiedigitallibrary.org
In this paper we compare coherent change detection performance obtained using the
maximum likelihood estimate (MLE) of the SAR image-pair coherence versus using the …

[PDF][PDF] Advances in SAR change detection

LM Novak - Radar Automatic Target Recognition (ATR) and Non …, 2013 - sto.nato.int
ABSTRACT SAR change detection performance using coherent change detection (CCD)
and non-coherent change detection (NCCD) algorithms is demonstrated using high …

A multi-temporal SAR coherent change detection method based on probabilistic graphical models

G JI, Y DONG, Y LI, X LIANG - 电子与信息学报, 2017 - jeit.ac.cn
Abstract Coherent Change Detection (CCD) has good performance on detecting change
regions with low coherence in the scene by using repeat-pass Synthetic Aperture Radar …