<p>For the third time the Italian Group on Pattern Recogni tion has organized an International Conference on Image Analysis and Processing (lAP) gathering together the most active groups working in this area in our country. The first International Conference lAP was held in Pavia (1980) and the seco
Image Analysis and Processing II
β Scribed by J. Serra (auth.), V. Cantoni, V. Di GesΓΉ, S. Levialdi (eds.)
- Publisher
- Springer US
- Year
- 1988
- Tongue
- English
- Leaves
- 505
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This book contains the proceedings of the 4th International Conference on Data Analysis and Processing held in Cefalu' (Palermo, ITALY) on September 23-25 1987. The aim of this Conference, now at its fourth edition, was to give a general view of the actual research in the area of methods and systems for achieving artificial vision as well as to have an up-dated information of the current activity in Europe. A number of invited speakers presented overviews of statistical classification problems and methods, non conventional archiΒ tectures, mathematical morphology, robotic vision, analysis of range images in vision systems, pattern matching algorithms and astronomical data processing. Finally a survey of the discussion on the contribution of AI to Image Analysis is given. The papers presented at the Conference have been subdivided in four sections: knowledge based approaches, basic pattern recognition tools, multi features system based solutions, image analysis-applications. We must thank the IBM-Italia and the Digital Equipment CorpoΒ ration for sponsoring this Conference. We feel that the days spent at Cefalu' were an important step toward the mutual exchange of scientific information within the image processing community. v. Cantoni Pavia University V. Di Gesu' Palermo University S. Levialdi Rome University v CONTENTS INVITED LECTURES . β’ β’ β’ β’ . β’ β’ β’ 3 Morphological Optics.
β¦ Table of Contents
Front Matter....Pages i-x
Front Matter....Pages 1-1
Morphological Optics....Pages 3-18
Image Processing Architectures....Pages 19-30
Robotic Vision....Pages 31-39
Understanding Unconventional Images....Pages 41-55
Statistical Pattern Recognition: The State of the Art....Pages 57-66
Pattern Matching in Strings....Pages 67-79
Image Analysis Problems in Astronomy....Pages 81-94
A Panel on: Pattern Recognition and Image Processing with or without Intelligence?....Pages 95-98
Front Matter....Pages 99-99
A Knowledge Based Approach to Industrial Scenes Analysis: Shadows and Reflexes Detection....Pages 101-110
An Approach to Random Images Analysis....Pages 111-118
Description-Based Image Interpretation as a Tool for Heuristic Inference: A Geological Application....Pages 119-127
The Fur Project: Understanding Functional Reasoning....Pages 129-135
A Knowledge Based Approach for Image Understanding....Pages 137-145
A Dynamic Programming Approach to Knowledge Based Contour Segmentation....Pages 147-156
Learning from Examples in Computervision: Preliminary Statements....Pages 157-163
Automatic Training in Statistical Pattern Recognition....Pages 165-172
A New Knowledge Driven, Omnifont, Multiline OCR Process....Pages 173-180
Front Matter....Pages 181-181
Optimal Convex Set Included in a Binary Figure....Pages 183-190
A New Concept for Binary Images: The Kernel....Pages 191-196
Graph Environment from Medial Axis for Shape Manipulation....Pages 197-204
Front Matter....Pages 181-181
Weighted Distance Transforms: A Characterization....Pages 205-211
Distance Transformations in Hexagonal Grids....Pages 213-220
Optimization of the Generalized Hough Transform....Pages 221-228
Synaptic Patterns for Straight Line Segment Detection....Pages 229-236
The Measurement of Binocular Disparity....Pages 237-244
Point Pattern Matching and Corner Finding For Line Drawings....Pages 245-252
Photometric Approach to Tracking of Moving Objects....Pages 253-260
A Fast Algorithm For Moment Invariants Generation....Pages 261-268
Model Generation from Images....Pages 269-276
A Triangle Based Data Structure For Multiresolution Surface Representation....Pages 277-285
Algorithmic Information of Images....Pages 287-293
Effects of Heterogeneity of Variance on the Probability of Correctly Identifying the Best Normal Population....Pages 295-301
Front Matter....Pages 303-303
Integrating Disparity Measurements Over Space and Spatial-Frequency....Pages 305-312
Improving Boundary Contour Matching Using Viewing Transforms....Pages 313-320
3-D Range Estimation From the Focus Sharpness of Edges....Pages 321-328
Object Recognition and Location by a Bottom-Up Approach....Pages 329-336
The Dynamic Pyramid a Model for the Motion Analysis with Controlled Continuity....Pages 337-344
Combining Laplacian-Pyramid Zero-Crossings: From Theory to Applications to Image Segmentation....Pages 345-352
A Parallel Pyramidal Algorithm to Determine Curve Orientation....Pages 353-360
Parallel Image Processing in a CSP-Environment: Performance Evaluation....Pages 361-368
Front Matter....Pages 303-303
Image Restoration by Fast Local Convolution....Pages 369-376
A Cost-Effective Architecture for Vision....Pages 377-384
Hierarchial Specification Image Data Types and Level Language....Pages 385-395
Geometric Transformations of Raster Images on SIMD Processors....Pages 397-404
A Pictorial and Textual IR Environment based on Image Description....Pages 405-413
Front Matter....Pages 415-415
A Low Cost 3-D Vision System for Robotic Assembly....Pages 417-423
Determination of Egomotion and Environmental Layout from Noisy Time-Varing Image Velocity in Monocular Image Sequences....Pages 425-432
Heuristic Description of Spatial and Temporal Behaviour of Rain Patterns Using Simple Physical Model....Pages 433-441
A Framework for Region Characterization in Remote Sensing Images by FractalβBased Approach....Pages 443-451
Issues in The Integration of Spatially-Distributed Data Ancillary to Remotely Sensed Images....Pages 453-464
Reconstruction and Representation OF 3-D Surfaces from Geophysical Data....Pages 465-473
Hipparcos Project: Imaging Approach to Multiple Star Recognition....Pages 475-482
Segmenting Positron Emission Tomography (PET) Imagery....Pages 483-492
Design and Testing of a Classification System which Recognizes Coronary Stenosis by Site and Relative Severity, Using Myocardial Tl-201 Scintigrams....Pages 493-500
Automatic Interpretation of Digital Autoradiograph of DNA Sequencing Gels....Pages 501-509
Supporting Diagnosis and Surgical Planning by Analysis and 3D Display of Volume Images....Pages 511-518
Back Matter....Pages 519-520
β¦ Subjects
Computer Science, general
π SIMILAR VOLUMES
<p><span>Computer Vision and Image Analysis</span><span>, focuses on techniques and methods for image analysis and their use in the development of computer vison applications. The field is advancing at an ever increasing pace, with applications ranging from medical diagnostics to space exploration.
Powerful techniques have been developed in recent years for the analysis of digital data, especially the manipulation of images. This book provides an in-depth introduction to a range of these innovative, avant-garde data-processing techniques. It develops the reader's understanding of each techniqu
<p>This book results from a Workshop on Multiresolution Image Processing and Analysis, held in Leesburg, VA on July 19-21, 1982. It contains updated verΒ sions of most of the papers that were presented at the Workshop, as well as new material added by the authors. Four of the presented papers were n
This volume does much more than survey modern advanced color processing. Starting with a historical perspective on ways we have classified color, it sets out the latest numerical techniques for analyzing and processing colors, the leading edge in our search to accurately record and print what we see