TY - BOOK AU - Szeliski,Richard TI - Computer vision: algorithms and applications T2 - Texts in computer science SN - 9781848829343 (hbk.) AV - TA1634 .S97 2011 U1 - 006.37 22 PY - 2011/// CY - London, New York PB - Springer KW - Computer vision KW - Image processing KW - Computer algorithms KW - Bildverarbeitung KW - swd KW - Maschinelles Sehen N1 - Includes bibliographical references (p. [691]-792) and index; TOC; Introduction. What is computer vision? ;A brief history ;Book overview ;Sample syllabus ;Notation -- Image formation. Geometric primitives and transformations ;Photometric image formation ;The digital camera -- Image processing. Point operators ;Linear filtering ;More neighborhood operators ;Fourier transforms ;Pyramids and wavelets ;Geometric transformations ;Global optimization -- Feature detection and matching. Points and patches ;Edges ;Lines -- Segmentation. Active contours ;Split and merge ;Mean shift and mode finding ;Normalized cuts ;Graph cuts and energy-based methods -- Feature-based alignment. 2D and 3D feature-based alignment ;Pose estimation ;Geometric intrinsic calibration -- Structure from motion. Triangulation ;Two-frame structure from motion ;Factorization ;Bundle adjustment ;Constrained structure and motion -- Dense motion estimation. Translational alignment ;Parametric motion ;Spline-based motion ;Optical flow ;Layered motion -- Image stitching. Motion models ;Global alignment ;Compositing -- Computational photography. Photometric calibration ;High dynamic range imaging ;Super-resolution and blur removal ;Image matting and compositing ;Texture analysis and synthesis -- Stereo correspondence. Epipolar geometry ;Sparse correspondence ;Dense correspondence ;Local methods ;Global optimization ;Multi-view stereo -- 3D reconstruction. Shape from X ;Active rangefinding ;Surface representations ;Point-base representations ;Volumetric representations ;Model-based reconstruction ;Recovering texture maps and albedos -- Image-based rendering. View interpolation ;Layered depth images ;Light fields and Lumigraphs ;Environment mattes ;Video-base rendering -- Recognition. Object detection ;Face recognition ;Instance recognition ;Category recognition ;Context and scene understanding ;Recognition databases and test sets; CSE; CSE UR - https://www.worldcat.org/title/computer-vision-algorithms-and-applications/oclc/845585642&referer=brief_results UR - http://lib.ewubd.edu/ebook/8601 ER -