Pdf [Concise Computer Vision] Þ Reinhard Klette

And the key concepts for mapping an image into an image; xplains the topologic and geometric basics for analysing image regions and distributions of image values and discusses identifying in an image; introduces optic flow for representing

dense motion and 
motion and topics in sparse motion analysis as detection and descriptor definition and feature tracking using the Kalman filter; describes special approaches for image binarization and segmentation of still images or video frames; xamines the three basic components of a computer vision system namely camera geometry and photometry Many textbooks on computer vision can be unwieldy and intimidating In Their Coverage Of This their coverage of this discipline This textbook addresses the need for a concise overview of the fundamentals of this fieldConcise Computer Vision provides an accessible general introduction to the ssential topics in computer vision highlighting the role of important algorithms and mathematical introduction to the ssential topics in computer vision highlighting the role of algorithms and mathematical Classroom tested programming xercises and review uestions are also supplied at the nd of chapterTopics and features provides an introduction to the basic notation and mathematical concepts for describing an image. ,

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Oordinate systems and camera calibration; different techniues For Vision Based 3D Shape based 3D shape including the use of structured lighting stereo vision and shading based shape understanding; includes a discussion of stereo matchers and the phase congruency model for image features; presents an introduction into classification and learning with a detailed description of basic AdaBoost and the use of random forestsThis concise and asy to read textbookreference "is ideal for an introductory course at third "ideal for an introductory course at third fourth year level in an undergraduate computer science or ngineering programme. .
Concise Computer Vision