Emerging Topics in Computer Vision
The state-of-the art in computer vision: theory, applications, and programming Whether you're a working engineer, developer, researcher, or student, this is your single authoritative source for today's key computer vision innovations. Gerard Medioni and Sing Bing Kang present advances in c...
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| Otros Autores: | , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified]
Prentice Hall PTR
2004
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| Edición: | 1st edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627000606719 |
| Sumario: | The state-of-the art in computer vision: theory, applications, and programming Whether you're a working engineer, developer, researcher, or student, this is your single authoritative source for today's key computer vision innovations. Gerard Medioni and Sing Bing Kang present advances in computer vision such as camera calibration, multi-view geometry, and face detection, and introduce important new topics such as vision for special effects and the tensor voting framework. They begin with the fundamentals, cover select applications in detail, and introduce two popular approaches to computer vision programming. Camera calibration using 3D objects, 2D planes, 1D lines, and self-calibration Extracting camera motion and scene structure from image sequences Robust regression for model fitting using M-estimators, RANSAC, and Hough transforms Image-based lighting for illuminating scenes and objects with real-world light images Content-based image retrieval, covering queries, representation, indexing, search, learning, and more Face detection, alignment, and recognition--with new solutions for key challenges Perceptual interfaces for integrating vision, speech, and haptic modalities Development with the Open Source Computer Vision Library (OpenCV) The new SAI framework and patterns for architecting computer vision applications |
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| Notas: | Bibliographic Level Mode of Issuance: Monograph |
| Descripción Física: | 1 online resource (xix, 661 p. ) ill. ; + 2 CD-ROMS (4 3/4 in.) Available also in a print edition |
| Bibliografía: | Includes bibliographical references and index. |
