This volume constitutes the proceedings of the 5thInternational Conference on Computer Analysis of Images andPatterns (CAIP'93), held in Budapest, Hungary, in September1993.Formerly, the events in this biennial conference series werethought as a forum where East European researchers andprofessionals from academia and industry had an opportunityto discuss their results and ideas with Western colleaguesactive in image processing and pattern recognition. Now,CAIP'93 has a much more international scope, and in thefuture these conferences will not any longertake place onlyin East European…mehr
This volume constitutes the proceedings of the 5thInternational Conference on Computer Analysis of Images andPatterns (CAIP'93), held in Budapest, Hungary, in September1993.Formerly, the events in this biennial conference series werethought as a forum where East European researchers andprofessionals from academia and industry had an opportunityto discuss their results and ideas with Western colleaguesactive in image processing and pattern recognition. Now,CAIP'93 has a much more international scope, and in thefuture these conferences will not any longertake place onlyin East European countries, but roam throughout wholeEurope.Besides invited talks by Belikova, Gimel'farb, Haralick andRoska, the volume contains 114 contributions, eitherpresented as lectures or posters and carefully selected by ahighly competent international program committee from atotal of some 230 submissions; thus the book gives athorough survey on recent research results and theirapplications in image processing and pattern recognition.The proceedings is organized in 20 sections, for example onimage data structures, image processing, edges and contours,Hough transforms and related methods, shape, motion, 3-Dvision, character recognition and document processing,biomedical applications, industrial applications, and neuralnetworks.
Artikelnr. des Verlages: 10083149, 978-3-540-57233-6
1993.
Seitenzahl: 884
Erscheinungstermin: 30. August 1993
Englisch
Abmessung: 235mm x 155mm x 48mm
Gewicht: 1092g
ISBN-13: 9783540572336
ISBN-10: 3540572333
Artikelnr.: 09244007
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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
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
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