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An adaptive joint CCA-ICA method for ocular artifact removal and its application to emotion classification

Xiaohui Gao, Shilai Zhang, Ke Liu, Ziqin Tan, Guanyi Zhao, Yumeng Han, Yue Cheng, Cunbo Li, Peiyang Li, Yin Tian, Fali Li, Fali Li

2023Journal of Neuroscience Methods13 citationsDOI

Topics & Concepts

Independent component analysisComputer scienceElectroencephalographyArtificial intelligencePattern recognition (psychology)PreprocessorArtifact (error)Noise (video)Blind signal separationWaveletHilbert–Huang transformCanonical correlationNoise reductionSpeech recognitionPrincipal component analysisComputer visionChannel (broadcasting)PsychologyImage (mathematics)PsychiatryComputer networkFilter (signal processing)EEG and Brain-Computer InterfacesEmotion and Mood RecognitionFace Recognition and Perception
An adaptive joint CCA-ICA method for ocular artifact removal and its application to emotion classification | Litcius