ECE 538 Image Analysis & Computer Vision II - 3 hours credit


Professor: Dr. Scott E Umbaugh Office: Engineering Building, Room EB3037

Phone: 650-2948 e-mail: sumbaug@siue.edu

Class Format: Seminars and project. A series of seminars, with topics of current interest in computer vision application research related to the project, will be presented by the professor. The students will also participate by presenting their own project.

Description: Topics of current interest in computer vision. Applications of pattern recognition, image analysis, multi-spectral computer vision. Group projects.

Objectives: To familiarize the student with current areas of research in computer vision. Various presentations by the professor and students will be used to achieve this goal. The students will become familiar with the literature -- journals, magazines, conferences, etc. -- in this research area.

Prerequisite: ECE438, or consent of instructor

Reference Texts: Pattern Recognition, 4th Edition,  S. Theodoridis and K. Koutroumbas, Academic Press, 2009,  Digital Image Processing and Analysis: Human and Computer Vision Applications with CVIPtools, 2nd Edition, SE Umbaugh, CRC Press, 2011

 

Course Schedule:

Week

GRADE:

 

TERM PROJECT

Term Project: The project may be from one of the active research areas here at SIUE:

1. Skin Lesion Detection and Evaluation

2. Retinal Fundus Image Evaluation

3. Veterinary Thermographic Image Analysis

Or a topic of your choice approved by the professor. You are to perform graduate level research in your area of choice and to build on previous work for your project.

A paper will be written describing the project and discussing what was learned during the project. The final paper will be about 25 to 50 pages, typed, double-spaced (excluding appendices). Include images in the paper! You are to work in groups of two. During the term you are required to submit three evaluations of the work performed by each member in your group, including yourself. These evaluations are as follows:

Ø  In addition to handing in a paper copy of the report, email me a soft copy of the Word file. Before you send me the file give it a meaningful name that includes your last name(s) and the project title.

Your final paper will conform to the following format:

Paper Format Outline

General: reports should be typed, double spaced, pages numbered starting with abstract. The number of pages listed above are only guidelines, do what is necessary, but keep it concise. DO NOT put in plastic folder, simply staple in upper left hand corner.

The students will give a presentation of the project during the last week of the semester.

Grading: The project is worth 65% of your grade, broken down as follows:

 

COMPUTER RESOURCES AVAILABLE

Hardware:

Software:


THE RESEARCH ENGINEER'S NOTEBOOK

NOTE: In ECE 538 you are required to keep a research engineer's notebook which will be reviewed by the professor during meetings.

INTRODUCTION: The technical notebook is one of the most important tools for any engineering work. This includes: basic research, product development, or engineering design. It is primarily for the researcher's own use, but another person with similar technical background should be able to understand and duplicate any experiment, data, and conclusion, or to prepare a technical report

following only the notebook.

There are many reasons to keep an accurate and complete record of your work:

The nature of the work and the purpose of the research will influence the content and format of the notebook.

CONTENT REQUIREMENTS: The notebook must be understandable to aperson with a comparable technical background. It must be legible. It must be complete; for example, "We got code from book" is NOT an acceptable entry - what code ?, what page ?, what does it do ?, did you have to recompile it ?, etc.

The notebook must answer the following questions:

General: The typical engineers notebook available in bookstores will be blue, brown or black, is approximately 9" X 12", and has about 100 to 150 pages. The notebook will be bound, never looseleaf, and the pages should be numbered consecutively, preferably by the printer. For the our purposes you may use spiral notebooks, as long as each page is numbered and each entry is dated.

A neat, organized and complete notebook record is as important as the investigation itself. The notebook is the original record of what was done. It is not a report to be written after completing an investigation. Do not write on scratch paper expecting to transfer it later to the notebook. Use a blue or black non-eraseable pen. Errors are not erased, but simply marked through with a single line so that they still can be read - later you may discover that your "error" contains important information.

Leave the first page or two in the notebook blank for a Table of Contents. This is necessary so that your work can easily be referenced. Use only the right-hand, odd-numbered pages for the notebook record. Use the left-hand, even-numbered pages for sketches, rough calculations, and memos to yourself. You may also place diagrams and graphs on the left, opposite corresponding procedures and calculations. Do not leave any blank spaces/pages in the notebook.

Format - Technical Diary

Organization of this format type is left to the engineer. This format is suited to experimental work, design work, and research. The general format and content requirements must be met. Notes, program code, flowcharts, procedures, data, and calculations are blended together logically and chronologically to form a step-by- step diary describing work. Observations and conclusions are entered as they are made, and summarized at the logical end of a section. This format is well suited for research.


Brief Bibliography

Books

Journals

IEEE - Institute of Electrical and Electronic Engineers

SPIE - The International Society for Optical Engineering

SMPTE - The Society of Motion Picture and Television Engineers

PRS - Pattern Recognition Society

ACM - Association for Computing Machinery