Stochastic global optimization methods. part 1: clustering methods
Mathematical Programming: Series A and B
Iterative solution of nonlinear equations in several variables
Iterative solution of nonlinear equations in several variables
Constrained Clustering as an Optimization Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
ROR: Rejection of Outliers by Rotations
IEEE Transactions on Pattern Analysis and Machine Intelligence
General Scheme of Region Competition Based on Scale Space
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
Image Segmentation by Data-Driven Markov Chain Monte Carlo
IEEE Transactions on Pattern Analysis and Machine Intelligence
Advanced algorithmic approaches to medical image segmentation
Recognition of freehand sketches using mean shift
Proceedings of the 8th international conference on Intelligent user interfaces
A Video-Based Drowning Detection System
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A General Method for Unsupervised Segmentation of Images Using a Multiscale Approach
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Face Tracking Using the Dynamic Grey World Algorithm
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Head tracking using shapes and adaptive color histograms
Journal of Computer Science and Technology
Analysis and visualization of gene expression data using self-organizing maps
Neural Networks - New developments in self-organizing maps
A computer vision based human-robot interface
Autonomous robotic systems
A New Cluster Isolation Criterion Based on Dissimilarity Increments
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
A mid-level representation framework for semantic sports video analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Nonparametric color characterization using mean shift
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Video retrieval using spatio-temporal descriptors
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
IEEE Transactions on Pattern Analysis and Machine Intelligence
Accurate and robust line segment extraction by analyzing distribution around peaks in Hough space
Computer Vision and Image Understanding
MDPE: A Very Robust Estimator for Model Fitting and Range Image Segmentation
International Journal of Computer Vision
Hybrid approach to efficient text extraction in complex color images
Pattern Recognition Letters
Range Image Segmentation by an Effective Jump-Diffusion Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Meanshift Clustering for DNA Microarray Analysis
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Robust Adaptive-Scale Parametric Model Estimation for Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean Shift Is a Bound Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Multiple Clusterings Using Evidence Accumulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A novel non-intrusive eye gaze estimation using cross-ratio under large head motion
Computer Vision and Image Understanding - Special issue on eye detection and tracking
General C-Means Clustering Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM SIGGRAPH 2005 Papers
Object tracking using CamShift algorithm and multiple quantized feature spaces
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Graphical Search for Images by PictureFinder
Multimedia Tools and Applications
More optimal strokes for NPR sketching
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Population-Based Continuous Optimization, Probabilistic Modelling and Mean Shift
Evolutionary Computation
Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast nonparametric clustering with Gaussian blurring mean-shift
ICML '06 Proceedings of the 23rd international conference on Machine learning
Minimum sum-squared residue for fuzzy co-clustering
Intelligent Data Analysis
A comprehensive analysis for relevance feedback in CBIR system
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Kernel-based classification using quantum mechanics
Pattern Recognition
Prototype selection for dissimilarity-based classifiers
Pattern Recognition
A color image segmentation approach for content-based image retrieval
Pattern Recognition
Transductive local exploration particle filter for object tracking
Image and Vision Computing
A note on the convergence of the mean shift
Pattern Recognition
PCAR '06 Proceedings of the 2006 international symposium on Practical cognitive agents and robots
Pattern Recognition Letters
Robust tracking with motion estimation and local Kernel-based color modeling
Image and Vision Computing
Gaussian Mean-Shift Is an EM Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Pose Estimation and Recognition Using Non-Gaussian Modeling of Appearance Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple Collaborative Kernel Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition
Deformation tolerant generalized Hough transform for sketch-based image retrieval in complex scenes
Image and Vision Computing
Region-based license plate detection
Journal of Network and Computer Applications
MAP ZDF segmentation and tracking using active stereo vision: Hand tracking case study
Computer Vision and Image Understanding
A Low Dimensional Fluid Motion Estimator
International Journal of Computer Vision
A comparison of linear skinning techniques for character animation
AFRIGRAPH '07 Proceedings of the 5th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Learning semantic object parts for object categorization
Image and Vision Computing
Improving image segmentation by gradient vector flow and mean shift
Pattern Recognition Letters
Transforming 3D coloured pixels into musical instrument notes for vision substitution applications
Journal on Image and Video Processing
LEGClust—A Clustering Algorithm Based on Layered Entropic Subgraphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
Prior Knowledge, Level Set Representations & Visual Grouping
International Journal of Computer Vision
Mean shift spectral clustering
Pattern Recognition
Robust Object Detection with Interleaved Categorization and Segmentation
International Journal of Computer Vision
A recursive algorithm for bearings-only tracking with signal time delay
Signal Processing
Video browsing by direct manipulation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Posterior probability measure for image matching
Pattern Recognition
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation
International Journal of Computer Vision
Circular road signs recognition with soft classifiers
Integrated Computer-Aided Engineering - Artificial Neural Networks
Bregman bubble clustering: A robust framework for mining dense clusters
ACM Transactions on Knowledge Discovery from Data (TKDD)
Automatic segmentation of unorganized noisy point clouds based on the Gaussian map
Computer-Aided Design
Combination of accumulated motion and color segmentation for human activity analysis
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
A decoupled approach to exemplar-based unsupervised learning
Proceedings of the 25th international conference on Machine learning
An adaptive window mechanism for image smoothing
Computer Vision and Image Understanding
A comparison between two robust techniques for segmentation of blood vessels
Computers in Biology and Medicine
Stable feature selection via dense feature groups
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Extraction and temporal segmentation of multiple motion trajectories in human motion
Image and Vision Computing
Towards Probabilistic Shape Vision in RoboCup: A Practical Approach
RoboCup 2006: Robot Soccer World Cup X
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Implicit Surface Reconstruction from Scattered Point Data with Noise
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Image Segmentation by Nonparametric Color Clustering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Critical Scale for Unsupervised Cluster Discovery
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
On the Relation between Anisotropic Diffusion and Iterated Adaptive Filtering
Proceedings of the 30th DAGM symposium on Pattern Recognition
Mean shift: An information theoretic perspective
Pattern Recognition Letters
Mean-shift-based color segmentation of images containing green vegetation
Computers and Electronics in Agriculture
A Method of Landmark Visual Tracking for Mobile Robot
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
People Identification Using Gait Via Floor Pressure Sensing and Analysis
EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
Gravitational Fuzzy Clustering
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Image Matching Using High Dynamic Range Images and Radial Feature Descriptors
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
3D Human Motion Tracking Using Progressive Particle Filter
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
A motion observable representation using color correlogram and its applications to tracking
Computer Vision and Image Understanding
Unsupervised cluster discovery using statistics in scale space
Engineering Applications of Artificial Intelligence
Object tracking using SIFT features and mean shift
Computer Vision and Image Understanding
Online updating appearance generative mixture model for meanshift tracking
Machine Vision and Applications
Color image segmentation using adaptive mean shift and statistical model-based methods
Computers & Mathematics with Applications
Note: Target tracking with incomplete detection
Computer Vision and Image Understanding
Mean shift-based clustering analysis of multispectral remote sensing imagery
International Journal of Remote Sensing
A gradient oriented recombination scheme for evolution strategies
Proceedings of the 2009 ACM symposium on Applied Computing
Nonlinear Mean Shift over Riemannian Manifolds
International Journal of Computer Vision
Consensus group stable feature selection
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Category detection using hierarchical mean shift
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Improved Object Tracking Algorithm Based on New HSV Color Probability Model
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Kernel Based Multi-object Tracking Using Gabor Functions Embedded in a Region Covariance Matrix
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention
International Journal of Robotics Research
Benchmarking Image Segmentation Algorithms
International Journal of Computer Vision
A Variational Framework for Non-local Image Inpainting
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Image Filtering Driven by Level Curves
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Detection of multiple deformable objects using PCA-SIFT
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Interactive image segmentation by maximal similarity based region merging
Pattern Recognition
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Localizing volumetric motion for action recognition in realistic videos
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Shape-from-recognition: Recognition enables meta-data transfer
Computer Vision and Image Understanding
Camera-based OBDP locomotion system
Proceedings of the 16th ACM Symposium on Virtual Reality Software and Technology
KNN-kernel density-based clustering for high-dimensional multivariate data
Computational Statistics & Data Analysis
A novel non-intrusive eye gaze estimation using cross-ratio under large head motion
Computer Vision and Image Understanding - Special issue on eye detection and tracking
IEEE Transactions on Signal Processing
Adaptive pyramid mean shift for global real-time visual tracking
Image and Vision Computing
Comparison of local image descriptors for full 6 degree-of-freedom pose estimation
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Articulated object tracking by rendering consistent appearance parts
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Object recognition and full pose registration from a single image for robotic manipulation
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Kernel bandwidth estimation for nonparametric modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Dimension and coverage of multiple-models structures using clustering techniques
MIC '08 Proceedings of the 27th IASTED International Conference on Modelling, Identification and Control
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
Simultaneous multi-line-segment merging for robot mapping using mean shift clustering
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Interesting faces: A graph-based approach for finding people in news
Pattern Recognition
Journal of Mathematical Imaging and Vision
Mean shift blob tracking with kernel histogram filtering and hypothesis testing
Pattern Recognition Letters
Object tracking with self-updating tracking window
PAISI'07 Proceedings of the 2007 Pacific Asia conference on Intelligence and security informatics
Fast 3D mean shift filter for CT images
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
On the number of modes of a Gaussian mixture
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Face detection using multiple cues
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Automatic color based reassembly of fragmented images and paintings
IEEE Transactions on Image Processing
Volumetric Features for Video Event Detection
International Journal of Computer Vision
Patch-based pose inference with a mixture of density estimators
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
The design of a pressure sensing floor for movement-based human computer interaction
EuroSSC'07 Proceedings of the 2nd European conference on Smart sensing and context
Object tracking based on parzen particle filter using multiple cues
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Improved object tracking using an adaptive colour model
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Quantization-based clustering algorithm
Pattern Recognition
3D mesh segmentation using mean-shifted curvature
GMP'08 Proceedings of the 5th international conference on Advances in geometric modeling and processing
New inference strategies for solving Markov decision processes using reversible jump MCMC
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
A new approach to hand tracking and gesture recognition by a new feature type and HMM
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Journal of Network and Computer Applications
An adaptive technique for global and local skew correction in color documents
Expert Systems with Applications: An International Journal
Footprint tracking and recognition using a pressure sensing floor
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Feature space based image segmentation via density modification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Transactions on Image Processing
Effective level set image segmentation with a kernel induced data term
IEEE Transactions on Image Processing
3D human motion tracking based on a progressive particle filter
Pattern Recognition
Segmentation of optic disc in retinal images using an improved gradient vector flow algorithm
Multimedia Tools and Applications
An improved interactive color image segmentation using region-based graph cuts
Machine Graphics & Vision International Journal
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
Note: Low-resolution color-based visual tracking with state-space model identification
Computer Vision and Image Understanding
An intelligent system to detect Crohn's disease inflammation in wireless capsule endoscopy videos
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Multi-object detection and tracking by stereo vision
Pattern Recognition
A study on multiple objects detection, loading and control in video for augmented reality
WSEAS Transactions on Computers
Multiple camera people detection and tracking using support integration
Pattern Recognition Letters
Discriminative space-time voting for joint recognition and localization of actions.
Proceedings of the 2nd international workshop on Social signal processing
Target extraction from the military infrared image with complex texture background
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
HBU'10 Proceedings of the First international conference on Human behavior understanding
Human tracking: a state-of-art survey
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Image contour extraction based on ant colony algorithm and B-snake
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
An experimental study of color-based segmentation algorithms based on the mean-shift concept
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Parallel mean shift for interactive volume segmentation
MLMI'10 Proceedings of the First international conference on Machine learning in medical imaging
A class boundary preserving algorithm for data condensation
Pattern Recognition
Tree-based overlay networks for scalable applications
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
A fast vehicle tag recognition system with video by IP camera
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Automatic cephalometric evaluation of patients suffering from sleep-disordered breathing
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
VIRaL: Visual Image Retrieval and Localization
Multimedia Tools and Applications
Learning scene entries and exits using coherent motion regions
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Blurring mean-shift with a restricted data-set modification for applications in image processing
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Stereo matching in mean shift attractor space
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Multibandwidth kernel-based object tracking
Advances in Artificial Intelligence - Special issue on machine learning paradigms for modeling spatial and temporal information in multimedia data mining
An Exponential Model for Infinite Rankings
The Journal of Machine Learning Research
Localization of 3D anatomical structures using random forests and discrete optimization
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Probabilistic tracking in joint feature-spatial spaces
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A Variational Framework for Exemplar-Based Image Inpainting
International Journal of Computer Vision
Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking
Computer Vision and Image Understanding
Extraction of 3D shape of a tooth from dental CT images with region growing method
IWCF'10 Proceedings of the 4th international conference on Computational forensics
Short Communication to SMI 2011: CAD mesh model segmentation by clustering
Computers and Graphics
Locally Defined Principal Curves and Surfaces
The Journal of Machine Learning Research
A region segmentation method for colonoscopy images using a model of polyp appearance
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Boundary aligned smooth 3D cross-frame field
Proceedings of the 2011 SIGGRAPH Asia Conference
The MOPED framework: Object recognition and pose estimation for manipulation
International Journal of Robotics Research
Sample-weighted clustering methods
Computers & Mathematics with Applications
Data driven bandwidth for medoid shift algorithm
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
Hierarchical blurring mean-shift
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Vision-based navigation with efficient scene recognition
Intelligent Service Robotics
A Segmentation Algorithm Based on an Iterative Computation of the Mean Shift Filtering
Journal of Intelligent and Robotic Systems
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Scene parsing using a prior world model
International Journal of Robotics Research
A complete gradient clustering algorithm formed with kernel estimators
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Shared feature extraction for semi-supervised image classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Editors Choice Article: Tracking highly correlated targets through statistical multiplexing
Image and Vision Computing
KDE Paring and a Faster Mean Shift Algorithm
SIAM Journal on Imaging Sciences
Face tracking algorithm based on mean shift and ellipse fitting
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
An image segmentation algorithm using iteratively the mean shift
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Adaptive kernel based tracking using mean-shift
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Extracting patterns from location history
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Random walks, constrained multiple hypothesis testing and image enhancement
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Robust visual tracking for multiple targets
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Face tracking using mean-shift algorithm: a fuzzy approach for boundary detection
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
A comparative evaluation of template and histogram based 2d tracking algorithms
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
High-performance template tracking
Journal of Visual Communication and Image Representation
Objective PET lesion segmentation using a spherical mean shift algorithm
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Video segmentation using joint space-time-range adaptive mean shift
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Multiple hypothesis target tracking using merge and split of graph’s nodes
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Mean shift and morphology based segmentation scheme for DNA microarray images
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Images boundary extraction based on curve evolution and ant colony algorithm
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Mean shift segmentation method based on hybridized particle swarm optimization
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Improving feature space based image segmentation via density modification
Information Sciences: an International Journal
An mean shift based gray level co-occurrence matrix for endoscope image diagnosis
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Unsupervised clustering in personal photo collections
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Evolving mean shift with adaptive bandwidth: a fast and noise robust approach
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Accelerated convergence using dynamic mean shift
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Context-Aware Semi-Local Feature Detector
ACM Transactions on Intelligent Systems and Technology (TIST)
Efficient visual tracking using particle filter with incremental likelihood calculation
Information Sciences: an International Journal
Color region tracking against brightness changes
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Occlusion detection and tracking method based on bayesian decision theory
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A graph-based feature combination approach to object tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
3D reconstruction and video-based rendering of casually captured videos
Proceedings of the 2010 international conference on Video Processing and Computational Video
Unsupervised color image segmentation using mean shift and deterministic annealing EM
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
An invariant and compact representation for unrestricted pose estimation
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Local single-patch features for pose estimation using the log-polar transform
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Color distribution tracking for facial analysis
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Speech source separation using a generalized mean shift algorithm
Signal Processing
Using mean shift algorithm in the recognition of industrial data matrix codes
SITE'12 Proceedings of the 11th international conference on Telecommunications and Informatics, Proceedings of the 11th international conference on Signal Processing
A robust EM clustering algorithm for Gaussian mixture models
Pattern Recognition
A Robust Feature Matching Approach for Photography Originality Test
Journal of Mathematical Imaging and Vision
Nearest-neighbors medians clustering
Statistical Analysis and Data Mining
Gaussian propagation model based dense optical flow for objects tracking
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Motion capture for clinical purposes, an approach using primesense sensors
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Enhancing Reconfigurable Platforms Programmability for Synchronous Data-Flow Applications
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
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
Robust mean shift tracking with background information
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
A remote sensing image matching algorithm based on the feature extraction
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
A reduced-complexity image coding scheme using decision-directed wavelet-based contourlet transform
Journal of Visual Communication and Image Representation
Using incremental subspace and contour template for object tracking
Journal of Network and Computer Applications
Robust filtering of noisy scattered point data
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
Design and development of an effective ball catching robotic arm with 3DOF
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
A simple oriented mean-shift algorithm for tracking
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Clustering via geometric median shift over Riemannian manifolds
Information Sciences: an International Journal
Dynamics of a mean-shift-like algorithm and its applications on clustering
Information Processing Letters
Proceedings of the 21st ACM international conference on Information and knowledge management
A heuristic hierarchical clustering based on multiple similarity measurements
Pattern Recognition Letters
Contraction moves for geometric model fitting
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Semantic structure from motion: a novel framework for joint object recognition and 3d reconstruction
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Research on alignment of camera and receptacle during the autonomous aerial refueling
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part I
Mode seeking with an adaptive distance measure
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Multiple ground plane estimation for 3D scene understanding using a monocular camera
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Mode seeking clustering by KNN and mean shift evaluated
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A scoring model for clothes matching using color harmony and texture analysis
GREC'11 Proceedings of the 9th international conference on Graphics Recognition: new trends and challenges
Interactive bivariate mode trees for visual structure analysis
Proceedings of the 27th Spring Conference on Computer Graphics
Think globally, act locally: on the reshaping of information landscapes
Proceedings of the 12th international conference on Information processing in sensor networks
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Histogram of oriented normal vectors for object recognition with a depth sensor
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Clustering construction on a multimodal probability model
Information Sciences: an International Journal
CopyCatch: stopping group attacks by spotting lockstep behavior in social networks
Proceedings of the 22nd international conference on World Wide Web
Security implications of password discretization for click-based graphical passwords
Proceedings of the 22nd international conference on World Wide Web
M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling
Pattern Recognition
On the convergence of the mean shift algorithm in the one-dimensional space
Pattern Recognition Letters
A multiple face detection and tracking system based on TLD
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Comparative study of segmentation methods for tree leaves extraction
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Localization of points of interest from georeferenced and oriented photographs
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
A new approach for adaptive background object tracking based on Kalman filter and mean shift
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Tag configuration matcher for geo-tagging
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Object information based interactive segmentation for fatty tissue extraction
Computers in Biology and Medicine
QUAC: Quick unsupervised anisotropic clustering
Pattern Recognition
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging - Special issue on Computer Vision and Image Processing for Computer-Aided Diagnosis
A novel evidence based model for detecting dangerous situations in level crossing environments
Expert Systems with Applications: An International Journal
Regularized discriminant entropy analysis
Pattern Recognition
Robust Object Detection in Military Infrared Image
International Journal of Advanced Pervasive and Ubiquitous Computing
A generative model and a generalized trust region Newton method for noise reduction
Computational Optimization and Applications
Dynamic random regression forests for real-time head pose estimation
Machine Vision and Applications
Spontaneous clustering via minimum gamma-divergence
Neural Computation
Demisting the Hough Transform for 3D Shape Recognition and Registration
International Journal of Computer Vision
Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval
International Journal of Computer Vision
A Study of the Cosine Distance-Based Mean Shift for Telephone Speech Diarization
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Discovering and Characterizing Places of Interest Using Flickr and Twitter
International Journal on Semantic Web & Information Systems
Human Activity Recognition Using Gait Pattern
International Journal of Computer Vision and Image Processing
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging
Robotics and Autonomous Systems
Improving mixture tree construction using better EM algorithms
Computational Statistics & Data Analysis
| Hi-index | 0.15 |
Mean shift, a simple iterative procedure that shifts each data point to the average of data points in its neighborhood, is generalized and analyzed in this paper. This generalization makes some k-means like clustering algorithms its special cases. It is shown that mean shift is a mode-seeking process on a surface constructed with a 驴shadow驴 kernel. For Gaussian kernels, mean shift is a gradient mapping. Convergence is studied for mean shift iterations. Cluster analysis is treated as a deterministic problem of finding a fixed point of mean shift that characterizes the data. Applications in clustering and Hough transform are demonstrated. Mean shift is also considered as an evolutionary strategy that performs multistart global optimization.