Image thresholding based on the EM algorithm and the generalized Gaussian distribution

No abstract is available for this paper.

• Publication year

  2007

• Venue

  Pattern Recognition

• Publication date

  2007-02-01

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1016/j.patcog.2006.05.006
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Pattern Classification

  2021cited by this paper
• Pattern Classification

  2012cited by this paper
• Finite Mixture Models

  2008cited by this paper
• Survey over image thresholding techniques and quantitative performance evaluation

  2004cited by this paper
• An algorithm for fast adaptive image binarization with applications in radiotherapy imaging

  2003influential reference
• Evaluation of global image thresholding for change detection

  2003cited by this paper
• Image segmentation by histogram thresholding using fuzzy sets

  2002cited by this paper
• Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance

  2002cited by this paper
• An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images

  2002cited by this paper
• Adaptive thresholding based on variational background

  2002cited by this paper
• Unsupervised change-detection methods for remote-sensing images

  2002cited by this paper
• Thresholding using two-dimensional histogram and fuzzy entropy principle

  2000cited by this paper
• Automatic analysis of the difference image for unsupervised change detection

  2000cited by this paper
• Integral Ratio: A New Class of Global Thresholding Techniques for Handwriting Images

  1999cited by this paper
• Bayesian Approaches to Gaussian Mixture Modeling

  1998cited by this paper
• Adaptive thresholding by variational method

  1998cited by this paper
• EM algorithm for image segmentation initialized by a tree structure scheme

  1997cited by this paper
• The EM algorithm and extensions

  1996cited by this paper
• Discriminant Analysis by Gaussian Mixtures

  1996cited by this paper
• Image thresholding by minimizing the measures of fuzzines

  1995influential reference
• Moment-preserving thresholding: a new approach

  1995cited by this paper
• Maximum entropy segmentation based on the autocorrelation function of the image histogram

  1994cited by this paper
• Minimum cross entropy thresholding

  1993cited by this paper
• Change detection techniques for ERS-1 SAR data

  1993cited by this paper
• An Analysis of Histogram-Based Thresholding Algorithms

  1993cited by this paper
• Maximum likelihood thresholding based on population mixture models

  1992cited by this paper
• Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence

  1992cited by this paper
• the utility of using the genetic algorithm approach on the problem of Davis, L. (1991), Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York.

  1991cited by this paper
• Handbook Of Genetic Algorithms

  1990cited by this paper
• Adaptive speckle filters and scene heterogeneity

  1990cited by this paper
• Comments on Picture thresholding using an iterative selection method

  1990cited by this paper
• A comparative performance study of several global thresholding techniques for segmentation

  1990cited by this paper
• Numerical Recipes in C: The Art of Scientific Computing

  1989cited by this paper
• A gray-level threshold selection method based on maximum entropy principle

  1989cited by this paper
• Genetic Algorithms in Search

  1989cited by this paper
• Automatic thresholding of gray-level pictures using two-dimensional entropy

  1989cited by this paper
• Genetic Algorithms in Search Optimization and Machine Learning

  1988cited by this paper
• Automatic Target Recognition: State of the Art Survey

  1986cited by this paper
• Minimum error thresholding

  1986influential reference
• A new method for gray-level picture thresholding using the entropy of the histogram

  1985influential reference
• Moment-preserving thresolding: A new approach

  1985cited by this paper
• A Threshold Selection Method from Gray-Level Histograms

  1979cited by this paper
• Picture thresholding using an iterative selection method.

  1978cited by this paper
• Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper

  1977cited by this paper
• Handbook of Mathematical Tables

  1963cited by this paper

• Constrained mixtures of generalized normal distributions

  2025cites this paper
• Joint Maximum Likelihood Channel and Covariance Estimation for Co-Channel Interference Rejection in OFDM Systems

  2025cites this paper
• GAAOA-Lévy: a hybrid metaheuristic for optimized multilevel thresholding in image segmentation

  2025cites this paper
• Precision Mapping of Mangroves and Shoreline Dynamics in the Sundarbans Using Cloud Based Vegetation Indices Analysis and Advanced Geospatial Techniques

  2025cites this paper
• Integrating remote sensing and functional traits to elucidate estuarine common reed beds decline driven by soil salinity and anoxia

  2025cites this paper
• Enhancing parameter estimation in finite mixture of generalized normal distributions

  2024influential citation
• VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution

  2024cites this paper
• An Adaptive Harmonic Separation Technique for Ultrasound Harmonic Imaging.

  2024cites this paper
• Quantifying intra‐ and inter‐annual dynamics of river‐floodplain connectivity and wetland inundation with remote sensing and wavelet analysis

  2024cites this paper
• Effects of chromatic dispersion on single-photon temporal wave functions in quantum communications

  2023cites this paper
• A Novel Technique for Contrast Target Detection in Through-the-Wall Radar Images

  2022cites this paper
• Generalized minimum error entropy for robust learning

  2022cites this paper
• UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION

  2022cites this paper
• The MOGN Distribution Applied to Medical Imagery Processing

  2022cites this paper
• Multiclass histogram-based thresholding using kernel density estimation and scale-space representations

  2022cites this paper
• Image thresholding segmentation based on weighted Parzen-window and linear programming techniques

  2022cites this paper
• VISUAL PERCEPTION BASED SEMANTIC SAR CHANGE DETECTION

  2022cites this paper
• Multidimensional parallel capsule network for SAR image change detection

  2022cites this paper
• A methodology for mapping annual flood extent using multi-temporal Sentinel-1 imagery

  2022cites this paper
• Fault Detection Method for Wi-Fi-Based Smart Home Devices

  2022cites this paper
• Automated histopathological evaluation of pterygium using artificial intelligence

  2022cites this paper
• Automatic SAR Change Detection Based on Visual Saliency and Multi-Hierarchical Fuzzy Clustering

  2022cites this paper
• Classification of Geometric Forms in Mosaics Using Deep Neural Network

  2021cites this paper
• A Modified Built-up Index (MBI) for automatic urban area extraction from Landsat 8 Imagery

  2021cites this paper
• Online common change-point detection in a set of nonstationary categorical time series

  2021cites this paper
• Expectation Maximization Method for Effective Detection and Tracking of Object Using Machine Learning Technique for Secure Wireless Communication

  2021cites this paper
• Multimodal change monitoring using multitemporal satellite images

  2021cites this paper
• Alternative Thresholding Technique for Image Segmentation Based on Cuckoo Search and Generalized Gaussians

  2021cites this paper
• Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images

  2021cites this paper
• Understanding and Accelerating EM Algorithm's Convergence by Fair Competition Principle and Rate-Verisimilitude Function

  2021cites this paper
• Geohazards Monitoring and Assessment Using Multi-Source Earth Observation Techniques

  2021cites this paper
• Fluorescent Imaging and Multifusion Segmentation for Enhanced Visualization and Delineation of Glioblastomas Margins

  2021cites this paper
• Dirichlet Process Prior for Student's t Graph Variational Autoencoders

  2021cites this paper
• Riemannian information gradient methods for the parameter estimation of ECD

  2020cites this paper
• Automatic Extraction of Water Inundation Areas Using Sentinel-1 Data for Large Plain Areas

  2020cites this paper
• Unsupervised change detection method in SAR images based on deep belief network using an improved fuzzy C-means clustering algorithm

  2020cites this paper
• Recent advances of stretched Gaussian distribution underlying Hausdorff fractal distance and its applications in fitting stretched Gaussian noise

  2020cites this paper
• A Logistic Chaotic Barnacles Mating Optimizer With Masi Entropy for Color Image Multilevel Thresholding Segmentation

  2020cites this paper
• Thresholding of Skin Melanoma Images based on Kapur's Entropy with Harmony Search Algorithm

  2020cites this paper
• A saliency-guided neighbourhood ratio model for automatic change detection of SAR images

  2020cites this paper
• Accuracy evaluation of 3D printed interim prosthesis fabrication using a CBCT scanning based digital model

  2020cites this paper
• IDENTIFICATION OF TEMPORARY SURFACE WATER USING SENTINEL-1 SAR DATA, CASE STUDY: SENTANI FLASH FLOODING, INDONESIA

  2020influential citation
• A Review of Change Detection Techniques using Multi-temporal Synthetic Aperture Radar Images

  2019influential citation
• Variational Inference of Finite Generalized Gaussian Mixture Models

  2019cites this paper
• Bibliography

  2019cites this paper
• Possibility measure based fuzzy support function machine for set-based fuzzy classifications

  2019cites this paper
• Three-dimensional comparison of 2 digital models obtained from cone-beam computed tomographic scans of polyvinyl siloxane impressions and plaster models

  2019cites this paper
• Exploitation de séries temporelles d'images multi-sources pour la cartographie des surfaces en eau

  2019cites this paper
• Multi-Strategy Emperor Penguin Optimizer for RGB Histogram-Based Color Satellite Image Segmentation Using Masi Entropy

  2019cites this paper
• A SAR Change Detection Method based on Convolutional Neural Networks

  2019cites this paper
• Online estimation of MGGD: the Riemannian Averaged Natural Gradient method

  2019cites this paper
• A non-revisiting quantum-behaved particle swarm optimization based multilevel thresholding for image segmentation

  2019cites this paper
• Point Cloud Filtering via Generalized Gaussian Mixture Model

  2019cites this paper
• Multispectral change detection using multivariate Kullback-Leibler distance

  2019cites this paper
• A fast progressive spectrum denoising combined with partial least squares algorithm and its application in online Fourier transform infrared quantitative analysis.

  2019cites this paper
• An Unsupervised SAR Change Detection Method Based on Stochastic Subspace Ensemble Learning

  2019cites this paper
• Interdependence of Flow and Shape Morphological Dynamics For Flow-Induced Erosion of Bluff Bodies

  2019cites this paper
• A Novel Algorithm for Segmentation of Parasites in Thin Blood Smears From Microscopy Using Type II Fuzzy Sets and Inverse Gaussian Gradient

  2019cites this paper
• Application of unsupervised learning of finite mixture models in ASTER VNIR data-driven land use classification

  2019cites this paper
• An image thresholding approach based on Gaussian mixture model

  2019cites this paper
• Small-Target Detection between SAR Images Based on Statistical Modeling of Log-Ratio Operator

  2019cites this paper
• Saliency-Guided Deep Neural Networks for SAR Image Change Detection

  2019cites this paper
• Application of automatic statistical post-processing method for analysis of ultrasonic and digital dermatoscopy images

  2018cites this paper
• A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery

  2018cites this paper
• Detection of multi-transitional abrupt changes in SAR time series

  2018cites this paper
• Monitoring monthly surface water dynamics of Dongting Lake using Sentinel-1 data at 10 m

  2018cites this paper
• Image Segmentation Using Multilevel Thresholding and Genetic Algorithm: An Approach

  2018cites this paper
• Unsupervised Object-Based Change Detection via a Weibull Mixture Model-Based Binarization for High-Resolution Remote Sensing Images

  2018cites this paper
• Flood Detection in Gaofen-3 SAR Images via Fully Convolutional Networks

  2018cites this paper
• An automatic change detection approach for rapid flood mapping in Sentinel-1 SAR data

  2018cites this paper
• Fuzzy autoencoder for multiple change detection in remote sensing images

  2018cites this paper
• Deformable Dictionary Learning for SAR Image Change Detection

  2018influential citation
• Flood Mapping Using Synthetic Aperture Radar Sensors From Local to Global Scales

  2018cites this paper
• A novel method for image thresholding using interval type-2 fuzzy set and Bat algorithm

  2018cites this paper
• An Innovative NXT Mobile Robot System for Landmine Detection

  2017cites this paper
• Destriping high-resolution satellite imagery by improved moment matching

  2017cites this paper
• Estimation of Optimal Global Threshold Based on Statistical Change-Point Detection and a New Thresholding Performance Criteria

  2017cites this paper
• Etude de la morphologie et de la distribution des neurones dans le cerveau de macaque par microscopie optique

  2017cites this paper
• Multi-objective and multi-level image thresholding based on dominance and diversity criteria

  2017cites this paper
• Determination of water flow through clayey slurries using computed micro-tomography

  2017cites this paper
• Statistical Analysis of Massive AIS Trajectories Using Gaussian Mixture Models

  2017cites this paper
• A Spatial Structural Derivative Model for Ultraslow Diffusion

  2017cites this paper
• Integrating Thresholding With Level Set Method for Unsupervised Change Detection in Multitemporal SAR Images

  2017influential citation
• A Hierarchical Split-Based Approach for Parametric Thresholding of SAR Images: Flood Inundation as a Test Case

  2017influential citation
• Using hierarchical histogram representation for the EM clustering algorithm enhancement

  2017cites this paper
• Markov-Potts Prior Model and Fuzzy Membership Based Nonparametric SAR Image Change Detection

  2017cites this paper
• A hyperspectral vessel image registration method for blood oxygenation mapping

  2017cites this paper
• Deep learning and mapping based ternary change detection for information unbalanced images

  2017cites this paper
• Optimized segmentation of brain images using shuffled frog leaping algorithm -expectation–maximization framework

  2017cites this paper
• Robust Change Vector Analysis (RCVA) for multi-sensor very high resolution optical satellite data

  2016cites this paper
• An improved Chan–Vese model by regional fitting for infrared image segmentation

  2016cites this paper
• A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection

  2016cites this paper
• A toolbox for unsupervised change detection analysis

  2016influential citation
• Adaptive thresholding with fusion using a RGBD sensor for red sweet-pepper detection

  2016cites this paper
• Uncovering changes in images using a supervised classifier and image exploration by NSCT fusion

  2016cites this paper
• The Schematic Diagram of the Frame Subtraction Method 2

  2016cites this paper
• 홍수매핑을 위한 레이더 영상 필터의 비교분석

  2016cites this paper
• Tsunami-induced Change Detection Using SAR Intensity and Texture Information Based on the Generalized Gaussian Mixture Model

  2016cites this paper
• Comparative evaluation of newly developed model-based and commercially available hybrid-type iterative reconstruction methods and filter back projection method in terms of accuracy of computer-aided volumetry (CADv) for low-dose CT protocols in phantom study.

  2016cites this paper
• Minimisation of local within-class variance for image segmentation

  2016cites this paper