Land cover change detection with heterogeneous remote sensing images: Review, progress, and perspective

ZY Lv, HT Huang, X Li, MH Zhao… - Proceedings of the …, 2022 - ieeexplore.ieee.org
With the fast development of remote sensing platforms and sensors technology, change
detection with heterogeneous remote sensing images (Hete-CD) has become an attractive …

Land cover change detection techniques: Very-high-resolution optical images: A review

Z Lv, T Liu, JA Benediktsson… - IEEE Geoscience and …, 2021 - ieeexplore.ieee.org
Land cover change detection (LCCD) with remote sensing images is an important
application of Earth observation data because it provides insights into environmental health …

A deep siamese network with hybrid convolutional feature extraction module for change detection based on multi-sensor remote sensing images

M Wang, K Tan, X Jia, X Wang, Y Chen - Remote Sensing, 2020 - mdpi.com
Information extraction from multi-sensor remote sensing images has increasingly attracted
attention with the development of remote sensing sensors. In this study, a supervised …

Change detection method for remote sensing images based on an improved Markov random field

W Gu, Z Lv, M Hao - Multimedia Tools and Applications, 2017 - Springer
The fixed weights between the center pixel and neighboring pixels are used in the traditional
Markov random field for change detection, which will easily cause the overuse of spatial …

Spatial-spectral similarity based on adaptive region for landslide inventory map** with remote sensed images

Z Lv, T Yang, T Lei, W Zhou, Z Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Landslide is one of the most serious geological disasters around the world, and acquiring
landslide inventory map** (LIM) with remote-sensed images (RSIs) plays an important …

Urban building change detection in SAR images using combined differential image and residual u-net network

L Li, C Wang, H Zhang, B Zhang, F Wu - Remote Sensing, 2019 - mdpi.com
With the rapid development of urbanization in China, monitoring urban changes is of great
significance to city management, urban planning, and cadastral map updating. Spaceborne …

Harmony in diversity: Content cleansing change detection framework for very-high-resolution remote-sensing images

M Cheng, W He, Z Li, G Yang, H Zhang - ISPRS Journal of …, 2024 - Elsevier
Change detection, as a crucial task in the field of Earth observation, aims to identify changed
pixels between multi-temporal remote-sensing images captured at the same geographical …

Automatic change detection in high-resolution remote sensing images by using a multiple classifier system and spectral–spatial features

K Tan, X **, A Plaza, X Wang… - IEEE Journal of …, 2016 - ieeexplore.ieee.org
Change detection (CD) is an active research topic in remote sensing applications including
urban studies, disaster assessment, and deforestation monitoring. In this paper, we propose …

Change detection based on Gabor wavelet features for very high resolution remote sensing images

Z Li, W Shi, H Zhang, M Hao - IEEE Geoscience and Remote …, 2017 - ieeexplore.ieee.org
In this letter, we propose a change detection method based on Gabor wavelet features for
very high resolution (VHR) remote sensing images. First, Gabor wavelet features are …

[HTML][HTML] Novel approach to unsupervised change detection based on a robust semi-supervised FCM clustering algorithm

P Shao, W Shi, P He, M Hao, X Zhang - Remote Sensing, 2016 - mdpi.com
This study presents a novel approach for unsupervised change detection in multitemporal
remotely sensed images. This method addresses the problem of the analysis of the …