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Emerging trends in image processing, computer vision, and pattern recognition /
This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new appli...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; Waltham, MA :
Elsevier/Morgan Kaufmann,
[2015]
|
| Colección: | Emerging trends in computer science & applied computing.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Emerging trends in image processing, computer vision, and pattern recognition / |c edited by Leonidas Deligiannidis, Hamid R. Arabnia. |
| 264 | 1 | |a Amsterdam ; |a Waltham, MA : |b Elsevier/Morgan Kaufmann, |c [2015] | |
| 264 | 4 | |c �2015 | |
| 300 | |a 1 online resource (xxxv, 609 pages) : |b illustrations (some color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Emerging trends in computer science and applied computing | |
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Online resource; title from PDF title page (EBSCO, viewed December 23, 2014). | |
| 520 | |a This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new applications, editors, Deligiannidis and Arabnia cover: perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation; application techniques in computer vision; pattern recognition algorithms including, but not limited to; supervised and unsupervised classification algorithms, ensemble learning algorithms, and parsing algorithms; how to use image processing and visualization to analyze big data. -- |c Edited summary from book. | ||
| 650 | 0 | |a Image processing |x Digital techniques. | |
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Optical pattern recognition. | |
| 650 | 6 | |a Traitement d'images |x Techniques num�eriques. |0 (CaQQLa)201-0118646 | |
| 650 | 6 | |a Vision par ordinateur. |0 (CaQQLa)201-0074889 | |
| 650 | 6 | |a Reconnaissance optique des formes (Informatique) |0 (CaQQLa)201-0068806 | |
| 650 | 7 | |a digital imaging. |2 aat |0 (CStmoGRI)aat300237903 | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Computer vision |2 fast |0 (OCoLC)fst00872687 | |
| 650 | 7 | |a Image processing |x Digital techniques |2 fast |0 (OCoLC)fst00967508 | |
| 650 | 7 | |a Optical pattern recognition |2 fast |0 (OCoLC)fst01046784 | |
| 700 | 1 | |a Deligiannidis, Leonidas, |e editor. | |
| 700 | 1 | |a Arabnia, Hamid, |e editor. | |
| 776 | 0 | 8 | |i Print version: |t Emerging trends in image processing, computer vision, and pattern recognition. |d Amsterdam ; Waltham, MA : Elsevier/Morgan Kaufmann, [2015] |z 0128020458 |z 9780128020456 |w (OCoLC)891121636 |
| 830 | 0 | |a Emerging trends in computer science & applied computing. | |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9780128020456 |z Texto completo |