Deformable Shape Detection and Description via Model-Based Region Grouping
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification and Localisation of Diabetic-Related Eye Disease
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Stereo Matching Using Belief Propagation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Stereo Matching with Segmentation-Based Cooperation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
ADORE: Adaptive Object Recognition
ICVS '99 Proceedings of the First International Conference on Computer Vision Systems
Shape-Guided Split and Merge of Image Regions
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Using Graph Search Techniques for Contextual Colour Retrieval
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Region-Based Representation for Object Recognition by Relaxation Labelling
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Integrating Recognition Paradigms in a Multiple-Path Architecture
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Region-Based Image Retrieval Using Multiple-Features
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Structure and Process: Learning of Visual Models and Construction Plans for Complex Objects
Revised Papers from the International Workshop on Sensor Based Intelligent Robots
Generic Model Abstraction from Examples
Revised Papers from the International Workshop on Sensor Based Intelligent Robots
Movie Content Retrieval and Semi-automatic Annotation Based on Low-Level Descriptions
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Multimodal System for Object Learning
Proceedings of the 24th DAGM Symposium on Pattern Recognition
A Color Segmentation Algorithm for Real-Time Object Localization on Small Embedded Systems
RobVis '01 Proceedings of the International Workshop on Robot Vision
Ubiquitous display for dynamically changing environment
CHI '03 Extended Abstracts on Human Factors in Computing Systems
Unsupervised Segmentation of Color Images Based on k -means Clustering in the Chromaticity Plane
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Image Segmentation Using Local Variation
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Stereo Matching Using Belief Propagation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust finger tracking for wearable computer interfacing
Proceedings of the 2001 workshop on Perceptive user interfaces
MDPE: A Very Robust Estimator for Model Fitting and Range Image Segmentation
International Journal of Computer Vision
Efficient Graph-Based Image Segmentation
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Adaptive-Scale Parametric Model Estimation for Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image recognition for digital libraries
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Generic Model Abstraction from Examples
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object tracking using CamShift algorithm and multiple quantized feature spaces
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Interactive vector fields for painterly rendering
GI '05 Proceedings of Graphics Interface 2005
An adaptive edge detection based colorization algorithm and its applications
Proceedings of the 13th annual ACM international conference on Multimedia
Browsing the environment with the SNAP&TELL wearable computer system
Personal and Ubiquitous Computing
Towards a framework for learning structured shape models from text-annotated images
HLT-NAACL-LWM '04 Proceedings of the HLT-NAACL 2003 workshop on Learning word meaning from non-linguistic data - Volume 6
Unsupervised color-texture segmentation based on soft criterion with adaptive mean-shift clustering
Pattern Recognition Letters
SMALLab: a mediated platform for education
ACM SIGGRAPH 2006 Educators program
Fluid simulation as a tool for painterly rendering
SIGGRAPH '04 ACM SIGGRAPH 2004 Posters
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
Mining spatial association rules in image databases
Information Sciences: an International Journal
Bayesian object extraction from uncalibrated image pairs
Image Communication
Combining local belief from low-level primitives for perceptual grouping
Pattern Recognition
Object segmentation within microscope images of palynofacies
Computers & Geosciences
Generation of a disparity map using piecewise linear transformation
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Robust approach for suburban road segmentation in high-resolution aerial images
International Journal of Remote Sensing
Image Segmentation by Nonparametric Color Clustering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A System to Segment Text and Symbols from Color Maps
Graphics Recognition. Recent Advances and New Opportunities
Static and dynamic abstract formal models for 3D sensor images
WSEAS TRANSACTIONS on SYSTEMS
Towards Fully Automatic Image Segmentation Evaluation
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Fusion of Multi-view Tissue Classification Based on Wound 3D Model
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Unsupervised mesh based segmentation of moving objects
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Semantic object classes in video: A high-definition ground truth database
Pattern Recognition Letters
Lossy compression through segmentation on low depth-of-field images
Digital Signal Processing
IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Comics Stylization from Photographs
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Reducing the dimensionality of dissimilarity space embedding graph kernels
Engineering Applications of Artificial Intelligence
ROISeer: Region-Based Image Retrieval by Hierarchical Feature Filtering
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Vehicle Detection from Aerial Images Using Local Shape Information
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Mean shift-based clustering analysis of multispectral remote sensing imagery
International Journal of Remote Sensing
Approximate graph edit distance computation by means of bipartite graph matching
Image and Vision Computing
Advances in Engineering Software
A perception oriented formal model for 3D sensor depth images
ICS'08 Proceedings of the 12th WSEAS international conference on Systems
Abstraction of photographs: a comics style approach
ECC'09 Proceedings of the 3rd international conference on European computing conference
A Robust and Efficient Approach for Human Tracking in Multi-camera Systems
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
International Journal of Human-Computer Studies
Digital Image Processing in Remote Sensing
SIBGRAPI-TUTORIALS '09 Proceedings of the 2009 Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing
Rapid and precise object detection based on color histograms and adaptive bandwidth mean shift
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Trinocular ground system to control UAVs
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
An evidential fusion architecture for advanced driver assistance
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Semi-supervised statistical region refinement for color image segmentation
Pattern Recognition
FRVT 2006: Quo Vadis face quality
Image and Vision Computing
Interactive system for efficient video cartooning
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Analysis tool for cataloguing textile and tile pattern designs
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartIII
MAPS: multiscale attention-based presegmentation of color images
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Object recognition of outdoor environment by segmented regions for robot navigation
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Video segmentation for markerless motion capture in unconstrained environments
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
JSEG-based image segmentation in computer vision for agricultural mobile robot navigation
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
A framework for unsupervised mesh based segmentation of moving objects
Multimedia Tools and Applications
Robust polynomial classifier using L1-norm minimization
Applied Intelligence
A background subtraction algorithm for detecting and tracking vehicles
Expert Systems with Applications: An International Journal
Spatially coherent clustering using graph cuts
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Tree-based overlay networks for scalable applications
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
A region-based randomized voting scheme for stereo matching
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Landmark vectors with quantized distance information for homing navigation
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
New algorithm for segmentation of images represented as hypergraph hexagonal-grid
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Semi-supervised probabilistic relaxation for image segmentation
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
SATCLUS: an effective clustering technique for remotely sensed images
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
CU-dimensions: stereoscopic images generation using still images
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Feature selection for graph-based image classifiers
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
A fast line segment based dense stereo algorithm using tree dynamic programming
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
A grid-density based technique for finding clusters in satellite image
Pattern Recognition Letters
A novel segmentation strategy based on colour channels coupling
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Coarse-to-Fine object recognition using shock graphs
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Combined color and texture segmentation based on fibonacci lattice sampling and mean shift
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
An mean shift based gray level co-occurrence matrix for endoscope image diagnosis
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Image specific feature similarities
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Image segmentation using a genetic algorithm and hierarchical local search
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Mean shift-based lesion detection of gastroscopic images
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Real-time color ball tracking for augmented reality
EGVE'08 Proceedings of the 14th Eurographics conference on Virtual Environments
Clustering via geometric median shift over Riemannian manifolds
Information Sciences: an International Journal
New eye contact correction using radial basis function for wide baseline videoconference system
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Transforming cluster-based segmentation for use in OpenVL by mainstream developers
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
A data driven depth estimation for 3D video conversion
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
QUAC: Quick unsupervised anisotropic clustering
Pattern Recognition
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A general technique for the recovery of significant image features is presented. The technique is based on the mean shift algorithm, a simple nonparametric procedure for estimating density gradients. Drawbacks of the current methods (including robust clustering) are avoided. Feature space of any nature can be processed, and as an example, color image segmentation is discussed. The segmentation is completely autonomous, only its class is chosen by the user. Thus, the same program can produce a high quality edge image, or provide, by extracting all the significant colors, a preprocessor for content-based query systems. A 512/spl times/512 color image is analyzed in less than 10 seconds on a standard workstation. Gray level images are handled as color images having only the lightness coordinate.