Digital Video Processing (Prentice Hall Signal Processing)

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9780133991000: Digital Video Processing (Prentice Hall Signal Processing)

Thousands of engineering students and professionals have relied on Digital Video Processing as the definitive, in-depth guide to digital image and video processing technology. Now, internationally respected digital video pioneer Dr. A. Murat Tekalp has revamped this classic guide to reflect the newest technologies, techniques, algorithms, and trends.

 

Tekalp offers rigorous and uniquely comprehensive coverage of today's most successful techniques, now organized into eight major subject areas. Readers will find balanced and thorough coverage of modern techniques and algorithms for image filtering, motion estimation, video segmentation, video filtering, image compression, video compression, and more. Each chapter concludes with updated problem sets and MATLAB projects. Coverage includes:

  • Multidimensional signals/systems: including transforms, sampling, and lattice conversion
  • Digital images and video: human vision, analog/digital video, and video quality
  • Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration
  • Motion estimation: image formation; motion models; differential, matching, optimization methods, and transform-domain methods; 3D motion and shape estimation, and more
  • Video segmentation: color image and motion segmentation, change detection, shot boundary detection segmentation, semantic object segmentation, performance evaluation, and more
  • Multi-frame filtering: motion-compensated filtering; multi-frame standards conversion, noise filtering, and restoration; and superresolution
  • Image compression: lossless compression, JPEG, wavelets, and JPEG2000
  • Video compression: early standards, ITU-T H.264 / MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo / multi-view approaches
  • Appendices: optimization methods, Markov and Gibbs random fields, sampling rate change for 1-D signals, segmentation basics, and motion-compensated filtering

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Product Description:

Thousands of engineering students and professionals have relied on Digital Video Processing as the definitive, in-depth guide to digital image and video processing technology. Now, Dr. A. Murat Tekalp has completely revamped his guide to reflect today’s technologies, techniques, algorithms, and trends. Digital Video Processing, Second Edition, reflects important advances in signal processing and computer vision, and new applications such as 3D, ultra-high-resolution video, and digital cinema.

 

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.

 

Coverage includes

  • Multi-dimensional signals/systems: transforms, sampling, and lattice conversion
  • Digital images and video: human vision, analog/digital video, and video quality
  • Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration
  • Motion estimation: image formation; motion models; differential, matching, optimization methods, and transform-domain methods; and 3D motion and shape estimation
  • Video segmentation: color image and motion segmentation, change detection, shot boundary detection segmentation, semantic object segmentation, and performance evaluation
  • Multi-frame filtering: motion-compensated filtering; multi-frame standards conversion, noise filtering, and restoration; and super-resolution
  • Image compression: lossless compression, JPEG, wavelets, and JPEG2000
  • Video compression: early standards, ITU-T H.264 / MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo/multi-view approaches

About the Author:

A. Murat Tekalp is a Professor at Koc University, Istanbul, Turkey, and is a Fellow of IEEE and a member of Academia Europaea and Turkish Academy of Sciences. He received a Ph.D. degree in electrical, computer, and systems engineering from Rensselaer Polytechnic Institute (RPI), Troy, New York, in 1984. He was with the Eastman Kodak Company, Rochester, New York, from 1984 to 1987, and was a professor at the University of Rochester, Rochester, New York, from 1987 to 2005, where he was named Distinguished University Professor. His research interests are in the area of digital image and video processing, image and video compression, and video networking.

 

Professor Tekalp received the TUBITAK Science Award (highest scientific award in Turkey) in 2004. He is a former Chair of the IEEE Technical Committee on Image and Multidimensional Signal Processing, and a Founding Member of IEEE Technical Committee on Multimedia Signal Processing. He was appointed as the Technical Program Co-Chair for IEEE ICASSP 2000 in Istanbul, Turkey; the General Chair of the IEEE International Conference on Image Processing (ICIP) at Rochester, New York, in 2002; and Technical Program Co-Chair of EUSIPCO 2005 in Antalya, Turkey.

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Book Description Pearson Education (US), United States, 2015. Hardback. Book Condition: New. 2nd edition. 232 x 182 mm. Language: English . Brand New Book. Over the years, thousands of engineering students and professionals relied on Digital Video Processing 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. Digital Video Processing, Second Edition, 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. 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. Coverage includes * Multi-dimensional signals/systems: transforms, sampling, and lattice conversion * Digital images and video: human vision, analog/digital video, and video quality * Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration * Motion estimation: image formation; motion models; differential, matching, optimization, and transform-domain methods; and 3D motion and shape estimation * Video segmentation: color and motion segmentation, change detection, shot boundary detection, video matting, video tracking, and performance evaluation * Multi-frame filtering: motion-compensated filtering, multi-frame standards conversion, multi-frame noise filtering, restoration, and super-resolution * Image compression: lossless compression, JPEG, wavelets, and JPEG2000 * Video compression: early standards, ITU-T H.264/MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo/multi-view approaches. Bookseller Inventory # AAK9780133991000

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Book Description Pearson Education (US), United States, 2015. Hardback. Book Condition: New. 2nd edition. 232 x 182 mm. Language: English . Brand New Book. Over the years, thousands of engineering students and professionals relied on Digital Video Processing 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. Digital Video Processing, Second Edition, 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. 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. Coverage includes * Multi-dimensional signals/systems: transforms, sampling, and lattice conversion * Digital images and video: human vision, analog/digital video, and video quality * Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration * Motion estimation: image formation; motion models; differential, matching, optimization, and transform-domain methods; and 3D motion and shape estimation * Video segmentation: color and motion segmentation, change detection, shot boundary detection, video matting, video tracking, and performance evaluation * Multi-frame filtering: motion-compensated filtering, multi-frame standards conversion, multi-frame noise filtering, restoration, and super-resolution * Image compression: lossless compression, JPEG, wavelets, and JPEG2000 * Video compression: early standards, ITU-T H.264/MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo/multi-view approaches. Bookseller Inventory # AAK9780133991000

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Book Description Pearson Education (US). Hardback. Book Condition: new. BRAND NEW, Digital Video Processing (2nd edition), A.Murat Tekalp, Over the years, thousands of engineering students and professionals relied on Digital Video Processing 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. Digital Video Processing, Second Edition, 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. 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. Coverage includes * Multi-dimensional signals/systems: transforms, sampling, and lattice conversion * Digital images and video: human vision, analog/digital video, and video quality * Image filtering: gradient estimation, edge detection, scaling, multi-resolution representations, enhancement, de-noising, and restoration * Motion estimation: image formation; motion models; differential, matching, optimization, and transform-domain methods; and 3D motion and shape estimation * Video segmentation: color and motion segmentation, change detection, shot boundary detection, video matting, video tracking, and performance evaluation * Multi-frame filtering: motion-compensated filtering, multi-frame standards conversion, multi-frame noise filtering, restoration, and super-resolution * Image compression: lossless compression, JPEG, wavelets, and JPEG2000 * Video compression: early standards, ITU-T H.264/MPEG-4 AVC, HEVC, Scalable Video Compression, and stereo/multi-view approaches. Bookseller Inventory # B9780133991000

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Book Description Prentice Hall Jun 2015, 2015. Buch. Book Condition: Neu. 238x182x38 mm. Neuware - Thousands of engineering students and professionals have relied on Digital Video Processing as the definitive, in-depth guide to digital image and video processing technology. Now, Dr. A. Murat Tekalp has completely revamped his guide to reflect today's technologies, techniques, algorithms, and trends. Digital Video Processing, Second Edition, reflects important advances in signal processing and computer vision, and new applications such as 3D, ultra-high-resolution video, and digital cinema. 595 pp. Englisch. Bookseller Inventory # 9780133991000

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Book Description Prentice Hall Jun 2015, 2015. Buch. Book Condition: Neu. 238x182x38 mm. Neuware - Thousands of engineering students and professionals have relied on Digital Video Processing as the definitive, in-depth guide to digital image and video processing technology. Now, Dr. A. Murat Tekalp has completely revamped his guide to reflect today's technologies, techniques, algorithms, and trends. Digital Video Processing, Second Edition, reflects important advances in signal processing and computer vision, and new applications such as 3D, ultra-high-resolution video, and digital cinema. 595 pp. Englisch. Bookseller Inventory # 9780133991000

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