| Titre : | Digital Image Processing and Analysis : human and computer vision applications with CVIPtools | | Type de document : | texte imprimé | | Auteurs : | Scott E. Umbaugh, Auteur | | Mention d'édition : | 2nd. ed. | | Editeur : | Boca Raton; London; New York : CRC Press/Taylor & Françis Group | | Année de publication : | 2011 | | Collection : | Electrical Engineering | | Importance : | 955 p. | | Présentation : | couv. ill. en coul., ill. | | Format : | 26 cm. | | ISBN/ISSN/EAN : | 978-1-439-80205-2 | | Langues : | Anglais (eng) | | Catégories : | AUTOMATISME
| | Index. décimale : | 25-05 Application du traitement numérique du signal | | Résumé : | Whether for computer evaluation of otherworldly terrain or the latest high definition 3D blockbuster, digital image processing involves the acquisition, analysis, and processing of visual information by computer and requires a unique skill set that has yet to be defined a single text. Until now.
Taking an applications-oriented, engineering approach, Digital Image Processing and Analysis provides the tools for developing and advancing computer and human vision applications and brings image processing and analysis together into a unified framework.
Providing information and background in a logical, as-needed fashion, the author presents topics as they become necessary for understanding the practical imaging model under study. He offers a conceptual presentation of the material for a solid understanding of complex topics and discusses the theory and foundations of digital image processing and the algorithm development needed to advance the field.
the book includes two new software tools, the Computer Vision and Image Processing Algorithm Test and Analysis Tool (CVIP-ATAT) and the CVIP Feature Extraction and Pattern Classification Tool (CVIP-FEPC).
Divided into five major sections, this book provides the concepts and models required to analyze digital images and develop computer vision and human consumption applications as well as all the necessary information to use the CVIPtools environment for algorithm development, making it an ideal reference tool for this fast growing field. | | Note de contenu : | Contents:
Section I: Introduction to Digital Image Processing and Analysis
2. Computer Imaging Systems
Section II: Digital Image Analysis and Computer Vision
3. Introduction to Digital Image Analysis
4. Segmentation and Edge/Line Detection
5. Discrete Transforms
6. Feature Analysis and Pattern Classification
Section III: Digital Image Processing and Human Vision
7. Digital Image Processing and Visual Perception
8. Image Enhancement
9. Image Restoration and Reconstruction
10. Image Compression
Section IV: Programming and Application Development with CVIPtools
11. CVIPlab
12. Application Development
13. CVIPtools C® Function Libraries
Section V: Appendices |
Digital Image Processing and Analysis : human and computer vision applications with CVIPtools [texte imprimé] / Scott E. Umbaugh, Auteur . - 2nd. ed. . - Boca Raton; London; New York : CRC Press/Taylor & Françis Group, 2011 . - 955 p. : couv. ill. en coul., ill. ; 26 cm.. - ( Electrical Engineering) . ISBN : 978-1-439-80205-2 Langues : Anglais ( eng) | Catégories : | AUTOMATISME
| | Index. décimale : | 25-05 Application du traitement numérique du signal | | Résumé : | Whether for computer evaluation of otherworldly terrain or the latest high definition 3D blockbuster, digital image processing involves the acquisition, analysis, and processing of visual information by computer and requires a unique skill set that has yet to be defined a single text. Until now.
Taking an applications-oriented, engineering approach, Digital Image Processing and Analysis provides the tools for developing and advancing computer and human vision applications and brings image processing and analysis together into a unified framework.
Providing information and background in a logical, as-needed fashion, the author presents topics as they become necessary for understanding the practical imaging model under study. He offers a conceptual presentation of the material for a solid understanding of complex topics and discusses the theory and foundations of digital image processing and the algorithm development needed to advance the field.
the book includes two new software tools, the Computer Vision and Image Processing Algorithm Test and Analysis Tool (CVIP-ATAT) and the CVIP Feature Extraction and Pattern Classification Tool (CVIP-FEPC).
Divided into five major sections, this book provides the concepts and models required to analyze digital images and develop computer vision and human consumption applications as well as all the necessary information to use the CVIPtools environment for algorithm development, making it an ideal reference tool for this fast growing field. | | Note de contenu : | Contents:
Section I: Introduction to Digital Image Processing and Analysis
2. Computer Imaging Systems
Section II: Digital Image Analysis and Computer Vision
3. Introduction to Digital Image Analysis
4. Segmentation and Edge/Line Detection
5. Discrete Transforms
6. Feature Analysis and Pattern Classification
Section III: Digital Image Processing and Human Vision
7. Digital Image Processing and Visual Perception
8. Image Enhancement
9. Image Restoration and Reconstruction
10. Image Compression
Section IV: Programming and Application Development with CVIPtools
11. CVIPlab
12. Application Development
13. CVIPtools C® Function Libraries
Section V: Appendices |
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Digital Image Processing and Analysis / Scott E. Umbaugh
