Matematica | TECNICHE AVANZATE DI IMAGING E BIOMETRIA

cod. 0512300037

TECNICHE AVANZATE DI IMAGING E BIOMETRIA

	0512300037
	DIPARTIMENTO DI MATEMATICA

	MATHEMATICS
	2015/2016

CURRICULUM MATEMATICA AD INDIRIZZO APPLICATIVO Cohort 2013/2014

	YEAR OF COURSE 3
	YEAR OF DIDACTIC SYSTEM 2010
	SECONDO SEMESTRE

TEACHING UNITS

	SSD	CFU	HOURS	ACTIVITY	TYPE OF ACTIVITY
	INF/01	6	48	LESSONS	OPTIONAL SUBJECTS

	Objectives
	LEARNING OF: THEORY AND PRACTICE OF MODERN IMAGE PROCESSING TECHNIQUES FOR MULTIBIOMETRIC SYSTEM, ALSO INCLUDING SUCH IMAGE MANAGEMENT, STORING, INDEXING, ANALYSIS AND CODING.

	Prerequisites
	BASIC ANALYSIS MATHS

	Contents
	HUMAN VISUAL SYSTEM, SAMPLING, QUANTIZATION, COLOUR MODELS, ANALOGICAL/DIGITAL TRANSFORM, FOURIER TRANSFORM, SAMPLING THEOREM, DISCRETE FOURIER TRANSFORM, IMAGE SEGMENTATION, LOW LEVEL FEATURE DETECTION, PCA; EDGE DETECTION, SHAPE MATCHING, IMAGE FILTERING, SMOOTHING, SHARPENING, LOSSY IMAGE CODING, JPEG: DISCRETE COSINE TRANSFORM, JPEG 2000: THE WAVELET, FRACTALS, METRIC SPACE AND CONTRACTIVE FUNCTIONS, PCA, INTRODUCING VIDEO CODING: MPEG, MULTIMEDIA DATABASE, IMAGE INDEXING, BIOMETRICS (IRIS, FINGERPRINT, FACE, EAR) AND MULTIBIOMETRIC SYSTEMS.

HUMAN VISUAL SYSTEM, SAMPLING, QUANTIZATION, COLOUR MODELS, ANALOGICAL/DIGITAL TRANSFORM, FOURIER TRANSFORM, SAMPLING THEOREM, DISCRETE FOURIER TRANSFORM, IMAGE SEGMENTATION, LOW LEVEL FEATURE DETECTION, PCA; EDGE DETECTION, SHAPE MATCHING, IMAGE FILTERING, SMOOTHING, SHARPENING, LOSSY IMAGE CODING, JPEG: DISCRETE COSINE TRANSFORM, JPEG 2000: THE WAVELET, FRACTALS, METRIC SPACE AND CONTRACTIVE FUNCTIONS, PCA, INTRODUCING VIDEO CODING: MPEG, MULTIMEDIA DATABASE, IMAGE INDEXING, BIOMETRICS (IRIS, FINGERPRINT, FACE, EAR) AND MULTIBIOMETRIC SYSTEMS.

	Teaching Methods
	•LECTURES •EXERCISE •LABORATORY (MATHLAB)

	Verification of learning
	•FOR STUDENTS FREQUENTING WITH PROFIT THE COURSE: 2 PRACTICAL TESTS DURING THE COURSE AND AN ORAL TEST AT THE END OF COURSE. •OTHER STUDENTS: PRACTICAL TEST AND AN ORAL TEST AT THE END OF COURSE.

	Texts
	DIGITAL IMAGE PROCESSING, RAFAEL C. GONZALEZ AND PAUL WINTZ, ADDISON WESLEY 1993 MODERNE TECNICHE DI ELABORAZIONE DI IMMAGINI E BIOMETRIA, M. NAPPI E D. RICCIO, ATHENA EDITORE, 2008 ONLINE LECTURE NOTES: BIPLAB.UNISA.IT SOFTWARE: MATHLAB