Digital Video Processing (Prentice Hall Signal Processing)

Digital Video Processing (Prentice Hall Signal Processing)

<P style="MARGIN: 0px">Over the years, thousands of engineering students and professionals relied on <I>Digital Video Processing</I> as the definitive, in-depth guide to digital image and video processing technology. Now, Dr. A. Murat Tekalp has completely revamped the first edition to reflect today’s technologies, techniques, algorithms, and trends.</P> <P style="MARGIN: 0px"> </P> <P style="MARGIN: 0px"> <B> <I> <B>Digital Video Processing, Second Edition,</B> </I> </B> reflects important advances in image processing, computer vision, and video compression, including new applications such as digital cinema, ultra-high-resolution video, and 3D video.</P> <P style="MARGIN: 0px"> </P> <P style="MARGIN: 0px">This edition offers rigorous, comprehensive, balanced, and quantitative coverage of image filtering, motion estimation, tracking, segmentation, video filtering, and compression. Now organized and presented as a true tutorial, it contains updated problem sets and new MATLAB projects in every chapter.</P> <P style="MARGIN: 0px"> </P> <P style="MARGIN: 0px">Coverage includes</P> <UL> <LI> <DIV style="MARGIN: 0px">Multi-dimensional signals/systems: transforms, sampling, and lattice conversion</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Digital images and video: human vision, analog/digital video, and video quality</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Motion estimation: image formation; motion models; differential, matching, optimization, and transform-domain methods; and 3D motion and shape estimation</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Video segmentation: color and motion segmentation, change detection, shot boundary detection, video matting, video tracking, and performance evaluation</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Multi-frame filtering: motion-compensated filtering, multi-frame standards conversion, multi-frame noise filtering, restoration, and super-resolution</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Image compression: lossless compression, JPEG, wavelets, and JPEG2000</DIV> </LI> <LI> <DIV style="MARGIN: 0px">Video compression: early standards, ITU-T H.264/MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo/multi-view approaches</DIV> </LI> </UL>