Nonnegative blind source separation by sparse component analysis based on determinant measure
The problem of nonnegative blind source separation (NBSS) is addressed in this paper, where both the sources and the mixing matrix are nonnegative. Because many real-world signals are sparse, we deal with NBSS by sparse component analysis. First, a determinant-based sparseness measure, named D-measu...
| Main Authors: | Yang, Z., Xiang, Y., Xie, S., Ding, S., Rong, Yue |
|---|---|
| Format: | Journal Article |
| Published: |
IEEE
2012
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/22063 |
Similar Items
A convex geometry based blind source separation method for separating nonnegative sources
by: Yang, Z., et al.
Published: (2014)
by: Yang, Z., et al.
Published: (2014)
A Projection-Pursuit-Based Method for Blind Separation of Nonnegative Sources
by: Yang, Z., et al.
Published: (2013)
by: Yang, Z., et al.
Published: (2013)
Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)
by: Budhaditya, S., et al.
Published: (2012)
Face hallucination based on sparse local-pixel structure
by: Li, Yongchao, et al.
Published: (2014)
by: Li, Yongchao, et al.
Published: (2014)
Blind Source Separation of Internal Combustion Engine Vibration Signals
by: Liu, Xianhua, et al.
Published: (2005)
by: Liu, Xianhua, et al.
Published: (2005)
Parameter selection for nonnegative l1 matrix/tensor sparse decomposition
by: Wang, Y., et al.
Published: (2015)
by: Wang, Y., et al.
Published: (2015)
Blind Separation of Internal Combustion Engine Vibration Signals by a Deflation
by: Liu, Xianhua, et al.
Published: (2008)
by: Liu, Xianhua, et al.
Published: (2008)
A new independent component analysis algorithm: Joint approximate diagonalization of simplified cumulant matrices
by: Liu, Xianhua, et al.
Published: (2005)
by: Liu, Xianhua, et al.
Published: (2005)
Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning
by: Pisharady, Pramod Kumar, et al.
Published: (2017)
by: Pisharady, Pramod Kumar, et al.
Published: (2017)
Robust face recognition by utilizing colour information and sparse representation
by: Li, Billy, et al.
Published: (2014)
by: Li, Billy, et al.
Published: (2014)
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Improved multiple input multiple output blind equalization algorithms for medical implant communication
by: Lee, Zhi Hou
Published: (2015)
by: Lee, Zhi Hou
Published: (2015)
Very fast blind source separation by signal to noise ratio based stopping threshold for the SHIBBS/SJAD algorithm
by: Liu, Xianhua, et al.
Published: (2010)
by: Liu, Xianhua, et al.
Published: (2010)
A fast extension for sparse representation on robust face recognition
by: Qiu, Hui-ning, et al.
Published: (2010)
by: Qiu, Hui-ning, et al.
Published: (2010)
Regularised nonnegative shared subspace learning
by: Gupta, Sunil, et al.
Published: (2011)
by: Gupta, Sunil, et al.
Published: (2011)
On the use of contextual time frequency information for full-band clustering-based convolutive blind source separation
by: Atcheson, M., et al.
Published: (2014)
by: Atcheson, M., et al.
Published: (2014)
A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation
by: Kuhne, M., et al.
Published: (2009)
by: Kuhne, M., et al.
Published: (2009)
Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Time-frequency clustering with weighted and contextual information for convolutive blind source separation
by: Jafari, I., et al.
Published: (2014)
by: Jafari, I., et al.
Published: (2014)
Improved Subspace Clustering via Exploitation of Spatial Constraints
by: Pham, DucSon, et al.
Published: (2012)
by: Pham, DucSon, et al.
Published: (2012)
Beamspace blind signal separation for speech enhancement
by: Low, Siow, et al.
Published: (2009)
by: Low, Siow, et al.
Published: (2009)
A component method model for blind-bolts with headed anchors in tension
by: Pitrakkos, Theodoros, et al.
Published: (2015)
by: Pitrakkos, Theodoros, et al.
Published: (2015)
Blind Separation for Multiple Moving Sources with Labeled Random Finite Sets
by: Ong, Jonah, et al.
Published: (2021)
by: Ong, Jonah, et al.
Published: (2021)
Blind identification of FIR MIMO channels by decorrelating subchannels
by: Hua, Y., et al.
Published: (2003)
by: Hua, Y., et al.
Published: (2003)
Sparse, continuous policy representations for uniform online bin packing via regression of interpolants
by: Swan, Jerry, et al.
Published: (2017)
by: Swan, Jerry, et al.
Published: (2017)
Second-order blind signal separation with optimal step size
by: Dam, Hai Huyen, et al.
Published: (2013)
by: Dam, Hai Huyen, et al.
Published: (2013)
Multiple moving speaker tracking via degenerate unmixing estimation technique and Cardinality Balanced Multi-target Multi-Bernoulli Filter (DUET-CBMeMBer)
by: Chong, N., et al.
Published: (2014)
by: Chong, N., et al.
Published: (2014)
Sparse recovery on Euclidean Jordan algebras
by: Kong, L., et al.
Published: (2015)
by: Kong, L., et al.
Published: (2015)
Efficient algorithms for computing the largest eigenvalue of a nonnegative tensor
by: Zhou, Guanglu, et al.
Published: (2013)
by: Zhou, Guanglu, et al.
Published: (2013)
Convergence of an algorithm for the largest singular value of a nonnegative rectangular tensor
by: Zhou, Guanglu, et al.
Published: (2013)
by: Zhou, Guanglu, et al.
Published: (2013)
Source separation of solid waste for recycling practice at household level in Johor and Selangor, Malaysia
by: Moh, Yiing Chiee
Published: (2017)
by: Moh, Yiing Chiee
Published: (2017)
Interpretation of BOLD events using fMRI at 7 Tesla
by: Tan, Francisca Marie
Published: (2017)
by: Tan, Francisca Marie
Published: (2017)
Nonnegative polynomial optimization over unit spheres and convex programming relaxations
by: Zhou, Guanglu, et al.
Published: (2012)
by: Zhou, Guanglu, et al.
Published: (2012)
A pairing-based blind signature scheme with message recovery
by: Han, Song, et al.
Published: (2005)
by: Han, Song, et al.
Published: (2005)
Performance of methods for meta-analysis of diagnostic test accuracy with few studies or sparse data
by: Takwoingi, Yemisi, et al.
Published: (2015)
by: Takwoingi, Yemisi, et al.
Published: (2015)
Structural damage identification using improved Jaya algorithm based on sparse regularization and Bayesian inference
by: Ding, Z., et al.
Published: (2019)
by: Ding, Z., et al.
Published: (2019)
Inverse nonnegative local coordinate factorization for visual tracking
by: Liu, Fanghui, et al.
Published: (2017)
by: Liu, Fanghui, et al.
Published: (2017)
Nonnegative shared subspace learning and its application to social media retrieval
by: Gupta, Sunil, et al.
Published: (2010)
by: Gupta, Sunil, et al.
Published: (2010)
Blind estimation of MIMO relay channels
by: Chiong, Choo Wee Raymond, et al.
Published: (2014)
by: Chiong, Choo Wee Raymond, et al.
Published: (2014)
Prevalence of blindness in children
by: Crewe, Julie, et al.
Published: (2012)
by: Crewe, Julie, et al.
Published: (2012)
Similar Items
-
A convex geometry based blind source separation method for separating nonnegative sources
by: Yang, Z., et al.
Published: (2014) -
A Projection-Pursuit-Based Method for Blind Separation of Nonnegative Sources
by: Yang, Z., et al.
Published: (2013) -
Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012) -
Face hallucination based on sparse local-pixel structure
by: Li, Yongchao, et al.
Published: (2014) -
Blind Source Separation of Internal Combustion Engine Vibration Signals
by: Liu, Xianhua, et al.
Published: (2005)