Smart Camera Design [electronic resource] : Algorithms, Architectures, and Art / by Marilyn Wolf.
By: Wolf, Marilyn [author.].
Contributor(s): SpringerLink (Online service).
Material type: BookPublisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: XII, 226 p. 158 illus., 39 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319695235.Subject(s): Electronic circuits | Signal processing | Microprocessors | Computer architecture | Electronic Circuits and Systems | Signal, Speech and Image Processing | Processor ArchitecturesAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 621.3815 Online resources: Click here to access onlineDigital Photography -- Light, Optics, and Imaging -- Image Capture Systems and Algorithms -- Image and Video Enhancement -- Image and Video Analysis -- Photography and Cinematography.
This book describes the algorithms and computer architectures used to create and analyze photographs in modern digital cameras. It also puts the capabilities of digital cameras into context for applications in art, entertainment, and video analysis. The author discusses the entire range of topics relevant to digital camera design, including image processing, computer vision, image sensors, system-on-chip, and optics, while clearly describing the interactions between design decisions at these different levels of abstraction. Readers will benefit from this comprehensive view of digital camera design, describing the range of algorithms used to compose, enhance, and analyze images, as well as the characteristics of optics, image sensors, and computing platforms that determine the physical limits of image capture and computing. The content is designed to be used by algorithm designers and does not require an extensive background in optics or electronics. Presents the full range of modern digital camera algorithms: image capture, enhancement, and analysis; Analyzes the interactions between algorithm design, sensor and optics characteristics, and computational capabilities; Provides a unified view of image and video capture and analysis in modern cameras, given that the traditional distinction between still and moving image cameras has largely disappeared.
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