Computer Graphics and Image Processing

Graduate Course in CIS

CIS 601.001 – Fall 2003

Longin Jan Latecki, latecki@temple.edu

 

 

syllabus            concepts AND TECHNIQUES

 

Week 1: 09/08/2003: Introduction to Computer Vision

Image formation and representation by David Young

Week 2: 09/15/2003: Fundamentals

Matlab Introduction, Introduction to Matlab by David Young

Week 3:  09/22/2003: Image similarity measures, Image enhancement
Week 4: 09/29/2003: Test1, Digital Topology

Homework1

Week 5: 10/06/2003: Image Filters

Homework2 (filter) is in the lecture on Image Filters

Week 6: 10/13/2003: Image Filters (edge detection)

Homework3 (edge detection) is in the lecture on Image Filters

Image segmentation: Thresholding and Color Clustering

Example Matlab program is getobjects1.m

Homework4

Week 7: 10/20/2003: Discussion of projects

Image segmentation: Region Growing and Shrinking

Homework5: Implement image segmentation based on clustering in the RGB color space
using k-means or other clustering algorithm.

Template Matching

Week 8: 10/27/2003: Presentation of project proposals

 

Week 9: 11/03/2003: Discussion of project proposals

PCA by Tim Marks and more on PCA

Week 10: 11/10/2003: Introduction to 3-D vision, Stereo vision (by David Young)

Motion in Image Sequences (by David Young)

Optical flow 

Homework6 is in the lecture on optical flow (optional)

Week 11: 11/17/2003:

Object recognition and shape representation by Prof. Rolf Lakaemper

Week 12: 11/24/2003: Replaced by individual meetings on 
Friday, Nov. 28, 3-5 PM and
Wednesday, Dec. 3, 3-5 PM
Week 13: 12/01/2003: Project presentations and discussion

Yijian Yang: Image segmentation by simultaneous grouping in color and image space
Anisa Chaudhary: Image segmentation by clustering in the color space
Jing Qin: Object recognition using texture
Ajay Kumar Yadav: Shape of contours
Yegan Qian: Motion detection

Week 14: 12/08/2003: Project presentations and discussion

Nandini Easwar and Jogen Shah: Tracking of objects using particle filters
Karthika Akkinepally: Motion tracking using particle filters
Ben Garrett: Polyline tracking using multi-dimensional particle filters
Tony Tsang: Object Tracking and Optical Flow

Week 15: 12/15/2003:

Final Exam