ECE 547

ECE 547 - Topics in Image Processing

Spring 2017

Title	Rubric	Section	CRN	Type	Hours	Times	Days	Location	Instructor
Topics in Image Processing	CSE543	O	65564	DIS	4	1100 - 1220	T R	3081 Electrical & Computer Eng Bldg	Alexander Schwing
Topics in Image Processing	ECE547	O	65513	DIS	4	1100 - 1220	T R	3081 Electrical & Computer Eng Bldg	Alexander Schwing

See full schedule from Course Explorer

Official Description

Fundamental concepts, techniques, and directions of research in image processing: two-dimensional Fourier transform and filtering, image digitization, coding, restoration, reconstruction, analysis, and recognition. Course Information: Same as CSE 543. Prerequisite: ECE 310 and ECE 313.

Subject Area

Signal Processing

Course Director

Minh N Do

Description

Examines fundamental concepts, techniques, and directions of research in image processing; topics include two-dimensional Fourier transform and filtering, image digitization, coding, restoration, reconstruction, analysis, and recognition.

Notes

Same as CSE 543.

Topics

Image compression: subband coding and wavelets; fractals; 3D model-based coding
Image enhancement and restoration: order-statistics filters; projection on convex sets; EM; reconstruction from incomplete data
3D motion analysis: rigid objects; articulate objects; nonrigid motion
Markov random fields: texture analysis
Morphology: image enhancement; edge detection; shape analysis
Optical image processing: 2D Fourier transform; linear filtering; nonlinear processing
Image/video databases: content-based and similarity-based indexing and retrieval; video segmentation and keyframe extraction

Detailed Description and Outline

Topics:

Image compression: subband coding and wavelets; fractals; 3D model-based coding
Image enhancement and restoration: order-statistics filters; projection on convex sets; EM; reconstruction from incomplete data
3D motion analysis: rigid objects; articulate objects; nonrigid motion
Markov random fields: texture analysis
Morphology: image enhancement; edge detection; shape analysis
Optical image processing: 2D Fourier transform; linear filtering; nonlinear processing
Image/video databases: content-based and similarity-based indexing and retrieval; video segmentation and keyframe extraction