Computer Analysis of Images and Patterns - Chetverikov
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This volume constitutes the proceedings of the 5th International Conference on Computer Analysis of Images and Patterns (CAIP'93), held in Budapest, Hungary, in September (1993.) Formerly, the events in this biennial conference series were thought as a forum where East European researchers and professionals from academia and industry had an opportunity to discuss their results and ideas with Western colleagues active in image processing and pattern recognition. Now, CAIP'93 has a much more international scope, and in the future these conferences will not any longertake place only in East…mehr

Produktbeschreibung
This volume constitutes the proceedings of the 5th International Conference on Computer Analysis of Images and Patterns (CAIP'93), held in Budapest, Hungary, in September (1993.) Formerly, the events in this biennial conference series were thought as a forum where East European researchers and professionals from academia and industry had an opportunity to discuss their results and ideas with Western colleagues active in image processing and pattern recognition. Now, CAIP'93 has a much more international scope, and in the future these conferences will not any longertake place only in East European countries, but roam throughout whole (Europe.) Besides invited talks by Belikova, Gimel'farb, Haralick and Roska, the volume contains 114 contributions, either presented as lectures or posters and carefully selected by a highly competent international program committee from a total of some 230 submissions; thus the book gives a thorough survey on recent research results and their applications in image processing and pattern recognition.

The proceedings is organized in 20 sections, for example on image data structures, image processing, edges and contours, Hough transforms and related methods, shape, motion, 3-D vision, character recognition and document processing, biomedical applications, industrial applications, and neural (networks.)
  • Produktdetails
  • Lecture Notes in Computer Science
  • Verlag: Springer, Berlin
  • Artikelnr. des Verlages: 10083149
  • 1993
  • Seitenzahl: 884
  • Erscheinungstermin: 30. August 1993
  • Englisch
  • Abmessung: 235mm x 155mm x 46mm
  • Gewicht: 1092g
  • ISBN-13: 9783540572336
  • ISBN-10: 3540572333
  • Artikelnr.: 09244007
Inhaltsangabe
Performance characterization in computer vision.- Low-level computational mono and stereo vision: A Bayesian approach.- Topographic structure of image.- The dual irregular pyramid.- Analytical results on the Quadtree storage-requirements.- From pyramids to quadtrees: Approximation of heterogeneous surfaces by fixing complexity.- Calculation and estimation of sample statistics of binary images using quadtree data representations.- Temporal speckle reduction for feature extraction in ultrasound images.- Noise effects in statistical subpixel pattern recognition.- Fast iterative reconstruction of band-limited images from non-uniform sampling values.- Anisotropic filtering of MRI data based upon image gradient histogram.- Fast discrete cosine transform approximation for JPEG image compression.- Error diffusion in Block Truncation Coding.- On a bound on signal-to-noise ratio in subband coding of Gaussian image process.- A linear predictor as a regularization function in adaptive image restoration and reconstruction.- Inversion of convolution by small kernels.- A model-based image quantization technique for supervised image recognition.- Brightness-contrast diffusion and the grouping of missing angles.- Rotation invariance in edge detection.- Using eigenvectors of a vector field for deriving a second directional derivative operator for color images.- Crest lines detection in grey level images: Studies of different approaches and proposition of a new one.- Contour Detection using the shape of the nearest neighbors Set (NN-Set).- A comparative study of performance for noisy roof edge detection.- A Hough-like prediction/correction approach for ellipse detection.- Fourier parameterization provide uniform bounded Hough Space.- Motion estimation and the Randomized Hough Transform (RHT): New methods with gradient information.- Circle extraction via least squares and the Kalman filter.- A multiresolution shape description algorithm.- Image coding by morphological skeleton transformation.- A non-linear shape abstraction technique.- Minimum-space time-optimal convex hull algorithms (preliminary report).- Detecting corners of polygonal and polyhedral objects.- A fast algorithm for dominant point detection on chain-coded contours.- Shapes and metrics.- Simplified technique of structure extraction from textural images.- Adaptive pyramid approach to texture segmentation.- Markov random fields with short- and long-range interaction for modelling gray-scale textured images.- Texture recognition by the q-th order fractal analysis.- A proximity measure of line drawings for comparison of chemical compounds.- Jigsaw puzzle solving using approximate string matching and best-first search.- A morphological approach to the generalised 2-stage stock-cutting problem.- Primitive and compound patterns.- A similarity measure between 3-D objects and its parallel computation.- Automated learning of rules using genetic operators.- Symbolic and iconic information combination for satellite imagery interpretation.- Multi-class classification and symbolic cognitive processing with ALISA.- Computing image flow using a coarse-to-fine strategy for spatiotemporal filters.- Visual motion estimation from image contour tracking.- Robust recovery of ego-motion.- A temporal smoothing technique for real-time motion detection.- Combined evaluation of motion and disparity vector fields for stereoscopic sequence coding.- Recovering translational motion parameters from image sequences using Randomized Hough Transform.- Estimating optical flow for large interframe displacements.- Surface discontinuities in range images.- Algorithms for shape from shading, lighting direction and motion.- Separating diffuse and specular component of image irradiance by translating a camera.- Necessary and sufficient conditions for a unique solution of plane motion and structure.- Photometric stereo for non-lambertian surfaces using color information.- Active fixation for junction classification.- Poin