Research Article

A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences

Table 1

The performance of different methods on noisy synthetic datasets ().

MethodNoise free

SVM (V1)
SVM (V2)
SVM (V3)
CODL (V1)
CODL (V2)
CODL (V3)
SVM (FeaConcat)
MISL (fusion)
MvDA-VC (fusion)
CODL (fusion)

The V1, V2, and V3 denote -, -, and - views, respectively. FeaConcat means that we concatenate features of all views to generate a combined feature. Fusion means that we construct a multiview latent intact space learning by fusing all individual views. Classification performance is measured in terms of average accuracy.