Diffusions for global optimizations
SIAM Journal on Control and Optimization
Constraints on deformable models: recovering 3D shape and nongrid motion
Artificial Intelligence
A survey of the Hough transform
Computer Vision, Graphics, and Image Processing
Hands: a pattern theoretic study of biological shapes
Hands: a pattern theoretic study of biological shapes
Boundary Finding with Parametrically Deformable Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature extraction from faces using deformable templates
International Journal of Computer Vision
Metropolis-type annealing algorithms for global optimization in Rd
SIAM Journal on Control and Optimization
CVGIP: Image Understanding
A Bayesian Approach to Dynamic Contours Through Stochastic Sampling and Simulated Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
A Deformable Template Approach to Detecting Straight Edges in Radar Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Use of the Hough transformation to detect lines and curves in pictures
Communications of the ACM
Tracking Deformable Objects in the Plane Using an Active Contour Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finite-Element Methods for Active Contour Models and Balloons for 2-D and 3-D Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
VIS '97 Proceedings of the 8th conference on Visualization '97
Representation and Recognition of Handwritten Digits Using Deformable Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Region Snake-Based Segmentation Adapted to Different Physical Noise Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Tracking Using Deformable Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Adaptive-Focus Deformable Model Using Statistical and Geometric Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformable Shape Detection and Description via Model-Based Region Grouping
IEEE Transactions on Pattern Analysis and Machine Intelligence
Aircraft Detection: A Case Study in Using Human Similarity Measure
IEEE Transactions on Pattern Analysis and Machine Intelligence
Retrieval of still images by content
Lectures on information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Transactions on Graphics (TOG)
ACM Transactions on Graphics (TOG)
Gesture Recognition: The Gesture Segmentation Problem
Journal of Intelligent and Robotic Systems
Identification of partly destroyed objects using deformable templates
Statistics and Computing
Parameter estimation for a deformable template model
Statistics and Computing
Bidirectional Deformable Matching with Application to Handwritten Character Extraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vision Experiments with Neural Deformable Template Matching
Neural Processing Letters
Techniques and Systems for Image and Video Retrieval
IEEE Transactions on Knowledge and Data Engineering
Semantic Modeling and Knowledge Representation in Multimedia Databases
IEEE Transactions on Knowledge and Data Engineering
Slice-adaptive histogram for improvement of anatomical structure extraction in volume data
Pattern Recognition Letters
Deformation Transformation for Handwritten Chinese Character Shape Correction
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Shape-Guided Split and Merge of Image Regions
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Training Set Expansion in Handwritten Character Recognition
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Automatic Deformable Shape Segmentation for Image Database Search Applications
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Content-Based Retrieval of Historical Watermark Images: I-tracings
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Planar Object Detection under Scaled Orthographic Projection
DGCI '00 Proceedings of the 9th International Conference on Discrete Geometry for Computer Imagery
Boundary Finding with Correspondence Using Statistical Shape Models
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Active blobs: region-based, deformable appearance models
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Nonparametric Multiscale Energy-Based Model and Its Application in Some Imagery Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Statistical Model for Contours in Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Influence of the Noise Model on Level Set Active Contour Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Character Recognition in Bookshelf Images by Automatic Template Selection
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Development of a Structural Deformable Model for Handwriting Recognition
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Representation and Detection of Deformable Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Salient Closed Boundary Extraction with Ratio Contour
IEEE Transactions on Pattern Analysis and Machine Intelligence
Curves vs. skeletons in object recognition
Signal Processing - Special section on content-based image and video retrieval
Accurate object contour tracking based on boundary edge selection
Pattern Recognition
Enhanced Snake algorithm by embedded domain transformation
Pattern Recognition
Face recognition from a single image per person: A survey
Pattern Recognition
Visual object retrieval via block-based visual-pattern matching
Pattern Recognition
Robust Object Matching for Persistent Tracking with Heterogeneous Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformation tolerant generalized Hough transform for sketch-based image retrieval in complex scenes
Image and Vision Computing
A real-time object detecting and tracking system for outdoor night surveillance
Pattern Recognition
Caenorhabditis elegans egg-laying detection and behavior study using image analysis
EURASIP Journal on Applied Signal Processing
Review: A comparative study of deformable contour methods on medical image segmentation
Image and Vision Computing
Analysis of Two-Dimensional Non-Rigid Shapes
International Journal of Computer Vision
Cellular neural network-based object recognition with deformable grids
Machine Graphics & Vision International Journal
Efficient Facial Features Warping Using BSM (Bayesian Shape Model)
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Non-rigid object tracking in complex scenes
Pattern Recognition Letters
Region-based Deformable Net for automatic color image segmentation
Image and Vision Computing
Segmenting magnetic resonance images via hierarchical mixture modelling
Computational Statistics & Data Analysis
Object representation with local features in geodesic distance space
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
Evaluation of shape similarity measurement methods for spine X-ray images
Journal of Visual Communication and Image Representation
Parallel implementation of elastic grid matching using cellular neural networks
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Shape feature matching for trademark image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Finding object categories in cluttered images using minimal shape prototypes
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Target positioning with dominant feature elements
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
A coarse-and-fine Bayesian belief propagation for correspondence problems in computer vision
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Statistical template matching under geometric transformations
DGCI'08 Proceedings of the 14th IAPR international conference on Discrete geometry for computer imagery
Face recognition based on invariant eigenvectors and hausdorff fraction distance
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Pattern recognition for high throughput zebrafish imaging using genetic algorithm optimization
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Representation and detection of deformable shapes
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Real-time facial feature detection by statistical template matching
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Shape context for image understanding
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
A fast algorithm for template matching
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Detecting and tracking distant objects at night based on human visual system
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Morphons: paint on priors and elastic canvas for segmentation and registration
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Affine invariant, model-based object recognition using robust metrics and bayesian statistics
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
An improved template matching method for object detection
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Image and Vision Computing
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Efficient and robust shape retrieval from deformable templates
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: applications and case studies - Volume Part II
Editor's choice article: On growth and formlets: Sparse multi-scale coding of planar shape
Image and Vision Computing
Particle Swarm Optimization and Differential Evolution for model-based object detection
Applied Soft Computing
Class-Specific weighted dominant orientation templates for object detection
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Boundary reconstruction in binary images using splines
Pattern Recognition
Journal of Visual Communication and Image Representation
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We propose a general object localization and retrieval scheme based on object shape using deformable templates. Prior knowledge of an object shape is described by a prototype template which consists of the representative contour/edges, and a set of probabilistic deformation transformations on the template. A Bayesian scheme, which is based on this prior knowledge and the edge information in the input image, is employed to find a match between the deformed template and objects in the image. Computational efficiency is achieved via a coarse-to-fine implementation of the matching algorithm. Our method has been applied to retrieve objects with a variety of shapes from images with complex background. The proposed scheme is invariant to location, rotation, and moderate scale changes of the template.