Kernel-based classification using quantum mechanics
Pattern Recognition
Non-parametric classifier-independent feature selection
Pattern Recognition
Neighbor number, valley seeking and clustering
Pattern Recognition Letters
Pattern Recognition Letters
A note on the convergence of the mean shift
Pattern Recognition
Nonparametric background generation
Journal of Visual Communication and Image Representation
Robust tracking with motion estimation and local Kernel-based color modeling
Image and Vision Computing
An adaptive level-selecting wavelet transform for texture defect detection
Image and Vision Computing
Pattern Recognition
Region-based license plate detection
Journal of Network and Computer Applications
Mean shift spectral clustering
Pattern Recognition
Automatic segmentation of unorganized noisy point clouds based on the Gaussian map
Computer-Aided Design
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
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 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
Optical-flow based on an edge-avoidance procedure
Computer Vision and Image Understanding
Accurate appearance-based Bayesian tracking for maneuvering targets
Computer Vision and Image Understanding
Approximate Bayesian methods for kernel-based object tracking
Computer Vision and Image Understanding
Image denoising in steerable pyramid domain based on a local Laplace prior
Pattern Recognition
Use of aggregation pheromone density for image segmentation
Pattern Recognition Letters
Iconic and multi-stroke gesture recognition
Pattern Recognition
KNN-kernel density-based clustering for high-dimensional multivariate data
Computational Statistics & Data Analysis
Computer Vision and Image Understanding
Keypoint design and evaluation for place recognition in 2D lidar maps
Robotics and Autonomous Systems
Mean shift blob tracking with kernel histogram filtering and hypothesis testing
Pattern Recognition Letters
An adaptive technique for global and local skew correction in color documents
Expert Systems with Applications: An International Journal
Hardware/software co-design of a real-time kernel based tracking system
Journal of Systems Architecture: the EUROMICRO Journal
Pattern Recognition Letters
Multi-object detection and tracking by stereo vision
Pattern Recognition
Target tracking for mobile robot platforms via object matching and background anti-matching
Robotics and Autonomous Systems
Active learning with extremely sparse labeled examples
Neurocomputing
Robust 3D reconstruction and mean-shift clustering of motoneurons from serial histological images
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Automatically finding clusters in normalized cuts
Pattern Recognition
Short Communication to SMI 2011: CAD mesh model segmentation by clustering
Computers and Graphics
A novel SVM+NDA model for classification with an application to face recognition
Pattern Recognition
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
Novel mean-shift based histogram equalization using textured regions
Expert Systems with Applications: An International Journal
Graph-based recognition in photo collections using social semantics
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
An Approach for 2D Visual Occupancy Grid Map Using Monocular Vision
Electronic Notes in Theoretical Computer Science (ENTCS)
High-performance template tracking
Journal of Visual Communication and Image Representation
Improving feature space based image segmentation via density modification
Information Sciences: an International Journal
Mathematical and Computer Modelling: An International Journal
Social event detection and retrieval in collaborative photo collections
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Nearest-neighbors medians clustering
Statistical Analysis and Data Mining
A Novel Multimodal Probability Model for Cluster Analysis
Fundamenta Informaticae - Knowledge Technology
A hierarchical clustering based non-maximum suppression method in pedestrian detection
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
Real-time object detection and localization with SIFT-based clustering
Image and Vision Computing
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
Dynamics of a mean-shift-like algorithm and its applications on clustering
Information Processing Letters
A heuristic hierarchical clustering based on multiple similarity measurements
Pattern Recognition Letters
Adaptive non-parametric identification of dense areas using cell phone records for urban analysis
Engineering Applications of Artificial Intelligence
Monocular object detection using 3d geometric primitives
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Graph-Based detection of objects with regular regions
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
Mode seeking with an adaptive distance measure
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Journal of Intelligent and Robotic Systems
Human fall detection by mean shift combined with depth connected components
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
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
Really quick shift: image segmentation on a GPU
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
An automated picking workstation for healthcare applications
Computers and Industrial Engineering
Multi-sensor satellite image analysis using niche genetic algorithm for flood assessment
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
L1-medial skeleton of point cloud
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
On the convergence of the mean shift algorithm in the one-dimensional space
Pattern Recognition Letters
Mean shift based gradient vector flow for image segmentation
Computer Vision and Image Understanding
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
3D modeling of multiple-object scenes from sets of images
Pattern Recognition
QUAC: Quick unsupervised anisotropic clustering
Pattern Recognition
Integrated instance- and class-based generative modeling for text classification
Proceedings of the 18th Australasian Document Computing Symposium
Computers in Biology and Medicine
Context-sensitive intra-class clustering
Pattern Recognition Letters
A proposed FPGA architecture for mean shift based object tracking with bandwidth constrained sensors
International Journal of Intelligent Systems Technologies and Applications
A Study of the Cosine Distance-Based Mean Shift for Telephone Speech Diarization
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Human Activity Recognition Using Gait Pattern
International Journal of Computer Vision and Image Processing
Robotics and Autonomous Systems
Human automatic detection and tracking for outdoor video
Integrated Computer-Aided Engineering
Enhancing a disparity map by color segmentation
Integrated Computer-Aided Engineering
Hi-index | 754.84 |
Nonparametric density gradient estimation using a generalized kernel approach is investigated. Conditions on the kernel functions are derived to guarantee asymptotic unbiasedness, consistency, and uniform consistency of the estimates. The results are generalized to obtain a simple mcan-shift estimate that can be extended in ak-nearest-neighbor approach. Applications of gradient estimation to pattern recognition are presented using clustering and intrinsic dimensionality problems, with the ultimate goal of providing further understanding of these problems in terms of density gradients.