Selection of image primitives for general-purpose visual processing
Computer Vision, Graphics, and Image Processing - Special issue on human and machine vission, part II
A computational approach to edge detection
Readings in computer vision: issues, problems, principles, and paradigms
Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three-dimensional alpha shapes
VVS '92 Proceedings of the 1992 workshop on Volume visualization
International Journal of Computer Vision - Special issue on computer vision research at NEC Research Institute
Digital Image Processing
Contour Continuity in Region Based Image Segmentation
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Vectorized image segmentation via trixel agglomeration
Pattern Recognition
The flow complex: A data structure for geometric modeling
Computational Geometry: Theory and Applications
Learning Probabilistic Models for Contour Completion in Natural Images
International Journal of Computer Vision
Multiscale Categorical Object Recognition Using Contour Fragments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation using topological persistence
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Provably correct edgel linking and subpixel boundary reconstruction
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Topologically correct image segmentation using alpha shapes
DGCI'06 Proceedings of the 13th international conference on Discrete Geometry for Computer Imagery
Multiscale image segmentation by integrated edge and region detection
IEEE Transactions on Image Processing
Hybrid image segmentation using watersheds and fast region merging
IEEE Transactions on Image Processing
Hi-index | 0.00 |
Edge detection produces a set of points that are likely to lie on discontinuities between objects within an image. We consider faces of the Gabriel graph of these points, a sub-graph of the Delaunay triangulation. Features are extracted by merging these faces using size, shape and color cues. We measure regional properties of faces using a novel shapeadaptive sampling method that overcomes undesirable sampling bias of the Delaunay triangles. Instead, sampling is biased so as to smooth regional statistics within the detected object boundaries, and this smoothing adapts to local geometric features of the shape such as curvature, thickness and straightness. We further identify within the Gabriel graph regions having uniform thickness and orientation which are grouped into directional features for subsequent hierarchical region merging.