Improved Feature Extraction of Hand Movement EEG Signals based on Independent Component Analysis and Spatial Filter

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2012.22.4.515 ◽

2012 ◽

Vol 22 (4) ◽

pp. 515-520

Author(s):

Thanh Ha Nguyen ◽

Seung-Min Park ◽

Kwang-Eun Ko ◽

Kwee-Bo Sim

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Hand Movement ◽

Component Analysis ◽

Spatial Filter ◽

Independent Component ◽

Download Full-text

Feature extraction by supervised independent component analysis based on category information

Electrical Engineering in Japan ◽

10.1002/eej.20522 ◽

2007 ◽

Vol 161 (2) ◽

pp. 25-32 ◽

Author(s):

Hiroki Takabatake ◽

Manabu Kotani ◽

Seiichi Ozawa

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Category Information

Download Full-text

Independent Component Analysis–Based Feature Extraction Technique for Defect Classification Applied for Pulsed Eddy Current NDE

Research in Nondestructive Evaluation ◽

10.1080/09349840903078996 ◽

2009 ◽

Vol 20 (4) ◽

pp. 230-245 ◽

Author(s):

Guang Yang ◽

Gui Yun Tian ◽

Pei Wen Que ◽

Tian Lu Chen

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Eddy Current ◽

Component Analysis ◽

Independent Component ◽

Extraction Technique ◽

Defect Classification ◽

Pulsed Eddy Current ◽

Eddy Current Nde ◽

Feature Extraction Technique

Download Full-text

The Study of Image Feature Extraction Based on Independent Component Analysis

2012 International Conference on Computer Science and Service System ◽

10.1109/csss.2012.100 ◽

2012 ◽

Author(s):

Ping Xie

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Image Feature ◽

Image Feature Extraction

Download Full-text

Gender Classification by Facial Feature Extraction Using Topographic Independent Component Analysis

Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2 - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-319-30927-9_39 ◽

2016 ◽

pp. 397-409 ◽

Author(s):

Shivi Garg ◽

Munesh C. Trivedi

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Facial Feature ◽

Component Analysis ◽

Independent Component ◽

Gender Classification ◽

Facial Feature Extraction

Download Full-text

Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis

Lecture Notes in Computer Science - Neural Information Processing. Models and Applications ◽

10.1007/978-3-642-17534-3_10 ◽

2010 ◽

pp. 74-81

Author(s):

Arao Funase ◽

Motoaki Mouri ◽

Andrzej Cichocki ◽

Ichi Takumi

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Electrode Position ◽

Eeg Signals ◽

Download Full-text

Artifact Removal from EEG signals using Regenerative Multi-Dimensional Singular Value Decomposition and Independent Component Analysis

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103452 ◽

2022 ◽

Vol 74 ◽

pp. 103452

Author(s):

A. Mary Judith ◽

S. Baghavathi Priya ◽

Rakesh Kumar Mahendran

Keyword(s):

Singular Value Decomposition ◽

Independent Component Analysis ◽

Component Analysis ◽

Singular Value ◽

Independent Component ◽

Eeg Signals ◽

Artifact Removal ◽

Value Decomposition

Download Full-text

Tensorial Independent Component Analysis-Based Feature Extraction for Polarimetric SAR Data Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2360943 ◽

2015 ◽

Vol 53 (5) ◽

pp. 2481-2495 ◽

Author(s):

Mingliang Tao ◽

Feng Zhou ◽

Yan Liu ◽

Zijing Zhang

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Data Classification ◽

Component Analysis ◽

Independent Component ◽

Polarimetric Sar ◽

Download Full-text

Feature Extraction in Digital Mammography: An Independent Component Analysis Approach

Bio-Inspired Applications of Connectionism - Lecture Notes in Computer Science ◽

10.1007/3-540-45723-2_96 ◽

2001 ◽

pp. 794-801 ◽

Author(s):

Athanasios Koutras ◽

Ioanna Christoyianni ◽

Evangelos Dermatas ◽

George Kokkinakis

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Digital Mammography ◽

Component Analysis ◽

Independent Component ◽

Analysis Approach

Download Full-text

Independent Component Analysis and Support Vector Machine for Face Feature Extraction

Lecture Notes in Computer Science - Audio- and Video-Based Biometric Person Authentication ◽

10.1007/3-540-44887-x_14 ◽

2003 ◽

pp. 111-118 ◽

Author(s):

Gianluca Antonini ◽

Vlad Popovici ◽

Jean-Philippe Thiran

Keyword(s):

Support Vector Machine ◽

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Download Full-text

Iris Feature Extraction Using Independent Component Analysis

Lecture Notes in Computer Science - Audio- and Video-Based Biometric Person Authentication ◽

10.1007/3-540-44887-x_97 ◽

2003 ◽

pp. 838-844 ◽

Author(s):

Kwanghyuk Bae ◽

Seungin Noh ◽

Jaihie Kim

Keyword(s):

Feature Extraction ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Iris Feature Extraction

Download Full-text