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Call for Papers
(Click here for the pdf version of the call for papers) -Theory: statistical and probabilistic models; detection, estimation and performance criteria and bounds; causality measures; flat, hierarchical and dynamic structures; sparsity-promoting methods; learning theory; optimization tools;
-Models: latent variables modeling as parameters, vectors or signals, discrete or continuous; probabilistic or structural modeling; time-varying, memoryless, convolutive, noisy, noiseless, under- and over-complete; -Algorithms: estimation, separation, identification, detection, blind and semi-blind methods, non-negative matrix factorization, tensor decomposition, adaptive and recursive estimation; features selection; time-frequency and wavelets based analysis; complexity analysis; -Applications: speech and audio separation, recognition, dereverberation and denoising; auditory scene analysis; image segmentation, separation, fusion, classification, texture analysis; biomedical signal analysis, imaging, genomic data analysis, brain-computer interface; -Emerging related topics: social networks; data-mining; artificial intelligence; sparse coding; objective and subjective performance evaluation.
The proceedings will be published in Springer's Lecture Notes in Computer. Science (LNCS). Authors are requested to follow the instructions for authors at the LNCS web-site for formatting the paper in compliance with the LNCS standards.
The page-limit for all papers is 8 pages (in LNCS format). LVA/ICA 2012 will also feature a special session devoted to the third Community-Based Signal Separation Evaluation Campaign (SiSEC 2011). Prospective participants in the campaign are encouraged to submit a paper to LVA/ICA 2012 describing their approach. Accepted papers will be published in the conference proceedings. In addition, entrants not wishing to submit a paper will have the opportunity to present a poster about their approach. All posters are welcome, in the limit of available space. In order to present a poster, an abstract should be submitted by Jan. 15, 2012. These abstracts will be linked from the LVA/ICA 2012 web-site, but will not be included in the proceedings.
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