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Record Nr. |
UNINA9911007086103321 |
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Autore |
Sinha P. K (Pradip K.), <1947-> |
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Titolo |
Image acquisition and preprocessing for machine vision systems / / P.K. Sinha |
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Pubbl/distr/stampa |
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Bellingham, Wash., : SPIE Press, c2012 |
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ISBN |
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1-5231-3203-5 |
1-68015-096-0 |
0-8194-8203-X |
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Descrizione fisica |
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1 online resource (750 p.) |
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Collana |
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Disciplina |
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Soggetti |
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Computer vision |
Identification |
Electronic data processing - Data preparation |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Preface -- Acknowledgments -- Acronyms and abbreviations -- Chapter 1. Introduction -- Chapter 2. Human vision -- Chapter 3. Image-forming optics -- Chapter 4. Scene illumination -- Chapter 5. Image sensors -- Chapter 6. Imaging hardware -- Chapter 7. Image formation -- Chapter 8. Camera calibration -- Chapter 9. Gray-level transformation -- Chapter 10. Spatial transformation -- Chapter 11. Spatial filtering -- Chapter 12. Discrete Fourier transform -- Chapter 13. Spatial frequency filters -- Chapter 14. Review of image parameters -- Appendices -- Index. |
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Sommario/riassunto |
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This book provides a combination of the operational details of imaging hardware and analytical theories of low-level image processing functions. By a blend of optics, stage lighting, and framegrabber descriptions, and detailed theories of CCD and CMOS image sensors, image formation, and camera calibration, the image acquisition part of the book provides a comprehensive reference text for image acquisition. The pre-processing part brings together a wide range of enhancement and filtering kernels and imaging functions through well-structured analytical bases. With unified coverage of image acquisition modules and pre-processing functions, this book bridges the gaps |
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