Fourier domain structural relationship analysis for unsupervised multimodal change detection

Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network

(2022) Junjie Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Structured graph based image regression for unsupervised multimodal change detection

(2022) Yuli Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Learning from multimodal and multitemporal earth observation data for building damage mapping

(2021) Bruno Adriano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-resolution triplet network with dynamic multiscale feature for change detection on satellite images

(2021) Xuan Hou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection

(2021) Luigi Tommaso Luppino et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Change Detection for Heterogeneous Remote Sensing Images with Improved Training of Hierarchical Extreme Learning Machine (HELM)

(2021) Te Han et al.   Remote Sensing

Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

(2021) Chen Wu et al.   IEEE Transactions on Cybernetics

Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops

(2020) David Alejandro Jimenez-Sierra et al.   Remote Sensing

Nonlocal patch similarity based heterogeneous remote sensing change detection

(2020) Yuli Sun et al.   PATTERN RECOGNITION

Patch Similarity Graph Matrix-Based Unsupervised Remote Sensing Change Detection With Homogeneous and Heterogeneous Sensors

(2020) Yuli Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Adaptive Local Structure Consistency-Based Heterogeneous Remote Sensing Change Detection

(2020) Lin Lei et al.   IEEE Geoscience and Remote Sensing Letters

A Post-Classification Comparison Method for SAR and Optical Images Change Detection

(2019) Ling Wan et al.   IEEE Geoscience and Remote Sensing Letters

A Reliable Mixed-Norm-Based Multiresolution Change Detector in Heterogeneous Remote Sensing Images

(2019) Redha Touati et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Transferred Deep Learning-Based Change Detection in Remote Sensing Images

(2019) Meijuan Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images

(2019) Yangyang Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs)

(2019) Chiman Kwan et al.   Remote Sensing

Change Detection From Synthetic Aperture Radar Images Based on Channel Weighting-Based Deep Cascade Network

(2019) Yunhao Gao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Unsupervised Image Regression for Heterogeneous Change Detection

(2019) Luigi Tommaso Luppino et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Object-Based Hierarchical Compound Classification Method for Change Detection in Heterogeneous Optical and SAR Images

(2019) Ling Wan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

(2019) Dino Ienco et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

(2019) Hongruixuan Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Log-Based Transformation Feature Learning for Change Detection in Heterogeneous Images

(2018) Tao Zhan et al.   IEEE Geoscience and Remote Sensing Letters

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation

(2018) Zhunga Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-sensor remote sensing image change detection based on sorted histograms

(2018) L. Wan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning

(2018) Anand Vetrivel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning

(2018) Xin Wang et al.   Remote Sensing

A Conditional Adversarial Network for Change Detection in Heterogeneous Images

(2018) Xudong Niu et al.   IEEE Geoscience and Remote Sensing Letters

Discriminative Feature Learning for Unsupervised Change Detection in Heterogeneous Images Based on a Coupled Neural Network

(2017) Wei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Kernel Slow Feature Analysis for Scene Change Detection

(2017) Chen Wu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Change detection using landsat time series: A review of frequencies, preprocessing, algorithms, and applications

(2017) Zhe Zhu   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

(2017) Chen Wu et al.   REMOTE SENSING OF ENVIRONMENT

Description and validation of a new set of object-based temporal geostatistical features for land-use/land-cover change detection

(2016) Jose L. Gil-Yepes et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images

(2016) Puzhao Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks

(2016) Maoguo Gong et al.   IEEE Transactions on Neural Networks and Learning Systems

Spectral alignment of multi-temporal cross-sensor images with automated kernel canonical correlation analysis

(2015) Michele Volpi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning

(2013) Zhun-ga Liu et al.   IEEE Geoscience and Remote Sensing Letters

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Change detection from remotely sensed images: From pixel-based to object-based approaches

(2013) Masroor Hussain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Information fusion techniques for change detection from multi-temporal remote sensing images

(2012) Peijun Du et al.   Information Fusion

Image Denoising Methods. A New Nonlocal Principle

(2010) A. Buades et al.   SIAM REVIEW

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

(2008) G. Camps-Valls et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING