A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Perceptual Organization and Curve Partitioning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Axial representations of shape
Computer Vision, Graphics, and Image Processing
Detecting structure by symbolic constructions on tokens
Computer Vision, Graphics, and Image Processing - Special issue on human and machine vission, part II
Describing and recognizing 3-D objects using surface properties
Describing and recognizing 3-D objects using surface properties
Using Perceptual Organization to Extract 3D Structures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Perceptual organization for computer vision
Perceptual organization for computer vision
The diversity of perceptual grouping
Vision, brain, and cooperative computation
USC image understanding research: 1988–89
Proceedings of a workshop on Image understanding workshop
Multi-scale contour matching in a motion sequence
Proceedings of a workshop on Image understanding workshop
Perceptual grouping of curved lines
Proceedings of a workshop on Image understanding workshop
A general framework for parallel distributed processing
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Perceptual Organization and Visual Recognition
Perceptual Organization and Visual Recognition
The Combinatorics of Heuristic Search Termination for Object Recognition in Cluttered Environments
ECCV '90 Proceedings of the First European Conference on Computer Vision
Learning Shape Descriptions: Generating and Generalizing Models of Visual Objects
Learning Shape Descriptions: Generating and Generalizing Models of Visual Objects
Robust and Efficient Detection of Salient Convex Groups
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting straight lines by sequential fuzzy clustering
Pattern Recognition Letters - Special issue on fuzzy set technology in pattern recognition
Image segmentation based on oscillatory correlation
Neural Computation
A Framework for Performance Characterization of Intermediate-Level Grouping Modules
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parametric Model Fitting: From Inlier Characterization to Outlier Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extracting Salient Curves from Images: An Analysis of the Saliency Network
International Journal of Computer Vision
Hierarchical Image Segmentation—Part I: Detection of Regular Curves in a Vector Graph
International Journal of Computer Vision
Quasi-Invariant Parameterisations and Matching of Curves in Images
International Journal of Computer Vision
Part-Based 3D Descriptions of Complex Objects from a Single Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
Embedding Gestalt Laws in Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Performance of Connected Components Grouping
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multidimensional Indexing for Recognizing Visual Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Quasi-Invariant Parameterisations and Their Applications in Computer Vision
Shape, Contour and Grouping in Computer Vision
Design Considerations for Generic Grouping in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
First Order Augmentation to Tensor Voting for Boundary Inference and Multiscale Analysis in 3D
IEEE Transactions on Pattern Analysis and Machine Intelligence
Perceptual-based region extraction from hand drawn sketches
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Combining local belief from low-level primitives for perceptual grouping
Pattern Recognition
The HCM for perceptual image segmentation
Neurocomputing
Aerial tracking of elongated objects in rural environments
Machine Vision and Applications
An automatic system for urban road extraction from satellite and aerial images
WSEAS Transactions on Signal Processing
Contour Grouping Based on Contour-Skeleton Duality
International Journal of Computer Vision
Graph characteristics from the heat kernel trace
Pattern Recognition
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Perceptual grouping using hypercolumnar relaxation phase labeling
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Agglomerative grouping of observations by bounding entropy variation
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
A self-organized network for data clustering
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
| Hi-index | 0.15 |
A data-driven system for segmenting scenes into objects and their components is presented. This segmentation system generates hierarchies of features that correspond to structural elements such as boundaries and surfaces of objects. The technique is based on perceptual organization, implemented as a mechanism for exploiting geometrical regularities in the shapes of objects as projected on images. Edges are recursively grouped on geometrical relationships into a description hierarchy ranging from edges to the visible surfaces of objects. These edge groupings, which are termed collated features, are abstract descriptors encoding structural information. The geometrical relationships employed are quasi-invariant over 2-D projections and are common to structures of most objects. Thus, collations have a high likelihood of corresponding to parts of objects. Collations serve as intermediate and high-level features for various visual processes. Applications of collations to stereo correspondence, object-level segmentation, and shape description are illustrated.