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

Building Change Detection for Remote Sensing Images Using a Dual-Task Constrained Deep Siamese Convolutional Network Model

(2021) Yi Liu et al.   IEEE Geoscience and Remote Sensing Letters

A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images

(2020) Moyang Wang et al.   Remote Sensing

PGA-SiamNet: Pyramid Feature-Based Attention-Guided Siamese Network for Remote Sensing Orthoimagery Building Change Detection

(2020) Huiwei Jiang et al.   Remote Sensing

A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection

(2020) Hao Chen et al.   Remote Sensing

A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images

(2020) Chenxiao Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Pseudo-Siamese Capsule Network for Aerial Remote Sensing Images Change Detection

(2020) Quanfu Xu et al.   IEEE Geoscience and Remote Sensing Letters

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

(2019) Tao Lei et al.   IEEE Geoscience and Remote Sensing Letters

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

(2019) Daifeng Peng et al.   Remote Sensing

Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning

(2019) Haokui Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Saliency-Guided Deep Neural Networks for SAR Image Change Detection

(2019) Jie Geng et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

Street-view change detection with deconvolutional networks

(2018) Pablo F. Alcantarilla et al.   AUTONOMOUS ROBOTS

Object-Based Change Detection for VHR Images Based on Multiscale Uncertainty Analysis

(2018) Yongjun Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Triplet-Based Semantic Relation Learning for Aerial Remote Sensing Image Change Detection

(2018) Mengya Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images

(2017) Yang Zhan et al.   IEEE Geoscience and Remote Sensing Letters

Feature learning and change feature classification based on deep learning for ternary change detection in SAR images

(2017) Maoguo Gong et al.   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

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   Remote Sensing

A new change-detection method in high-resolution remote sensing images based on a conditional random field model

(2016) Guo Cao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods

(2016) Lei Ma et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Automatic change detection in high-resolution remote-sensing images by means of level set evolution and support vector machine classification

(2014) Guo Cao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based land cover change detection for cross-sensor images

(2013) Y. Qin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

A comprehensive change detection method for updating the National Land Cover Database to circa 2011

(2013) Suming Jin et al.   REMOTE SENSING OF ENVIRONMENT

A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images

(2012) Lorenzo Bruzzone et al.   PROCEEDINGS OF THE IEEE

Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery

(2010) Dominik Brunner et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparison of remote sensing change detection techniques for assessing hurricane damage to forests

(2009) Fugui Wang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering

(2009) Turgay Celik   IEEE Geoscience and Remote Sensing Letters