Seghouane, Karim - University of Melbourne - Department of Biomedical Engineering

研究领域

Analysis of Physiological Signals Biomedical Image Analysis Statistical Signal and Image Processing

近期论文

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Hanif M, Seghouane A. Non-Local Noise Estimation for Adaptive Image Denoising. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). 2016. AÏssa-El-bey A, Seghouane A. Sparse canonical correlation analysis based on rank-1 matrix approximation and its application for FMRI signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2016, Vol. 2016-May. Seghouane A, Hanif M. A SEQUENTIAL DICTIONARY LEARNING ALGORITHM WITH ENFORCED SPARSITY. 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP). IEEE. 2015, Vol. 2015-August. Seghouane A, Shah A. CONSISTENT ESTIMATION OF THE FMRI HEMODYNAMIC RESPONSE FUNCTION IN AR(1) NOISE. 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI). IEEE. 2015, Vol. 2015-July. Ting C-M, Seghouane A, Salleh S-H, Noor AM. Estimating Effective Connectivity from fMRI Data Using Factor-based Subspace Autoregressive Models. IEEE SIGNAL PROCESSING LETTERS. IEEE - Institute of Electrical and Electronic Engineers. 2015, Vol. 22, Issue 6. Shah A, Seghouane A, McKay C. Functional connectivity assessment of language areas in CI users using fNIRS. Australian Biomedical Engineering Conference (ABEC). Engineers Australia. 2015. Ting C-M, Seghouane A, Khalid MU, Salleh S-H. Is First-Order Vector Autoregressive Model Optimal for fMRI Data?. NEURAL COMPUTATION. MIT Press. 2015, Vol. 27, Issue 9. Khalid MU, Seghouane A. MULTI-SUBJECT fMRI CONNECTIVITY ANALYSIS USING SPARSE DICTIONARY LEARNING AND MULTISET CANONICAL CORRELATION ANALYSIS. 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI). IEEE. 2015, Vol. 2015-July. Shah A, Khalid M, Seghouane A. Recovering HRFs from overlapping ROIs in fMRI data using thresholding correlations for sparse dictionary learning. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). Institute of Electrical and Electronics Engineers. 2015. Khalid M, Shah A, Seghouane A. Sparse Dictionary Learning for fMRI Analysis using Autocorrelation Maximization. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). Institute of Electrical and Electronics Engineers. 2015.