Independent Component Analysis (ICA) is a signal-processing method to extract independent sources given only observed data that are mixtures of the unknown sources. Recently, Blind Source Separation (BSS) by ICA has received considerable attention because of its potential signal-processing applications such as speech enhancement systems, image processing, telecommunications, medical signal processing and several data mining issues. This book brings the state-of-the-art of some of the most important current research of ICA related to Audio and Biomedical signal processing applications. The book is partly a textbook and partly a monograph. It is a textbook because it gives a detailed introduction to ICA applications. It is simultaneously a monograph because it presents several new results, concepts and further developments, which are brought together and published in the book.
The acoustic and biomedical aspects of independent component analysis are elucidated in this insightful book.
Dong, C., Loy, C.C., He, K., Tang, X.: Image super-resolution using deep convolutional networks. CoRR, abs/1501.00092 (2015) 4. Durrieu, J., Ozerov, A., Févotte, C.: Main instrument separation from stereophonic audio signals using a ...
Project Report from the year 2013 in the subject Audio Engineering, grade: 10, , course: ECE, language: English, abstract: Audio source separation is the problem of automated separation of audio sources present in a room, using a set of ...
This book describes methods for statistical brain imaging data analysis from both the perspective of methodology and from the standpoint of application for software implementation in neuroscience research.
... independent components of the late positive event-related potential during ... Component Analysis for Audio and Biosignal Applications, Chap. ICA-Based ... independent component analysis and spatio-temporal clustering. Clin. Neurophysiol ...
Security, Steganography, and Watermarking of Multimedia Contents VIII. Treisman, A., & Glade, G. (1980). A feature-integration theory of attention. Cognitive Psychology, 12, 97–136. doi:10.1016/0010-0285(80)90005-5 Van, S. R. G., ...
This volume discusses membrane potential imaging in the nervous system and in the heart and modern optical recording technology.
The need for intelligent machines in areas such as medical diagnostics, biometric security systems, and image processing motivates researchers to develop and explore new techniques, algorithms, and applications in this evolving field.Cross ...
... Independent Component Analysis (ICA) (Bell & Sejnowski, 1995; Hyvärinen, Karhunen, & Oja, 2001; Lee, 1998). BSS can ... audio and bio signal applications: • Hand gesture recognition using BSS of EMG • Evaluate the use of ICA for the ...
The online database contains more than 275,000 chords with different degrees of polyphony and with different playing styles. Together, the database and the book are an invaluable tool for researchers in this field.