Multispectral image processing and pattern recognition / editors, Jun Shen, P.S.P. Wang, Tianxu Zhang.

Format:

Book

Conference/Event

Contributor:

Shen, J. (Jun)

Wang, Patrick S-P. (Patrick Shen-pei)

Zhang, T. (Tianxu)

Society of Photo-Optical Instrumentation Engineers.

Conference Name:

International Symposium on Multispectral Image Processing and Pattern Recognition (1st : 1998 : Wuhan, China)

International Symposium on Multispectral Image Processing and Pattern Recognition.

Series:

Series in machine perception and artificial intelligence ; 44.

Series in machine perception and artificial intelligence ; 44

Language:

English

Subjects (All):

Image processing--Congresses.

Image processing.

Pattern recognition systems--Congresses.

Pattern recognition systems.

Physical Description:

1 online resource (135 p.)

Edition:

1st ed.

Place of Publication:

Singapore ; River Edge, N.J. : World Scientific, c2001.

Language Note:

English

Summary:

Contents: Introduction (J Shen et al.); 3D Articulated Object Understanding, Learning, and Recognition from 2D Images (P S P Wang); On Geometric and Orthogonal Moments (J Shen et al.); Multispectral Image Processing: The Nature Factor (W R Watkins); Detection of Sea Surface Small Targets in Infrared Images Based on Multilevel Filter and Minimum Risk Bayes Test (Y-S Moon et al.); Minimum Description Length Method for Facet Matching (S Maybank & R Fraile); An Integrated Vision System for ALV Navigation (X Ye et al.); Fuzzy Bayesian Networks - A General Formalism for Representation, Inference and

Contents:

CONTENTS; Introduction; 3D Articulated Object Understanding Learning and Recognition from 2D Images; 1. INTRODUCTION; 2. ANALYSIS METHODOLOGIES AND EXPERIMENTS; 3. DISCUSSIONS CONCLUSION AND FUTURE RESEARCH; REFERENCES; On Geometric and Orthogonal Moments; 1. INTRODUCTION; 2. GEOMETRIC LEGENDRE AND HERMITE MOMENTS AND THEIR CALCULATION; 3. COMPARISON OF SPATIAL BEHAVIOR OF GEOMETRIC LEGENDRE AND HERMITE MOMENTS; 4. BEHAVIOR OF GEOMETRIC HERMITE AND LEGENDRE MOMENTS IN FREQUENCY DOMAIN; 5. GAUSSIAN-HERMITE MOMENTS AND ORTHOGONALITY EQUIVALENCE THEOREM; 6. CONCLUDING REMARKS; REFERENCES

Multispectral Image Processing: The Nature Factor1. INTRODUCTION; 2. MULTISPECTRAL IMAGE PROCESSING; 3. IMAGE PROCESSING TOOLS; 4. THE NATURE FACTOR; 5. DEPTH VERSUS MOTION CUES; 6. NAVIGATION; 7. CONCLUSIONS; REFERENCES; Detection of Sea Surface Small Targets in Infrared Images Based on Multilevel Filter and Minimum Risk Bayes Test; 1. INTRODUCTION; 2. ANALYSIS OF TARGET AND BACKGROUND CHARACTERISTICS AND MODELING; 3. MULTILEVEL FILTER FOR TARGET ENHANCEMENT; 4. OPTIMUM THRESHOLD REAL-TIME ESTIMATE AND TARGET DETECTION; 5. EXPERIMENTAL RESULTS AND CONCLUSION; REFERENCES

Minimum Description Length Method for Facet Matching1. INTRODUCTION; 2. MDL FOR A FACET; 3. MODEL FITTING; 4. RESULTS; 5. CONCLUSION; REFERENCES; An Integrated Vision System for ALV Navigation; 1. INTRODUCTION; 2. 2D VISION; 3. 3D VISION; 4. FUSING OF 2D AND 3D INFORMATION; 5. HARDWARE ARCHITECTURE; 6. CONCLUSION; REFERENCES; Fuzzy Bayesian Networks - A General Formalism for Representation Inference and Learning with Hybrid Bayesian Networks; 1. INTRODUCTION; 2. FUZZY BAYESIAN NETWORKS AS APPROXIMATE REPRESENTATION OF HYBRID BAYESIAN NETWORKS

3. A HYBRID JUNCTION TREE INFERENCE ALGORITHM FOR THE FORM-I FUZZY BAYESIAN NETWORKS4. AN AUGMENTED HYBRID JUNCTION TREE INFERENCE ALGORITHM FOR THE FORM-II FUZZY BAYESIAN NETWORKS; 5. SOME THOUGHTS ON LEARNING FUZZY BAYESIAN NETWORKS FROM DATA; 6. CONCLUSION; REFERENCES; Extraction of Bibliography Information Based on Image of Book Cover; 1. INTRODUCTION; 2. PREPROCESSING; 3. COLOR SPACE SEGMENTATION; 4. TEXT REGION EXTRACTION AND CLASSIFICATION; 5. EXPERIMENT AND RESULTS; 6. CONCLUSION AND DISCUSSION; REFERENCES; Radar Target Recognition Based on Parameterized High Resolution Range Profiles

1. INTRODUCTION2. DATA MODEL AND EXTRACTION OF PHRRP'S; 3. GENERALIZED-WEIGHTED-NORMALIZED CORRELATION (GWNC); 4. EXPERIMENTAL RESULTS; 5. CONCLUSIONS; REFERENCES

Notes:

"The papers of this book were selected from those presented at the First International Symposium on Multispectral Image Processing And Pattern Recognition, co-sponsored by SPIE, held on October 21-23, 1998 in Wuhan, China"--Introd.

Includes bibliographical references.

ISBN:

9786611947958

9781281947956

1281947954

9789812797599

9812797599

OCLC:

879023654