Change detection techniques for remote sensing applications: a survey

An optimum multi-level image thresholding segmentation using non-local means 2D histogram and exponential Kbest gravitational search algorithm

(2018) Himanshu Mittal et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Object-based land-use/land-cover change detection using Landsat imagery: a case study of Ardabil, Namin, and Nir counties in northwest Iran

(2018) Farnoosh Aslami et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Exploring new spectral bands and vegetation indices for estimating nitrogen nutrition index of summer maize

(2018) Ben Zhao et al.   EUROPEAN JOURNAL OF AGRONOMY

MSIM: A change detection framework for damage assessment in natural disasters

(2018) Dong Qin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Semantic Segmentation of Aerial Images With Shuffling Convolutional Neural Networks

(2018) Kaiqiang Chen et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Water-Body Segmentation From High-Resolution Satellite Images via Deep Networks

(2018) Ziming Miao et al.   IEEE Geoscience and Remote Sensing Letters

Snow Cover Mapping for Complex Mountainous Forested Environments Based on a Multi-Index Technique

(2018) Xiaoyan Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Detecting Changes Between Optical Images of Different Spatial and Spectral Resolutions: A Fusion-Based Approach

(2018) Vinicius Ferraris et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification

(2018) Qingshan Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation

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

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network

(2018) Ritesh Pradhan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Unsupervised change detection of flood affected areas in SAR images using Rayleigh-based Bayesian thresholding

(2018) Mohammed Naina Sumaiya et al.   IET Radar Sonar and Navigation

MODIS-derived EVI, NDVI and WDRVI time series to estimate phenological metrics in French deciduous forests

(2018) S. Testa et al.   International Journal of Applied Earth Observation and Geoinformation

Using GPS-surveyed intertidal zones to determine the validity of shorelines automatically mapped by Landsat water indices

(2018) Joshua T. Kelly et al.   International Journal of Applied Earth Observation and Geoinformation

Monitoring rubber plantation expansion using Landsat data time series and a Shapelet-based approach

(2018) Su Ye et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A supervised approach for simultaneous segmentation and classification of remote sensing images

(2018) Daniel Capella Zanotta et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images

(2018) Michele Volpi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification with an edge: Improving semantic image segmentation with boundary detection

(2018) D. Marmanis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new fuzzy measurement approach for automatic change detection using remotely sensed images

(2018) Vahid Sadeghi et al.   MEASUREMENT

Soft computing approaches for image segmentation: a survey

(2018) Siddharth Singh Chouhan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Framelet regularization for uneven intensity correction of color images with illumination and reflectance estimation

(2018) Zhenghua Huang et al.   NEUROCOMPUTING

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

(2018) Bo Huang et al.   REMOTE SENSING OF ENVIRONMENT

A fully learnable context-driven object-based model for mapping land cover using multi-view data from unmanned aircraft systems

(2018) Tao Liu et al.   REMOTE SENSING OF ENVIRONMENT

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

Urban Change Detection Based on Dempster–Shafer Theory for Multitemporal Very High-Resolution Imagery

(2018) Hui Luo et al.   Remote Sensing

An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors

(2018) Yady Solano-Correa et al.   Remote Sensing

A Novel Approach to Unsupervised Change Detection Based on Hybrid Spectral Difference

(2018) Li Yan et al.   Remote Sensing

A Novel Change Detection Approach for Multi-Temporal High-Resolution Remote Sensing Images Based on Rotation Forest and Coarse-to-Fine Uncertainty Analyses

(2018) Wenqing Feng et al.   Remote Sensing

Spatio-Temporal Analysis of Wetland Changes Using a Kernel Extreme Learning Machine Approach

(2018) Yi Lin et al.   Remote Sensing

Adaptive Change Detection With Significance Test

(2018) Ling Ke et al.   IEEE Access

Evaluating the uncertainty of Landsat-derived vegetation indices in quantifying forest fuel treatments using bi-temporal LiDAR data

(2018) Qin Ma et al.   ECOLOGICAL INDICATORS

A novel edge-weight based fuzzy clustering method for change detection in SAR images

(2018) Dayong Tian et al.   INFORMATION SCIENCES

A new algorithm predicting the end of growth at five evergreen conifer forests based on nighttime temperature and the enhanced vegetation index

(2018) Huanhuan Yuan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change detection based on Faster R-CNN for high-resolution remote sensing images

(2018) Qing Wang et al.   Remote Sensing Letters

Optimizing kNN for Mapping Vegetation Cover of Arid and Semi-Arid Areas Using Landsat images

(2018) Hua Sun et al.   Remote Sensing

Multispectral Pansharpening with Radiative Transfer-Based Detail-Injection Modeling for Preserving Changes in Vegetation Cover

(2018) Andrea Garzelli et al.   Remote Sensing

Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images

(2018) Tao Lei et al.   Remote Sensing

Modified S2CVA Algorithm Using Cross-Sharpened Images for Unsupervised Change Detection

(2018) Honglyun Park et al.   Sustainability

Front Cover

(2018)   IEEE SENSORS JOURNAL

Fully Automatic Spectral–Spatial Fuzzy Clustering Using an Adaptive Multiobjective Memetic Algorithm for Multispectral Imagery

(2018) Yuting Wan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Incorporating Full Attenuation Mechanisms of Poroelastic Media for Realistic Subsurface Sensing

(2018) Mingwei Zhuang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The case of the Biscayne Bay and aquifer near Miami, Florida: density-driven flow of seawater or gravitationally driven discharge of deep saline groundwater?

(2017) K. U. Weyer   Environmental Earth Sciences

Multilevel thresholding using grey wolf optimizer for image segmentation

(2017) Abdul Kayom Md Khairuzzaman et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluating fuzzy operators of an object-based image analysis for detecting landslides and their changes

(2017) Bakhtiar Feizizadeh et al.   GEOMORPHOLOGY

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu et al.   GIScience & Remote Sensing

An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection

(2017) Redha Touati et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks

(2017) Salman H. Khan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change

(2017) B. P. Salmon et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of visible and infrared hyperspectral images based on image segmentation and edge-preserving filtering

(2017) Binge Cui et al.   INFRARED PHYSICS & TECHNOLOGY

Estimating fractional vegetation cover and the vegetation index of bare soil and highly dense vegetation with a physically based method

(2017) Wanjuan Song et al.   International Journal of Applied Earth Observation and Geoinformation

Fast detection of significantly transformed areas due to illegal waste burial with a procedure applicable to Landsat images

(2017) Carmine Massarelli   INTERNATIONAL JOURNAL OF REMOTE SENSING

An approach based on discrete wavelet transform to unsupervised change detection in multispectral images

(2017) Huifu Zhuang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Predicting the spectral information of future land cover using machine learning

(2017) Sopan D. Patil et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessing the Three-North Shelter Forest Program in China by a novel framework for characterizing vegetation changes

(2017) Bingwen Qiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images

(2017) Rasha Alshehhi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Enhancement of low visibility aerial images using histogram truncation and an explicit Retinex representation for balancing contrast and color consistency

(2017) Changjiang Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms

(2017) Lien T.H. Pham et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Applying the chi-square transformation and automatic secant thresholding to Landsat imagery as unsupervised change detection methods

(2017) René Vázquez-Jiménez et al.   Journal of Applied Remote Sensing

HyperCast: Hyperspectral satellite image broadcasting with band ordering optimization

(2017) Ahmed Hagag et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Satellite image classification using Genetic Algorithm trained radial basis function neural network, application to the detection of flooded areas

(2017) Akansha Singh et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Detection of Decreasing Vegetation Cover Based on Empirical Orthogonal Function and Temporal Unmixing Analysis

(2017) Di Xu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Improved segmentation and change detection of multi-spectral satellite imagery using graph cut based clustering and multiclass SVM

(2017) S. Gandhimathi Alias Usha et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Gabor filter based change detection in SAR images by KI thresholding

(2017) M.N. Sumaiya et al.   OPTIK

Deep learning and mapping based ternary change detection for information unbalanced images

(2017) Linzhi Su et al.   PATTERN RECOGNITION

Separate segmentation of multi-temporal high-resolution remote sensing images for object-based change detection in urban area

(2017) Xueliang Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Application of time series of remotely sensed normalized difference water, vegetation and moisture indices in characterizing flood dynamics of large-scale arid zone floodplains

(2017) Abbas Mohammadi et al.   REMOTE SENSING OF ENVIRONMENT

Satellite Image Change Detection Using Laplacian–Gaussian Distributions

(2017) M. N. Sumaiya et al.   WIRELESS PERSONAL COMMUNICATIONS

A Robust Algorithm for Estimating Surface Fractional Vegetation Cover from Landsat Data

(2017) Linqing Yang et al.   Remote Sensing

Object-Oriented Landslide Mapping Using ZY-3 Satellite Imagery, Random Forest and Mathematical Morphology, for the Three-Gorges Reservoir, China

(2017) Tao Chen et al.   Remote Sensing

Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring

(2017) Meng Lu et al.   Remote Sensing

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Desertification Monitoring in Biskra, Algeria, With Landsat Imagery by Means of Supervised Classification and Change Detection Methods

(2017) Soufiane Abdelaziz Azzouzi et al.   IEEE Access

A Content-Based Remote Sensing Image Change Information Retrieval Model

(2017) Caihong Ma et al.   ISPRS International Journal of Geo-Information

A novel algorithm of remote sensing image fusion based on shift-invariant Shearlet transform and regional selection

(2016) Xiaoqing Luo et al.   AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS

An effective hybrid classification approach using tasseled cap transformation (TCT) for improving classification of land use/land cover (LU/LC) in semi-arid region: a case study of Morva-Hadaf watershed, Gujarat, India

(2016) Amee K. Thakkar et al.   Arabian Journal of Geosciences

Design and implementation of an expert system for updating thematic maps using satellite imagery (case study: changes of Lake Urmia)

(2016) Vahid Sadeghi et al.   Arabian Journal of Geosciences

Mapping interannual variability of maize cover in a large irrigation district using a vegetation index – phenological index classifier

(2016) Lei Jiang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Modeling grassland aboveground biomass using a pure vegetation index

(2016) Fei Li et al.   ECOLOGICAL INDICATORS

Surface water pathways and fluxes of metals under changing environmental conditions and human interventions in the Selenga River system

(2016) M. Lychagin et al.   Environmental Earth Sciences

An efficient cuckoo search algorithm based multilevel thresholding for segmentation of satellite images using different objective functions

(2016) Shilpa Suresh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mapping of soil sealing by vegetation indexes and built-up index: A case study in Madrid (Spain)

(2016) Pilar García et al.   GEODERMA

An adaptive unimodal subclass decomposition (AUSD) learning system for land use and land cover classification using high-resolution remote sensing

(2016) Min Han et al.   GIScience & Remote Sensing

Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery

(2016) Pengyuan Lv et al.   IEEE Geoscience and Remote Sensing Letters

A new burn severity index based on land surface temperature and enhanced vegetation index

(2016) Zhong Zheng et al.   International Journal of Applied Earth Observation and Geoinformation

Superpixel-based active contour model for unsupervised change detection from satellite images

(2016) Ming Hao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A framework of spatiotemporal fuzzy clustering for land-cover change detection using SAR time series

(2016) Yafei Wang et al.   INTERNATIONAL JOURNAL OF 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

A methodology for near real-time change detection between Unmanned Aerial Vehicle and wide area satellite images

(2016) Anastasios L. Fytsilis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

MRF-based segmentation and unsupervised classification for building and road detection in peri-urban areas of high-resolution satellite images

(2016) Ilias Grinias 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 of built-up land: A framework of combining pixel-based detection and object-based recognition

(2016) Pengfeng Xiao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Monitoring desertification by remote sensing using the Tasselled Cap transform for long-term change detection

(2016) Anna Zanchetta et al.   NATURAL HAZARDS

RPC-Based Coregistration of VHR Imagery for Urban Change Detection

(2016) Shabnam Jabari et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Semi-automated landslide inventory mapping from bitemporal aerial photographs using change detection and level set method

(2016) Zhongbin Li et al.   REMOTE SENSING OF ENVIRONMENT

Diverse relationships between forest growth and the Normalized Difference Vegetation Index at a global scale

(2016) Sergio M. Vicente-Serrano et al.   REMOTE SENSING OF ENVIRONMENT

The application of Bayesian network classifiers to cloud classification in satellite images

(2016) J. Alonso-Montesinos et al.   RENEWABLE ENERGY

Instantly decodable network coding for real-time device-to-device communications

(2016) Ahmed Douik et al.   EURASIP Journal on Advances in Signal Processing

Unsupervised change detection in high spatial resolution remote sensing images based on a conditional random field model

(2016) Guo Cao et al.   European Journal of Remote Sensing

Change Detection in Synthetic Aperture Radar Images Using a Multiscale-Driven Approach

(2016) Olaniyi Ajadi et al.   Remote Sensing

Tsallis entropy based multilevel thresholding for colored satellite image segmentation using evolutionary algorithms

(2015) A.K. Bhandari et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modified artificial bee colony based computationally efficient multilevel thresholding for satellite image segmentation using Kapur’s, Otsu and Tsallis functions

(2015) A.K. Bhandari et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Generalized Likelihood Ratio Test for Coherent Change Detection in Polarimetric SAR

(2015) Jarred Barber   IEEE Geoscience and Remote Sensing Letters

Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images

(2015) Sicong Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors

(2015) Jorge Prendes et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Detecting settlement expansion in South Africa using a hyper-temporal SAR change detection approach

(2015) W. Kleynhans et al.   International Journal of Applied Earth Observation and Geoinformation

Rapid detection of new and expanding human settlements in the Limpopo province of South Africa using a spatio-temporal change detection method

(2015) W. Kleynhans et al.   International Journal of Applied Earth Observation and Geoinformation

A three-component method for timely detection of land cover changes using polarimetric SAR images

(2015) Zhixin Qi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change detection method for remote sensing images based on an improved Markov random field

(2015) Wei Gu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An object-based approach for semi-automated landslide change detection and attribution of changes to landslide classes in northern Taiwan

(2015) Daniel Hölbling et al.   Earth Science Informatics

Advanced Markov random field model based on local uncertainty for unsupervised change detection

(2015) Pengfei He et al.   Remote Sensing Letters

Land Cover Change Detection at Subpixel Resolution With a Hopfield Neural Network

(2014) Qunming Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Cuckoo search algorithm based satellite image contrast and brightness enhancement using DWT–SVD

(2014) A.K. Bhandari et al.   ISA TRANSACTIONS

Bayesian scale space analysis of temporal changes in satellite images

(2014) Leena Pasanen et al.   JOURNAL OF APPLIED STATISTICS

A novel dynamic threshold method for unsupervised change detection from remotely sensed images

(2014) Pengfei He et al.   Remote Sensing Letters

Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur’s entropy

(2013) Ashish Kumar Bhandari et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spatio-contextual fuzzy clustering with Markov random field model for change detection in remotely sensed images

(2013) Badri Narayan Subudhi et al.   OPTICS AND LASER TECHNOLOGY

Efficient contrast enhancement of images using hybrid ant colony optimisation, genetic algorithm, and simulated annealing

(2012) Pourya Hoseini et al.   DIGITAL SIGNAL PROCESSING

A change detection measure based on a likelihood ratio and statistical properties of SAR intensity images

(2011) Boli Xiong et al.   Remote Sensing Letters