•PROJECT: Digital Image Processing

• AIM: The primary aim of this project was to get familiar with MATLAB Digital Image processing tool box and to use it creatively along with in-class knowledge to design and implement a real time system. The project was designed to detect a stop sign from a color image taken in a busy environment.
  
• IMPLEMENTATION: The project required to understand basic image processing topics and knowledge of the MATLAB image processing tool box. The project required to implement image filtering for noise and feature extraction techniques, based on the application. In this case, for a STOP sign the features chosen were color and number of sides. Hough's Transform was used to determine the number of edges and a heuristic approach was made towards filtering the image for determining the parts of image which had red color. Based on these results the system would determine whether the image had a stop sign or no.
• DOWNLOADS: Final Report, Project Files

GO TO HOME