Texture feature performance for image segmentation
Pattern Recognition
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Active vision
Image segmentation from consensus information
Computer Vision and Image Understanding
Contour Continuity in Region Based Image Segmentation
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
A Fragment-Based Approach to Object Representation and Classification
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Normalized Cuts and Image Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
A region growing and merging algorithm to color segmentation
Pattern Recognition
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
Unsupervised colorization of black-and-white cartoons
Proceedings of the 3rd international symposium on Non-photorealistic animation and rendering
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Context-Based Segmentation of Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Receptive Field Structures for Recognition
Neural Computation
Weakly Supervised Scale-Invariant Learning of Models for Visual Recognition
International Journal of Computer Vision
Edge affinity for pose-contour matching
Computer Vision and Image Understanding
Seat detection in a car for a smart airbag application
Pattern Recognition Letters
Robust Image Segmentation Using Resampling and Shape Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Probabilistic Models for Contour Completion in Natural Images
International Journal of Computer Vision
Describing Visual Scenes Using Transformed Objects and Parts
International Journal of Computer Vision
Robust Object Detection with Interleaved Categorization and Segmentation
International Journal of Computer Vision
Object recognition and segmentation in videos by connecting heterogeneous visual features
Computer Vision and Image Understanding
Selecting features for object detection using an AdaBoost-compatible evaluation function
Pattern Recognition Letters
Combinatorial and statistical methods for part selection for object recognition
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Enhancing Boundary Primitives Using a Multiscale Quadtree Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Learning to Combine Bottom-Up and Top-Down Segmentation
International Journal of Computer Vision
Contour Grouping Based on Contour-Skeleton Duality
International Journal of Computer Vision
Experimental Study of the Usefulness of External Face Features for Face Classification
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Texture Segmentation by Contractive Decomposition and Planar Grouping
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Learning static object segmentation from motion segmentation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
POSIT: Part-based object segmentation without intensive training
Pattern Recognition
Applying Chaotic Particle Swarm Optimization to the Template Matching Problem
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
From Images to Shape Models for Object Detection
International Journal of Computer Vision
Comparison and analysis of segmentation techniques in pattern analysis and machine intelligence
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Delving deeper into the whorl of flower segmentation
Image and Vision Computing
Towards recognition-based variational segmentation using shape priors and dynamic labeling
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Object detection combining recognition and segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Improving motion-based object detection by incorporating object-specific knowledge
International Journal of Intelligent Information and Database Systems
Learning Active Basis Model for Object Detection and Recognition
International Journal of Computer Vision
From region based image representation to object discovery and recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Optimal contour closure by superpixel grouping
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
From a set of shapes to object discovery
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Learning to segment images using region-based perceptual features
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Bottom-up segmentation for ghost-free reconstruction of a dynamic scene from multi-exposure images
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
International Journal of Computer Vision
Inference and Learning with Hierarchical Shape Models
International Journal of Computer Vision
Context, Computation, and Optimal ROC Performance in Hierarchical Models
International Journal of Computer Vision
Multi-scale stacked sequential learning
Pattern Recognition
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
Recursive Compositional Models for Vision: Description and Review of Recent Work
Journal of Mathematical Imaging and Vision
Segmenting highly articulated video objects with weak-prior random forests
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Learning to combine bottom-up and top-down segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
The 2005 PASCAL visual object classes challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Inducing semantic segmentation from an example
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
About implicit and explicit shape representation
Reasoning, Action and Interaction in AI Theories and Systems
The contribution of external features to face recognition
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Object categorization by compositional graphical models
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Accurate Object Recognition with Shape Masks
International Journal of Computer Vision
A statistically selected part-based probabilistic model for object recognition
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Patch-Based texture edges and segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Single-Histogram class models for image segmentation
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Object Recognition by Sequential Figure-Ground Ranking
International Journal of Computer Vision
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
Enhancing contour primitives by pairwise grouping and relaxation
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Hough regions for joining instance localization and segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Shape sharing for object segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection
International Journal of Computer Vision
Multiscale Symmetric Part Detection and Grouping
International Journal of Computer Vision
| Hi-index | 0.00 |
In this paper we present a novel class-based segmentation method, which is guided by a stored representation of the shape of objects within a general class (such as horse images). The approach is different from bottom-up segmentation methods that primarily use the continuity of grey-level, texture, and bounding contours. We show that the method leads to markedly improved segmentation results and can deal with significant variation in shape and varying backgrounds. We discuss the relative merits of class-specific and general image-based segmentation methods and suggest how they can be usefully combined.