A Removal of Eye Movement and Blink Artifacts from EEG Data Using Morphological Component Analysis

Table 2

cc between filtered EOG and UDWT component decomposed by UDWT dictionary.

EOG channels	EEG channels
	Fp1	Fp2	Cz	O1	O2
Correlation coefficient
UDWT-DST-DIRAC
V1d	0.6777	0.657	0.7267	0.9223	0.6445
V1u	0.6814	0.646	0.6606	0.9419	0.6354
V2d	0.916	0.906	0.9402	0.882	0.5402
V2u	0.2332	0.2268	0.2353	0.6388	0.8494
H1	0.8582	0.847	0.8444	0.6902	0.5839
H2	0.9419	0.9468	0.9559	0.7476	0.4752
UDWT-DCT-DIRAC
V1d	0.6792	0.6595	0.68	0.9213	0.6352
V1u	0.6835	0.6396	0.6424	0.9581	0.6585
V2d	0.9193	0.902	0.9362	0.8764	0.5145
V2u	0.2331	0.2183	0.2316	0.6639	0.8919
H1	0.8593	0.8507	0.8626	0.6759	0.5376
H2	0.9442	0.9465	0.9662	0.7266	0.4346
UDWT-LDCT-DIRAC
V1d	0.6794	0.6403	0.7219	0.8892	0.65
V1u	0.6443	0.6279	0.6459	0.8196	0.5381
V2d	0.9142	0.9072	0.9395	0.9592	0.6506
V2u	0.2351	0.2235	0.2383	0.3747	0.6804
H1	0.8637	0.8449	0.8471	0.7638	0.5734
H2	0.9586	0.9558	0.9577	0.8826	0.5598