Deep learning for change detection in remote sensing images: Comprehensive review and meta-analysis

L Khelifi, M Mignotte - Ieee Access, 2020 - ieeexplore.ieee.org
… frequently adopted for change detection. Secondly, … of change detection DL studies. Then,
we focus on deep learning-based change detection methodologies for remote sensing images

Deep learning-based change detection in remote sensing images: A review

A Shafique, G Cao, Z Khan, M Asad, M Aslam - Remote Sensing, 2022 - mdpi.com
… for change detection and almost all published reviews in the area of remote sensing image
CDs … methods for remote sensing. Review papers [23] discussed pixel-based to object-based …

Unsupervised change-detection methods for remote-sensing images

F Melgani, G Moser, SB Serpico - Optical Engineering, 2002 - spiedigitallibrary.org
… In the context of unsupervised change detection, we propose two classification-based
methods that exploit the results of an estimation of the pdf parameters performed by the EM …

Change detection from very-high-spatial-resolution optical remote sensing images: Methods, applications, and future directions

D Wen, X Huang, F Bovolo, J Li, X Ke… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
… recent advances in VHR remote sensing image change detection, including methods and …
and change detectors for multitemporal VHR images. Applications including change detection

Remote sensing image change detection with transformers

H Chen, Z Qi, Z Shi - … on Geoscience and Remote Sensing, 2021 - ieeexplore.ieee.org
… Yang, “Building change detection for remote sensing images … using bi-temporal VHR optical
remote sensing images,” … multiple change detection in bitemporal remote sensing imagery,” …

A novel framework for the design of change-detection systems for very-high-resolution remote sensing images

L Bruzzone, F Bovolo - Proceedings of the IEEE, 2012 - ieeexplore.ieee.org
… Remote Sensing Images In this paper, change detection in multitemporal VHR images is …
approach to the design of novel change-detection systems for multitemporal VHR images. …

Digital change detection in forest ecosystems with remote sensing imagery

PR Coppin, ME Bauer - Remote sensing reviews, 1996 - Taylor & Francis
… to detect, identify, and map changes in forest cover. This paper, which reviews the methods
and the results of digital change detection … which the variability in the change event has been …

Change detection based on Faster R-CNN for high-resolution remote sensing images

Q Wang, X Zhang, G Chen, F Dai, Y Gong… - Remote sensing …, 2018 - Taylor & Francis
… We try to apply this method to the change detection of high-resolution remote sensing images
and regard the”changed” in remote sensing images as the target to be detected, while the”…

A survey on deep learning-based change detection from high-resolution remote sensing images

H Jiang, M Peng, Y Zhong, H Xie, Z Hao, J Lin, X Ma… - Remote Sensing, 2022 - mdpi.com
… We present the popular dataset used for change detection from HR remote sensing
images in detail, and the representative evaluation metrics for this task are investigated. …

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
change detection (LCCD) with remote sensing images can capture information on land cover
change by comparing imagessensing images can observe large-scale land change in a …