Model-based visual tracking [electronic resource] : the OpenTL framework / Giorgio Panin.

Format:

Book

Author/Creator:

Panin, Giorgio, 1974-

Language:

English

Subjects (All):

Automatic tracking--Mathematics.

Automatic tracking.

Computer vision--Mathematical models.

Computer vision.

Three-dimensional imaging--Mathematics.

Three-dimensional imaging.

Physical Description:

1 online resource (320 p.)

Place of Publication:

Hoboken, N.J. : Wiley, c2011.

Language Note:

English

Summary:

This book has two main goals: to provide a unifed and structured overview of this growing field, as well as to propose a corresponding software framework, the OpenTL library, developed by the author and his working group at TUM-Informatik. The main objective of this work is to show, how most real-world application scenarios can be naturally cast into a common description vocabulary, and therefore implemented and tested in a fully modular and scalable way, through the defnition of a layered, object-oriented software architecture.The resulting architecture covers in a seamless way all processi

Contents:

MODEL-BASED VISUALTRACKING: The OpenTL Framework; CONTENTS; PREFACE; CHAPTER 1: INTRODUCTION; CHAPTER 2: MODEL REPRESENTATION; CHAPTER 3: THE VISUAL MODALITY ABSTRACTION; CHAPTER 4: EXAMPLES OF VISUAL MODALITIES; CHAPTER 5: RECURSIVE STATE-SPACE ESTIMATION; CHAPTER 6: EXAMPLES OF TARGET DETECTORS; CHAPTER 7: BUILDING APPLICATIONS WITH OpenTL; APPENDIX A: POSE ESTIMATION; APPENDIX B: POSE REPRESENTATION; NOMENCLATURE; BIBLIOGRAPHY; INDEX; Color plates

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-283-02573-6

9786613025739

1-118-00213-X

0-470-94392-0

0-470-94391-2

OCLC:

705538655