STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images

EUNet-CD: Efficient UNet++ for Change Detection of Very High-Resolution Remote Sensing Images

(2022) Asif Raza et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning-Based Change Detection in Remote Sensing Images: A Review

(2022) Ayesha Shafique et al.   Remote Sensing

Change Detection in Remote Sensing Image Data Comparing Algebraic and Machine Learning Methods

(2022) Anjali Goswami et al.   Electronics

Depth-wise Squeeze and Excitation Block-based Efficient-Unet model for surface defect detection

(2022) Hüseyin Üzen et al.   VISUAL COMPUTER

Deep learning for change detection in remote sensing: a review

(2022) Ting Bai et al.   Geo-Spatial Information Science

A general deep learning framework for neuron instance segmentation based on Efficient UNet and morphological post-processing

(2022) Huaqian Wu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Novel Squeeze-and-Excitation W-Net for 2D and 3D Building Change Detection with Multi-Source and Multi-Feature Remote Sensing Data

(2021) Haiming Zhang et al.   Remote Sensing

A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

(2021) Maria Papadomanolaki et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Siamese Networks Based Change Detection with Remote Sensing Images

(2021) Le Yang et al.   Remote Sensing

A hierarchical spatial-temporal graph-kernel for high-resolution SAR image change detection

(2020) Lu Jia et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An improved change detection approach using tri-temporal logic-verified change vector analysis

(2020) Peijun Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

(2020) Hao Chen et al.   Remote Sensing

Change Detection Based on Artificial Intelligence: State-of-the-Art and Challenges

(2020) Wenzhong Shi 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

A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets

(2020) Seyd Teymoor Seydi et al.   Remote Sensing

A Feature Difference Convolutional Neural Network-Based Change Detection Method

(2020) Min Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

U2-Net: Going deeper with nested U-structure for salient object detection

(2020) Xuebin Qin et al.   PATTERN RECOGNITION

Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images

(2020) Sudipan Saha et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The Spectral-Spatial Joint Learning for Change Detection in Multispectral Imagery

(2019) Wuxia Zhang et al.   Remote Sensing

A Generative Discriminatory Classified Network for Change Detection in Multispectral Imagery

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

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

(2019) Daifeng Peng et al.   Remote Sensing

Multispectral Change Detection With Bilinear Convolutional Neural Networks

(2019) Yun Lin et al.   IEEE Geoscience and Remote Sensing Letters

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mapping forest change using stacked generalization: An ensemble approach

(2018) Sean P. Healey et al.   REMOTE SENSING OF ENVIRONMENT

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

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Generation of digital terrain model for forest areas using a new particle swarm optimization on LiDAR data

(2018) Behnaz Bigdeli et al.   SURVEY REVIEW

A new difference image creation method based on deep neural networks for change detection in remote-sensing images

(2017) Guo Cao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

On quantifying post-classification subpixel landcover changes

(2014) Jose L. Silván-Cárdenas et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2009) Turgay Celik   IEEE Geoscience and Remote Sensing Letters

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure

(2008) F. Bovolo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING