4.5 Review

Change detection techniques for remote sensing applications: a survey

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

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

Yuting Wan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Incorporating Full Attenuation Mechanisms of Poroelastic Media for Realistic Subsurface Sensing

Mingwei Zhuang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

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

Redha Touati et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Information Systems

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

S. Gandhimathi Alias Usha et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Automation & Control Systems

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

Himanshu Mittal et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2018)

Article Computer Science, Artificial Intelligence

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

Dong Qin et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Geochemistry & Geophysics

Semantic Segmentation of Aerial Images With Shuffling Convolutional Neural Networks

Kaiqiang Chen et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2018)

Article Geochemistry & Geophysics

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

Ziming Miao et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2018)

Article Engineering, Electrical & Electronic

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

Xiaoyan Wang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

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

Vinicius Ferraris et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

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

Qingshan Liu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation

Zhunga Liu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Computer Science, Artificial Intelligence

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network

Ritesh Pradhan et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Engineering, Electrical & Electronic

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

Mohammed Naina Sumaiya et al.

IET RADAR SONAR AND NAVIGATION (2018)

Article Remote Sensing

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

S. Testa et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2018)

Article Remote Sensing

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

Joshua T. Kelly et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2018)

Article Geography, Physical

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

Su Ye et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Geography, Physical

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

Daniel Capella Zanotta et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Geography, Physical

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

Michele Volpi et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Geography, Physical

Classification with an edge: Improving semantic with boundary detection

D. Marmanis et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Engineering, Multidisciplinary

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

Vahid Sadeghi et al.

MEASUREMENT (2018)

Article Computer Science, Information Systems

Soft computing approaches for image segmentation: a survey

Siddharth Singh Chouhan et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

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

Zhenghua Huang et al.

NEUROCOMPUTING (2018)

Article Computer Science, Artificial Intelligence

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

Jia Liu et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Computer Science, Information Systems

Adaptive Change Detection With Significance Test

Ling Ke et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

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

Dayong Tian et al.

INFORMATION SCIENCES (2018)

Article Geography, Physical

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

Huanhuan Yuan et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Remote Sensing

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

Qing Wang et al.

REMOTE SENSING LETTERS (2018)

Article Green & Sustainable Science & Technology

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

Honglyun Park et al.

SUSTAINABILITY (2018)

Article Instruments & Instrumentation

Front Cover

IEEE SENSORS JOURNAL (2018)

Article Engineering, Multidisciplinary

A neural network based classification of satellite images for change detection applications

K. Radhika et al.

COGENT ENGINEERING (2018)

Article Remote Sensing

Sensitivity analysis of pansharpening in hyperspectral change detection

Seyd Teymoor Seydi et al.

APPLIED GEOMATICS (2018)

Article Computer Science, Information Systems

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

Wei Gu et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2017)

Article Remote Sensing

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

Yafei Wang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Computer Science, Artificial Intelligence

Multilevel thresholding using grey wolf optimizer for image segmentation

Abdul Kayom Md Khairuzzaman et al.

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Geochemistry & Geophysics

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks

Salman H. Khan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

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

B. P. Salmon et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Instruments & Instrumentation

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

Binge Cui et al.

INFRARED PHYSICS & TECHNOLOGY (2017)

Article Remote Sensing

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

Wanjuan Song et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2017)

Article Remote Sensing

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

Huifu Zhuang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Remote Sensing

Predicting the spectral information of future land cover using machine learning

Sopan D. Patil et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Geography, Physical

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

Bingwen Qiu et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Geography, Physical

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

Rasha Alshehhi et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Geography, Physical

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

Lien T. H. Pham et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Geography, Physical

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

Maoguo Gong et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Environmental Sciences

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

Rene Vazquez-Jimenez et al.

JOURNAL OF APPLIED REMOTE SENSING (2017)

Article Computer Science, Information Systems

HyperCast: Hyperspectral satellite image broadcasting with band ordering optimization

Ahmed Hagag et al.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2017)

Article Computer Science, Information Systems

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

Akansha Singh et al.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2017)

Article Engineering, Multidisciplinary

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

Di Xu et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

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

Linzhi Su et al.

PATTERN RECOGNITION (2017)

Article Telecommunications

Satellite Image Change Detection Using Laplacian-Gaussian Distributions

M. N. Sumaiya et al.

WIRELESS PERSONAL COMMUNICATIONS (2017)

Article Environmental Sciences

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

Linqing Yang et al.

REMOTE SENSING (2017)

Review Engineering, Electrical & Electronic

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

Jinru Xue et al.

JOURNAL OF SENSORS (2017)

Article Computer Science, Information Systems

A Content-Based Remote Sensing Image Change Information Retrieval Model

Caihong Ma et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2017)

Proceedings Paper Computer Science, Artificial Intelligence

A Grey Wolf Optimizer Based Automatic Clustering Algorithm for Satellite Image Segmentation

Shubham Kapoor et al.

7TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATIONS (ICACC-2017) (2017)

Article Computer Science, Artificial Intelligence

Modified differential evolution algorithm for contrast and brightness enhancement of satellite images

Shilpa Suresh et al.

APPLIED SOFT COMPUTING (2017)

Article Environmental Sciences

Geospatial assessment of vegetation status in Sagbama oilfield environment in the Niger Delta region, Nigeria

Friday Uchenna Ochege et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2017)

Article Environmental Sciences

Land cover change detection using GIS and remote sensing techniques: A spatio-temporal study on Tanguar Haor, Sunamganj, Bangladesh

Md. Inzamul Haque et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2017)

Article Environmental Sciences

Coastal landuse and land cover change and transformations of Kanyakumari coast, India using remote sensing and GIS

S. Kaliraj et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2017)

Article Environmental Sciences

Identification of flooded area from satellite images using Hybrid Kohonen Fuzzy C-Means sigma classifier

Krishna Kant Singh et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2017)

Article Computer Science, Interdisciplinary Applications

Employing crowdsourced geographic data and multi-temporal/multi-sensor satellite imagery to monitor land cover change: A case study in an urbanizing region of the Philippines

Brian A. Johnson et al.

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Multilevel thresholding based on Chaotic Darwinian Particle Swarm Optimization for segmentation of satellite images

Shilpa Suresh et al.

APPLIED SOFT COMPUTING (2017)

Article Engineering, Electrical & Electronic

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

Xiaoqing Luo et al.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS (2016)

Article Agriculture, Multidisciplinary

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

Lei Jiang et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2016)

Article Biodiversity Conservation

Modeling grassland aboveground biomass using a pure vegetation index

Fei Li et al.

ECOLOGICAL INDICATORS (2016)

Article Computer Science, Artificial Intelligence

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

Shilpa Suresh et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Remote Sensing

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

Zhong Zheng et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2016)

Article Remote Sensing

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

Ming Hao et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2016)

Article Geography, Physical

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

Anastasios L. Fytsilis et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Geography, Physical

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

Ilias Grinias et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Geography, Physical

Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images

Puzhao Zhang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Geography, Physical

Change detection of built-up land: A framework of combining pixel-based detection and object-based recognition

Pengfeng Xiao et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Geography, Physical

RPC-Based Coregistration of VHR Imagery for Urban Change Detection

Shabnam Jabari et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2016)

Article Environmental Sciences

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

Sergio M. Vicente-Serrano et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Article Green & Sustainable Science & Technology

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

J. Alonso-Montesinos et al.

RENEWABLE ENERGY (2016)

Article Engineering, Electrical & Electronic

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

Ahmed Douik et al.

EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2016)

Article Environmental Sciences

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

Olaniyi A. Ajadi et al.

REMOTE SENSING (2016)

Article Meteorology & Atmospheric Sciences

Evaluation of course change detection of Ramganga river using remote sensing and GIS, India

Satya Prakash Maurya et al.

WEATHER AND CLIMATE EXTREMES (2016)

Article Computer Science, Artificial Intelligence

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

A. K. Bhandari et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Geochemistry & Geophysics

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

Jarred Barber

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)

Article Geochemistry & Geophysics

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

Sicong Liu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Computer Science, Artificial Intelligence

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

Jorge Prendes et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Article Remote Sensing

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

W. Kleynhans et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2015)

Article Remote Sensing

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

W. Kleynhans et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2015)

Article Geography, Physical

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

Zhixin Qi et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2015)

Article Computer Science, Interdisciplinary Applications

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

Daniel Hoelbling et al.

EARTH SCIENCE INFORMATICS (2015)

Article Engineering, Electrical & Electronic

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

Qunming Wang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)

Article Statistics & Probability

Bayesian scale space analysis of temporal changes in satellite images

Leena Pasanen et al.

JOURNAL OF APPLIED STATISTICS (2015)

Article Environmental Sciences

Monitoring land use/cover change using remote sensing and GIS techniques: A case study of Hawalbagh block, district Almora, Uttarakhand, India

J. S. Rawat et al.

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES (2015)

Proceedings Paper Engineering, Ocean

A Comparative Study of Image Change Detection Algorithms in MATLAB

S. Minu et al.

INTERNATIONAL CONFERENCE ON WATER RESOURCES, COASTAL AND OCEAN ENGINEERING (ICWRCOE'15) (2015)

Proceedings Paper Computer Science, Theory & Methods

Ndvi: Vegetation change detection using remote sensing and gis - A case study of Vellore District

Meera G. Gandhi et al.

3RD INTERNATIONAL CONFERENCE ON RECENT TRENDS IN COMPUTING 2015 (ICRTC-2015) (2015)

Article Computer Science, Artificial Intelligence

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

Ashish Kumar Bhandari et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Automation & Control Systems

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

A. K. Bhandari et al.

ISA TRANSACTIONS (2014)

Article Psychology, Multidisciplinary

Agriculture satellite image segmentation using a modified artificial Hopfield neural network

Rachid Sammouda et al.

COMPUTERS IN HUMAN BEHAVIOR (2014)

Article Engineering, Electrical & Electronic

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

Pourya Hoseini et al.

DIGITAL SIGNAL PROCESSING (2013)