University of Tsukuba | Graduate School of SIE | Department of CS | Lectures
	Advanced Course in Signal and Image Processing
	Instructor E-mail Office hour	Hiroyuki Kudo,  Hotaka Takizawa {kudo,takizawa} at cs dot tsukuba dot ac dot jp Kudo:Sougou-B902,  Takizawa:Sougou-B-910; Monday 6
	Course number Field Form	02CC031 Media Engineering lecture
	Term Period Room	1 Monday 4,5 3B303
	Outline	Depending on a year, this course mainly deals with image and speech coding (compression), image processing methods for image recognition and understanding, and advanced topics in signal processing.
	Prerequisite	Basic knowledge on Fourier analysis, linear algebra, and probability and statistics
	Class plan	Former 5 weeks:  "Image and speech coding" 1. Introduction to image and speech coding Purpose of coding,  statistical property of signal information,  outline of coding 2. Predictive coding Delta modulation (DM),  differential pulse code modulation (DPCM) 3. Transform coding Transform coding,  orthogonal transforms,  examples of transform coding methods 4. Other coding methods Subband coding,  vector quantization,  video coding       Latter 5 weeks:  "Wavelet transform and its applications" 1. Theory of wavelets Wavelet transform and Fourier transform,  continuous wavelet transform,  discrete wavelet transform,  multi-resolution analysis,  two-dimensional discrete wavelet transform,  etc. 2. Applications of wavelets Applications to signal processing,  applications to image processing
	Text	We do not use specific textbooks.
	References	(1) A.Rosenfeld, A.Kak," Digital picture processing," Academic Press (1982). (2) J.S.Lim," Two-dimensional signal and image processing," Prentice Hall (1989). (3) J.W.Woods," Multidimensional signal, image, and video processing and coding," Academic Press (2006). (4) S.L.Saywood," Introduction to data compression," Morgan Kaufman Publisher (1996). (5) H.Harashima," Image information compression," Ohm-sha (1991) (in Japanese). (6) H.Nakano, S.Yamamoto, Y.Yoshida," Singal and image processing via wavelets," Kyoritsu-shuppan (1999) (in Japanese).
	Evaluation	Depending on a year, we require a writing examination or submitting a report to questions.
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