Local linear transforms for texture measurements
Signal Processing
A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computer Vision, Graphics, and Image Processing
Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
Unsupervised Segmentation of Textured Images by Edge Detection in Multidimensional Feature
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic extraction of deformable part models
International Journal of Computer Vision
Texture segmentation using a diffusion region growing technique
Pattern Recognition
Multiple Resolution Segmentation of Textured Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
On active contour models and balloons
CVGIP: Image Understanding
Unsupervised Texture Segmentation Using Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Text segmentation using Gabor filters for automatic document processing
Machine Vision and Applications - Special issue: document image analysis techniques
Gibbs Random Fields, Cooccurrences, and Texture Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation using texture boundary detection
Pattern Recognition Letters
Shape Modeling with Front Propagation: A Level Set Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tracking level sets by level sets: a method for solving the shape from shading problem
Computer Vision and Image Understanding
Segmentation of range images as the search for geometric parametric models
International Journal of Computer Vision
A fast level set method for propagating interfaces
Journal of Computational Physics
A variational level set approach to multiphase motion
Journal of Computational Physics
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
International Journal of Computer Vision
Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geometric partial differential equations and image analysis
Geometric partial differential equations and image analysis
Image Segmentation by Unifying Region and Boundary Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Texture Discrimination Rules in a Multiresolution System
IEEE Transactions on Pattern Analysis and Machine Intelligence
Markov Random Field Models for Unsupervised Segmentation of Textured Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Sequence Restoration: A PDE Based Coupled Method for Image Restoration and Motion Segmentation
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
Segmentation of Bone in Clinical Knee MRI Using Texture-Based Geodesic Active Contours
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Gradient Vector Flow: A New External Force for Snakes
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Area and Length Minimizing Flows for Shape Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Edge Flow: A Framework of Boundary Detection and Image Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Texture Recognition Using a Non-Parametric Multi-Scale Statistical Model
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Volumetric Layer Segmentation Using Coupled Surfaces Propagation
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
On the Incorporation of shape priors into geometric active contours
VLSM '01 Proceedings of the IEEE Workshop on Variational and Level Set Methods (VLSM'01)
A level set algorithm for minimizing the Mumford-Shah functional in image processing
VLSM '01 Proceedings of the IEEE Workshop on Variational and Level Set Methods (VLSM'01)
Gradient flows and geometric active contour models
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Image segmentation by reaction-diffusion bubbles
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
A Statistical Approach to Snakes for Bimodal and Trimodal Imagery
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Geodesic Active Regions for Supervised Texture Segmentation
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Equivalence of Julesz and Gibbs Texture Ensembles
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Statistical and computational theories for image segmentation, texture modeling and object recognition
A Real-Time Algorithm for Medical Shape Recovery
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Segmentation of Gabor-filtered textures using deterministic relaxation
IEEE Transactions on Image Processing
Variational principles, surface evolution, PDEs, level set methods, and the stereo problem
IEEE Transactions on Image Processing
Efficient and reliable schemes for nonlinear diffusion filtering
IEEE Transactions on Image Processing
Unsupervised texture segmentation using multichannel decomposition and hidden Markov models
IEEE Transactions on Image Processing
Boundary localization in texture segmentation
IEEE Transactions on Image Processing
Optimal Gabor filters for texture segmentation
IEEE Transactions on Image Processing
Texture classification and segmentation using wavelet frames
IEEE Transactions on Image Processing
International Journal of Computer Vision
Image Denoising and Decomposition with Total Variation Minimization and Oscillatory Functions
Journal of Mathematical Imaging and Vision
Contour-Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
Information-Theoretic Active Polygons for Unsupervised Texture Segmentation
International Journal of Computer Vision
Extracting Meaningful Curves from Images
Journal of Mathematical Imaging and Vision
A Multiphase Dynamic Labeling Model for Variational Recognition-driven Image Segmentation
International Journal of Computer Vision
Stochastic Motion and the Level Set Method in Computer Vision: Stochastic Active Contours
International Journal of Computer Vision
Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation
International Journal of Computer Vision
Dynamical Statistical Shape Priors for Level Set-Based Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Iterative Local-Global Energy Minimization for Automatic Extraction of Objects of Interest
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
Color Image Segmentation for Objects of Interest with Modified Geodesic Active Contour Method
Journal of Mathematical Imaging and Vision
Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking
International Journal of Computer Vision
International Journal of Computer Vision
Segmentation and description of natural outdoor scenes
Image and Vision Computing
Fast and active texture segmentation based on orientation and local variance
Journal of Visual Communication and Image Representation
A variational formulation for segmenting desired objects in color images
Image and Vision Computing
Globally adaptive region information for automatic color-texture image segmentation
Pattern Recognition Letters
Review: A comparative study of deformable contour methods on medical image segmentation
Image and Vision Computing
Prior Knowledge, Level Set Representations & Visual Grouping
International Journal of Computer Vision
Automatic colour-texture image segmentation using active contours
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Detection and Tracking of Coronal Mass Ejections
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Active Volume Models with Probabilistic Object Boundary Prediction Module
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Brain MR Image Segmentation Using Local and Global Intensity Fitting Active Contours/Surfaces
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Geometric Deformable Model Driven by CoCRFs: Application to Optical Coherence Tomography
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Nonparametric Level-Set Segmentation Based on the Minimization of the Stochastic Complexity
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Active Contours Driven by Supervised Binary Classifiers for Texture Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Image Processing by Topological Asymptotic Expansion
Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision
Cooperative Object Segmentation and Behavior Inference in Image Sequences
International Journal of Computer Vision
New Possibilities with Sobolev Active Contours
International Journal of Computer Vision
Classifying Natural Objects on Outdoor Scenes
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
A Statistical Overlap Prior for Variational Image Segmentation
International Journal of Computer Vision
International Journal of Computer Vision
Narrow band region-based active contours and surfaces for 2D and 3D segmentation
Computer Vision and Image Understanding
A Local Normal-Based Region Term for Active Contours
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Boundaries as Contours of Optimal Appearance and Area of Support
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Active contours driven by local Gaussian distribution fitting energy
Signal Processing
Hierarchical multiple Markov chain model for unsupervised texture segmentation
IEEE Transactions on Image Processing
CoCRF deformable model: a geometric model driven by collaborative conditional random fields
IEEE Transactions on Image Processing
High-dimensional statistical measure for region-of-interest tracking
IEEE Transactions on Image Processing
Colour, texture, and motion in level set based segmentation and tracking
Image and Vision Computing
An efficient local Chan-Vese model for image segmentation
Pattern Recognition
Joint brain parametric T1-map segmentation and RF inhomogeneity calibration
Journal of Biomedical Imaging
Lennard-Jones force field for geometric active contour
Signal Processing
Knee MR image segmentation combining contextual constrained neural network and level set evolution
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Nonparametric Intensity Priors for Level Set Segmentation of Low Contrast Structures
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
A Unifying View of Contour Length Bias Correction
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
An Integral Active Contour Model for Convex Hull and Boundary Extraction
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Geometric attraction-driven flow for image segmentation and boundary detection
Journal of Visual Communication and Image Representation
Active contours driven by local image fitting energy
Pattern Recognition
Region-Based Active Contours with Exponential Family Observations
Journal of Mathematical Imaging and Vision
Active contours with selective local or global segmentation: A new formulation and level set method
Image and Vision Computing
A multiresolution flow-based multiphase image segmentation
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A fast region-based image segmentation based on least square method
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A nonconservative flow field for robust variational image segmentation
IEEE Transactions on Image Processing
Detection and tracking of coronal mass ejections based on supervised segmentation and level set
Pattern Recognition Letters
Classification Using Geometric Level Sets
The Journal of Machine Learning Research
Texture classification through multiscale orientation histogram analysis
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Automatic mapping of settlement areas using a knowledge-based image interpretation system
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Segmentation under occlusions using selective shape prior
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Fuzzy region competition: a convex two-phase segmentation framework
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
A variational framework for adaptive satellite images segmentation
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Efficient segmentation of piecewise smooth images
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Adaptive Metamorphs model for 3D medical image segmentation
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
A level set based segmentation method for images with intensity inhomogeneity
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
A brain MR image segmentation approach based on local intensity fitting curve evolution
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Generalizing edge detection to contour detection for image segmentation
Computer Vision and Image Understanding
An active contours method based on intensity and reduced gabor features for texture segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Active contouring based on gradient vector interaction and constrained level set diffusion
IEEE Transactions on Image Processing
Segmentation of optic disc in retinal images using an improved gradient vector flow algorithm
Multimedia Tools and Applications
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Multiphase joint segmentation-registration and object tracking for layered images
IEEE Transactions on Image Processing
On the Length and Area Regularization for Multiphase Level Set Segmentation
International Journal of Computer Vision
CO3 for ultra-fast and accurate interactive segmentation
Proceedings of the international conference on Multimedia
Visual affect recognition
A novel level set model based on local information
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
The segmentation of the body of tongue based on the improved level set in TCM
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
MICCAI'10 Proceedings of the 2010 international conference on Prostate cancer imaging: computer-aided diagnosis, prognosis, and intervention
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Radial basis function based level set interpolation and evolution for deformable modelling
Image and Vision Computing
Variational region-based segmentation using multiple texture statistics
IEEE Transactions on Image Processing
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
A novel variational model for image segmentation
Journal of Computational and Applied Mathematics
Split Bregman method for minimization of region-scalable fitting energy for image segmentation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Application of the Topological Gradient Method to Color Image Restoration
SIAM Journal on Imaging Sciences
Homogeneity- and density distance-driven active contours for medical image segmentation
Computers in Biology and Medicine
Tracking humans using novel optical flow algorithm for surveillance videos
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Efficient kernel density estimation of shape and intensity priors for level set segmentation
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Segmenting dynamic textures with ising descriptors, ARX models and level sets
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Deformable probability maps: Probabilistic shape and appearance-based object segmentation
Computer Vision and Image Understanding
A convex active contour region-based model for image segmentation
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
3d segmentation of rodent brain structures using hierarchical shape priors and deformable models
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Image segmentation using the multiphase level set in multiple color spaces
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Color pair clustering for texture detection
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Supervised texture detection in images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Segmentation of focal cortical dysplasia lesions using a feature-based level set
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
A geometric contour framework with vector field support
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Generation of dynamic heart model based on 4d echocardiographic images
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Image segmentation using local spectral histograms and linear regression
Pattern Recognition Letters
Steerable semi-automatic segmentation of textured images
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Tensor processing for texture and colour segmentation
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Exploiting intensity inhomogeneity to extract textured objects from natural scenes
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Energy minimization based segmentation and denoising using a multilayer level set approach
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Active contour method combining local fitting energy and global fitting energy dynamically
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Automatic color-texture image segmentation by using active contours
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Combined geometric-texture image classification
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Dynamical statistical shape priors for level set based sequence segmentation
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Level set segmentation based on local gaussian distribution fitting
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Automatic image segmentation by positioning a seed
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Patch-Based texture edges and segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Unsupervised texture segmentation with nonparametric neighborhood statistics
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Entropy-Scale profiles for texture segmentation
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
A local modified chan–vese model for segmenting inhomogeneous multiphase images
International Journal of Imaging Systems and Technology
A non-rigid appearance model for shape description and recognition
Pattern Recognition
A new perspective on object tracking based on BYY and five action circling
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Variational nonlocal image segmentation using split-Bregman
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
EGSR'05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques
An active contour model driven by anisotropic region fitting energy for image segmentation
Digital Signal Processing
Symmetry-driven accumulation of local features for human characterization and re-identification
Computer Vision and Image Understanding
Level set evolution with locally linear classification for image segmentation
Pattern Recognition
Context and profile based cascade classifier for efficient people detection and safety care system
Multimedia Tools and Applications
Region-based image segmentation with local signed difference energy
Pattern Recognition Letters
Active contour model driven by local histogram fitting energy
Pattern Recognition Letters
Efficient geometrical potential force computation for deformable model segmentation
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Serial slice image segmentation of digital human based on adaptive geometric active contour tracking
Computers in Biology and Medicine
A new multiphase soft segmentation with adaptive variants
Applied Computational Intelligence and Soft Computing
A novel multi-scale local region model for segmenting image with intensity inhomogeneity
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
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This paper presents a novel variational framework to deal with frame partition problems in Computer Vision. This framework exploits boundary and region-based segmentation modules under a curve-based optimization objective function. The task of supervised texture segmentation is considered to demonstrate the potentials of the proposed framework. The textured feature space is generated by filtering the given textured images using isotropic and anisotropic filters, and analyzing their responses as multi-component conditional probability density functions. The texture segmentation is obtained by unifying region and boundary-based information as an improved Geodesic Active Contour Model. The defined objective function is minimized using a gradient-descent method where a level set approach is used to implement the obtained PDE. According to this PDE, the curve propagation towards the final solution is guided by boundary and region-based segmentation forces, and is constrained by a regularity force. The level set implementation is performed using a fast front propagation algorithm where topological changes are naturally handled. The performance of our method is demonstrated on a variety of synthetic and real textured frames.