Research Article

A Sparse Representation Based Method to Classify Pulmonary Patterns of Diffuse Lung Diseases

Table 1

Three proposed methods for evaluation of sparse representation approaches.
(a) Proposed methods

MethodDictionary learningSparse coding

SR1-SVDOMP
SR2-MeansOMP
SR3-MeansOMP1

(b) Experiments on the evaluation of sparse representation approaches

EvaluationComparison of methods

-SVD versus -MeansSR1 and SR2
OMP versus OMP1SR2 and SR3