Computational and Mathematical Methods in Medicine / 2013 / Article / Alg 3

Research Article

Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy

Algorithm 3

Strawman algorithm.
(1) Extract colour information of the lesion from the train set images (Section 3.4).
(2) Estimate from the extracted color information using a Gaussian
mixture model determined by using the Figueiredo-Jain method [15, 16].
(3) Compute for every pixel in the test image (repeat step for every
test image in the test set).
(4) Evaluate the performance (Section 4).