Thursday, April 15, 2010

Weekly Report 5

In this week I searched a segmentation algorithm for the image processing part of the project. Due to huge domain space of the picture, which we will use, one segmentaiton algorithm is not enough for our aim. A fusion approach should be used and the candidate segmentation algorithms for this approach are region growing methods, edge detection based methods, histogram based methods and clustering based methods. Combining these algorithms gives us a better segmentation. After the completion of segmentation part, feature extraction is the next step. For each segmented image a set of features are extracted. By using extracted features a classifier should be designed. Simple classifiers are enough for our purpose such as Bayesian decision making method or decision tree.

No comments:

Post a Comment