Land-Use/Land-Cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery

Characterizing urban land changes of 30 global megacities using nighttime light time series stacks

(2021) Qiming Zheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection

(2021) Tianming Zhan et al.   Remote Sensing

A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery

(2021) Qiqi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images

(2021) Kunping Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An adaptively weighted multi-feature method for object-based change detection in high spatial resolution remote sensing images

(2020) Junzheng Wu et al.   Remote Sensing Letters

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

(2020) Wenzhong Shi et al.   Remote Sensing

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification

(2020) Zhuo Zheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland

(2020) M. Mahdianpari et al.   GIScience & Remote Sensing

Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields

(2020) Qiqi Zhu et al.   Remote Sensing

Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery

(2020) Sunan Shi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges

(2019) Sicong Liu et al.   IEEE Geoscience and Remote Sensing Magazine

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images

(2019) Bo Du 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

Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery

(2018) Pengyuan Lv et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Global land change from 1982 to 2016

(2018) Xiao-Peng Song et al.   NATURE

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

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

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

A new approach for land cover classification and change analysis: Integrating backdating and an object-based method

(2016) Wenjuan Yu et al.   REMOTE SENSING OF ENVIRONMENT

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

An Object-Based Change Detection Approach Using Uncertainty Analysis for VHR Images

(2016) Ming Hao et al.   Journal of Sensors

Sparse Hierarchical Clustering for VHR Image Change Detection

(2015) Kun Ding et al.   IEEE Geoscience and Remote Sensing Letters

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

Object-based change detection

(2012) Gang Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An automated approach for updating land cover maps based on integrated change detection and classification methods

(2012) Xuehong Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

PCA‐based land‐use change detection and analysis using multitemporal and multisensor satellite data

(2008) J. S. Deng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based Land Cover Classification and Change Analysis in the Baltimore Metropolitan Area Using Multitemporal High Resolution Remote Sensing Data

(2008) Weiqi Zhou et al.   SENSORS