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SPL
2016
41views more  SPL 2016»
9 years 11 months ago
Dictionary Learning for Blind One Bit Compressed Sensing
—This letter proposes a dictionary learning algorithm for blind one bit compressed sensing. In the blind one bit compressed sensing framework, the original signal to be reconstru...
Hadi Zayyani, Mehdi Korki, Farrokh Marvasti
SPL
2016
48views more  SPL 2016»
9 years 11 months ago
Graph-based Dequantization of Block-Compressed Piecewise Smooth Images
—Block-based image or video coding standards (e.g. JPEG) compress an image lossily by quantizing transform coefficients of non-overlapping pixel blocks. If the chosen quantizati...
Wei Hu, Gene Cheung, Masato Kazui
SPL
2016
53views more  SPL 2016»
9 years 11 months ago
Enhancing Sensor Pattern Noise via Filtering Distortion Removal
—In this work, we propose a method to obtain higher quality sensor pattern noise (SPN) for identifying source cameras. We believe that some components of SPN have been severely c...
Xufeng Lin, Chang-Tsun Li
SPL
2016
50views more  SPL 2016»
9 years 11 months ago
Decomposition of Space-Variant Blur in Image Deconvolution
Standard convolution as a model of radiometric degradation is in majority of cases inaccurate as the blur varies in space and we are thus required to work with a computationally d...
Filip Sroubek, Jan Kamenický, Yue M. Lu
SPL
2016
64views more  SPL 2016»
9 years 11 months ago
On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array
—We analyze the conditions for numerical instability in the solution of a linearly constrained minimum variance (LCMV) beamformer with multiple directional constraints for a unif...
Soumitro Chakrabarty, Emanuel A. P. Habets
SPL
2016
58views more  SPL 2016»
9 years 11 months ago
Gauss-Legendre Sampling on the Rotation Group
—We propose a Gauss-Legendre quadrature based sampling on the rotation group for the representation of a band-limited signal such that the Fourier transform (FT) of a signal can ...
Zubair Khalid, Salman Durrani, Rodney A. Kennedy, ...
98
Voted
SPEECH
2016
9 years 11 months ago
Computational methods for underdetermined convolutive speech localization and separation via model-based sparse component analys
In this paper, the problem of speech source localization and separation from recordings of convolutive underdetermined mixtures is studied. The problem is cast as recovering the s...
Afsaneh Asaei, Hervé Bourlard, Mohammad Jav...
176
Voted
SPEECH
2016
9 years 11 months ago
Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition
In this paper, a compressive sensing (CS) perspective to exemplar-based speech processing is proposed. Relying on an analytical relationship between CS formulation and statistical...
Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
105
Voted
SPEECH
2016
9 years 11 months ago
Predicting tonal realizations in one Chinese dialect from another
Pronunciation dictionaries are usually expensive and time-consuming to prepare for the computational modeling of human languages, especially when the target language is under-reso...
Junru Wu, Yiya Chen, Vincent J. van Heuven, Niels ...
169
Voted
SPE
2016
9 years 11 months ago
The anatomy of big data computing
Raghavendra Kune, Pramodkumar Konugurthi, Arun Aga...