Buch


Handbook of Image Processing and Computer Vision

Handbook of Image Processing and Computer Vision

-Volume 2: From Image to Pattern-

Arcangelo Distante; Cosimo Distante

 

213,99 EUR
Lieferzeit 12-13 Tage



213,99 EUR
Lieferzeit 12-13 Tage



Produktinformation
Leseprobe


Übersicht


Verlag : Springer International Publishing
Sprache : Englisch
Erschienen : 30. 05. 2020
Seiten : 454
Einband : Gebunden
Höhe : 235 mm
Breite : 155 mm
ISBN : 9783030423735
Sprache : Englisch

Du und »Handbook of Image Processing and Computer Vision«




Stichworte aus dem enthaltenen Werk


Stichworte im VLB : Image Processing, Computer Vision and Image Recognition, Image Formation, Radiometry, Color, Digital Imaging and Data Structures, Image Representation, Feature Extraction, Filtering, Linear Transforms, Geometric Transformations, Image Enhancement, Restoration and Denoising, Image Segmentation, Keypoint Detectors, Neural Networks, Convolutional Neural Networks, 3D and Stereo Vision, Reconstruction, Texture, Shape and Motion Analysis, Camera Calibration


Produktinformation


Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all aspects of the sensory subsystem required by an intelligent system to perceive the environment and act autonomously. Volume 2 (From Image to Pattern) examines image transforms, image restoration, and image segmentation.Topics and features: describes the fundamental processes in the field of artificial vision that enable the formation of digital images from light energy; covers light propagation, color perception, optical systems, and the analog-to-digital conversion of the signal; discusses the information recorded in a digital image, and the image processing algorithms that can improve the visual qualities of the image; reviews boundary extraction algorithms, key linear and geometric transformations, and techniques for image restoration; presents a selection of different image segmentation algorithms, and of widely-used algorithms for the automatic detection of points of interest; examines important algorithms for object recognition, texture analysis, 3D reconstruction, motion analysis, and camera calibration; provides an introduction to four significant types of neural network, namely RBF, SOM, Hopfield, and deep neural networks.This all-encompassing survey offers a complete reference for all students, researchers, and practitioners involved in developing intelligent machine vision systems. The work is also an invaluable resource for professionals within the IT/software and electronics industries involved in machine vision, imaging, and artificial intelligence.

Leseprobe





Deine Buchhandlung


Buchhandlung LeseLust
Inh. Gernod Siering

Georgenstraße 2
99817 Eisenach

03691/733822
kontakt@leselust-eisenach.de

Montag-Freitag 9-17 Uhr
Sonnabend 10-14 Uhr



Deine Buchhandlung
Buchhandlung LeseLust
Inh. Gernod Siering

Georgenstraße 2
99817 Eisenach

03691/733822
kontakt@leselust-eisenach.de

Montag-Freitag 9-17 Uhr
Sonnabend 10-14 Uhr