Leonardo R. Bachega, Ph.D.
Affiliations: | 2013 | Electrical and Computer Engineering | Purdue University, West Lafayette, IN, United States |
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"Leonardo Bachega"Parents
Sign in to add mentor| Charles A. Bouman | grad student | 2013 | Purdue | |
| (Analysis, detection and classification of signals using scalar and vector sparse matrix transforms.) | ||||
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Publications
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| Bachega L, Hariharan S, Bouman C, et al. (2015) Distributed Signal Decorrelation and Detection in Multi View Camera Networks Using the Vector Sparse Matrix Transform. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society |
| Bachega LR, Bouman CA. (2014) Distributed vector decorrelation and anomaly detection using the vector Sparse Matrix Transform Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3410-3414 |
| Cao G, Bachega LR, Bouman CA. (2011) The sparse matrix transform for covariance estimation and analysis of high dimensional signals. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 625-40 |
| Bachega LR, Hariharan S, Bouman CA, et al. (2011) Distributed signal decorrelation in wireless sensor networks using the sparse matrix transform Proceedings of Spie - the International Society For Optical Engineering. 8058 |
| Theiler J, Cao G, Bachega LR, et al. (2011) Sparse matrix transform for hyperspectral image processing Ieee Journal On Selected Topics in Signal Processing. 5: 424-437 |
| Bachega LR, Theiler J, Bouman CA. (2011) Evaluating and improving local hyperspectral anomaly detectors Proceedings - Applied Imagery Pattern Recognition Workshop |
| Bachega LR, Bouman CA, Theiler J. (2010) Hypothesis testing in high-dimensional space with the Sparse Matrix Transform 2010 Ieee Sensor Array and Multichannel Signal Processing Workshop, Sam 2010. 181-184 |
| Bachega LR, Bouman CA. (2010) Classification of high-dimensional data using the sparse matrix transform Proceedings - International Conference On Image Processing, Icip. 265-268 |
| Bachega LR, Cao G, Bouman CA. (2010) Fast signal analysis and decomposition on graphs using the sparse matrix transform Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5426-5429 |
| Hariharan S, Bachega LR, Shroff NB, et al. (2010) Communication efficient signal detection in correlated clutter for wireless sensor networks Conference Record - Asilomar Conference On Signals, Systems and Computers. 1427-1431 |