A CNN-Transformer Network Combining CBAM for Change Detection in High-Resolution Remote Sensing Images

Transformer with Transfer CNN for Remote-Sensing-Image Object Detection

(2022) Qingyun Li et al.   Remote Sensing

A Network Combining a Transformer and a Convolutional Neural Network for Remote Sensing Image Change Detection

(2022) Guanghui Wang et al.   Remote Sensing

CCTNet: Coupled CNN and Transformer Network for Crop Segmentation of Remote Sensing Images

(2022) Hong Wang et al.   Remote Sensing

Hybrid-TransCD: A Hybrid Transformer Remote Sensing Image Change Detection Network via Token Aggregation

(2022) Qingtian Ke et al.   ISPRS International Journal of Geo-Information

Spatial-Spectral Transformer for Hyperspectral Image Classification

(2021) Xin He et al.   Remote Sensing

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

Efficient Transformer for Remote Sensing Image Segmentation

(2021) Zhiyong Xu et al.   Remote Sensing

Building damage assessment for rapid disaster response with a deep object-based semantic change detection framework: From natural disasters to man-made disasters

(2021) Zhuo Zheng et al.   REMOTE SENSING OF ENVIRONMENT

An Improved Swin Transformer-Based Model for Remote Sensing Object Detection and Instance Segmentation

(2021) Xiangkai Xu et al.   Remote Sensing

TRS: Transformers for Remote Sensing Scene Classification

(2021) Jianrong Zhang et al.   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

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

(2020) Huiwei Jiang et al.   Remote Sensing

Change Detection of Deforestation in the Brazilian Amazon Using Landsat Data and Convolutional Neural Networks

(2020) Pablo de Bem 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

PPCNET: A Combined Patch-Level and Pixel-Level End-to-End Deep Network for High-Resolution Remote Sensing Image Change Detection

(2020) Tengfei Bao et al.   IEEE Geoscience and Remote Sensing Letters

A Feature Difference Convolutional Neural Network-Based Change Detection Method

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

Optical Remote Sensing Image Change Detection Based on Attention Mechanism and Image Difference

(2020) Xueli Peng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dual Learning-Based Siamese Framework for Change Detection Using Bi-Temporal VHR Optical Remote Sensing Images

(2019) Bo Fang et al.   Remote Sensing

Building Instance Change Detection from Large-Scale Aerial Images using Convolutional Neural Networks and Simulated Samples

(2019) Shunping Ji et al.   Remote Sensing

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

(2019) Daifeng Peng et al.   Remote Sensing

A PolSAR Change Detection Index Based on Neighborhood Information for Flood Mapping

(2019) Sahel Mahdavi et al.   Remote Sensing

The Temporal Dynamics of Slums Employing a CNN-Based Change Detection Approach

(2019) Ruoyun Liu et al.   Remote Sensing

From W-Net to CDGAN: Bitemporal Change Detection via Deep Learning Techniques

(2019) Bin Hou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection

(2019) Wenzhi Zhao et al.   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

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

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