*banner
 
Margin Top
Margin Bottom

Student Progress

[ home ][ students ][ projects ][ progress ][ mentors ][ overview ][ chess ]

Visit the projects page for downloads of the final posters and papers.


Lana Carnel

Learning Dynamics and Tracking

 

 


Image Segmentation Using HSV Colorspace

 

 


Weekly Updates

Week 1

Background research on previous segmentation and camera network explorations. Write preliminary paper using this background information with respect to a new possible application.

Week 2

Refresh knowledge of Matlab and obtain knowledge of image processing toolbox. Analysis of previously written codes using images in an array. Obtain video clips of desired camera network by simulating tracking situation with color targets placed on remote controlled cars.

Week 3

Write two function files to perform color segmentation on established target color. Initial function using RGB color space, the second using HSV. Examine RGB vs. HSV color space. Found HSV to reduce input segmentation parameters from three to 1 (in addition to a tolerance variance) by using the intensity layer. Image source and constructed files are below.

Week 4

Select pertinent clips from video obtained in week 2. Adapt function files to perform written segmentation functions to simulation video. Add and revise preliminary paper to reflect completed work.

Week 5

Optimize function files to the image array. Expand HSV function to perform segmentation using a combination of all three layers of the colorspace. Write function to find centroid of individual image. Adapt centroid function to the array of images. Adapt centroid function to cluster multiple targets in a single frame.


Week 6
Optimize files for minimum run time. Segmentation and identification requires approximately 2 seconds per frame.

Week 7

Power point presentation to CHESS/SUPERB group. Work on additional methods of segmentation. Begin work on final deliverables.
Week 8

Construct and print poster for final presentation.Write, revise, edit final paper. Final poster presentation.

 

To modify this page, use CVS. For website or program issues contact Dr. Jonathan Sprinkle.

 

©2002-2018 Chess