CS 5320
Spring
Semester 2007
Project
Requirements
The project is the
main focus of the course and requires that you:
- Define a problem
- Specify Goals
- Develop model
- Implement Software solution
- Verify Code
- Validate Solution
- Measure Performance
You are required to:
- Document this process,
- Consider technical
alternatives,
- Consider cost/benefit
tradeoffs, and
- Satisfy the review criteria
Project Selection:
You must choose a project
from one of the following:
- Automated
Raster Map Analysis: the system takes as input a raster image of
a map, and must do the following
Analyze the map to extract key features:
a. Roads (and their intersections)
b. Text (including map legend)
c. Bodies of Water
d. Man-made Structures
e. Topographical Features (forest, mountains,
swamps, etc.)
f. Puts text into correspondence with map
feature (e.g., labels
roads with their name or
number)
Outline of Basic Components:
+ Text Extractor
+ Road Extractor
+ Water Extractor
+ Man-made structure Extractor
+ Topographic Feature Extractor
- Autonomous
Vehicle Vision System: the system takes as input images from
1 or 2 cameras on an autonomous vehicle in an urban environment and
produces a model of the environment:
+ Surfaces (roads, buildings, etc.)
+ 3D information (locations, volumes, etc.)
+ Obstacle information (size, range, location, etc.)
+ Mapping information (location in GPS coordinates,
landmark detection, etc.)
+ Vehicle State information (speed, orientation,
etc.).
- Image-Based
Coloring Book: given a set of digital images, produce a coloring
book with support infrastructure. I have taken a set of digital
images of wildflowers up in the Wasatch as a test case.
Project Logistics:
Projects:
- are developed by teams of 1 or 2 people.
- must have a web site in which you document your work and
current status of the project.
Here is the example that I will be working on throughout the
semester: Interpretation of Engineering
Drawings Project
Class Project Webpages