EE/CSE 576: Image Understanding
Text: New Computer Vision Textbook, by Shapiro
and Stockman. Hot off the presses, in fact, it hasn't even gotten
to the real presses. Chapters will be handed out, and latest versions
put on the web. Comments are welcome. It is almost complete, and we'd
like to finish it this quarter.
Also, both Vol. 1 and Vol. 2 of the 1992 Haralick and Shapiro text Computer and Robot Vision should be on reserve in the library as is the Jain, Kasturi, and Schunk text, it Machine Vision. This latter text is good reading for students who have little or no previous background in computer vision / image processing.
Programming Language: We have put together a set of C programs for some important low-mid level operations that we often use in 3D object recognition. These will available for downloading from the course web. Students should be able to write their own C/C++ programs to add additional capabilities as needed.
Project: Each student will propose, design, and implement a program that does some kind of machine vision. Possible topics will be discussed in class. The project is geared to take 4-5 weeks and requires a 5-10 page report describing the program and the results.
Topics to Cover:
The topics I expect to cover, grouped into the appropriate chapters in the book, are given below. We will not cover every topic in every chapter, but everything written so far is listed to give you the whole picture.
Evaluation: The grades will be based on a combination of small homework sets, midterm, final, and project. Projects will be due on the last day of class, so I have ample time to grade them.
|Last updated:||03/27/99 at 11AM.|