Dr. Vidya Manian
Department of Electrical and Computer Engineering
University of Puerto Rico
PO Box 9000
Mayaguez, PR 00681-9000
Office: CID Bldg. 221, S-408
Phone: (787) 832 4040 x 5845, 5840, 3650
Fax: (787) 832-2825
NEUROIMAGING BIG DATA ANALYTICS
Signal acquisition, analysis, processing, and data analytics.
Brain Computer Interfaces (BCI) design, implementation and testing.
Electroencephalogram (EEG) connectivity in human perception.
Sparse EEG Signal, Hyperspectral image processing, Target Detection.
Design and implementation of Brain Machine Interfaces using Python, LabVIEW, C++ and JAVA
BRAIN COMPUTER INTERFACE Lab (BCI Lab)
With the first lady Sra. Wilma Pastrana (Wife of the Governor of PR) at La Fortaleza (Governor's house in San Juan), honored by the first lady as one of the women contributing to Education, art and business in Puerto Rico.
Distinguished Professor of Research Award -9 May 2014
Distinguished Professor of Electrical & Computer Engineering - 5 May 2015
Estimation, Detection and Stochastic Processes INEL 6078
Data Structures ICOM 4035
Signals and Systems INEL 4095
Digital Signal Processing INEL 5309
Pattern Recognition INEL 5046
Introduction to Remote Sensing INEL 6007
Digital Image Processing INEL 6209
Fundamentals of Computing-ICOM 4075
Image Processing-INEL 5327
Electrical System Analysis II-INEL 4102
SELECTED JOURNAL AND IEEE CONFERENCE PUBLICATIONS
J. Tantiongloc, D. A. Mesa, R. Ma, S. Kim, C. H. Alzate, J. Camacho, V. Manian and T. P. Coleman, "An information and control framework for optimizing user-complaint human computer interfaces," JOURNAL of PROC. OF THE IEEE 105.2, 273-285, 2017
A. Alarcon, M.R.Rwebangira, M.F. Chouika and V. Manian, "A new methodology based on level sets for target detection in hyperspectral images," IEEE Trans. Geoscience and Remote Sensing, Vol. 54, No. 9, 5385-5396, 2016
A. Sotomayor, J. Vidal, O. Medina and V. Manian, "Biodiversity assessment in coral reef benthic habitats using hyperspectral images," IEEE SMC World Automation Congress, DOI: 10.1109/WAC.2016.7582946, IEEE, Oct. 2016.
O. Medina and V. Manian, "A hierarchical semantic memory model for classification of motion capture data," IEEE SMC World Automation Congress, DOI: 10.1109/WAC.2016.7582947, IEEE, Oct. 2016.
O. Nieves and V. Manian, "Automatic person authentication using fewer channel EEG motor imagery," IEEE SMC World Automation Congress, DOI: 10.1109/WAC.2016.7582945, IEEE, Oct. 2016.
J. Camacho and V.Manian, "Real-time single channel EEG motor imagery based Brain Computer Interface, "IEEE SMC World Automation COngress, DOI:10.1109/WAC.2016.7582973, IEEE, Oct. 2016.
O. Medina, V. Manian and J. D. Chinea, "Biodiversity assessment using hierarchical agglomerative clustering and spectral unmixing over hyperspectral images," Sensors Journal, 13(10), 13949-13959, 2013.
S. Huaman and V. Manian, "Object segmentation in hyperspectral images using active contours and graph cuts," Intl. Journal of Remote Sensing, Vol. 33, NO. 4, pp. 1246-1263, Feb. 2012.
S. Velasco-Forero and V. Manian, "Improving hyperspectral image classification using spatial preprocessing," IEEE Trans. Geoscience and Remote Sensing Letters, Vol. 6, No. 2, pp. 297-301, April 2009.
V. Manian and M. Velez-Reyes, "Support vector classification of land cov er and benthic habitat from hyperspectral iamges," Intl. Journal of high speed electornics and systems, Vol. 18, NO. 2, pp. 337-348, June 2008.
V. Manian and L. O. Jimenez, "Land cover and benthic habitat classification using texture features from multispectral and hyperspectral images," Journal of Electronic Imaging, SPIE, VOl. 16, No. 2, 2007.
V. Manian and A. Ross, “Face detection using statistical and multi-resolution texture features.” Multimedia Cyberspace Journal, Special Issue on Pattern Recognition and Bioinformatics, Vol. 3, No. 3, pp. 1-9, 2005.
V. Manian and R. Vasquez, “Texture discrimination based on neural dynamics of visual perception.” In IEEE Joint Intl. conf. Neural Networks, Proceedings IEEE, Portland, Oregon, July 2003.
V. Manian and R. Vasquez, “Approaches to color and texture based image classification.” Journal of Optical Engineering, SPIE, Vol. 41, No. 7, pp. 1480-1490, July 2002.
V. Manian, R. Vásquez, and P. Katiyar, “Texture classification using logical operators.” IEEE Trans. on image processing, Vol. 9, No: 10, pp. 1693-1703, Oct. 2000.
V. Manian and R. Vásquez, “Scaled and rotated texture classification using a class of basis functions.” Journal of Pattern Recognition, Vol. 31, No. 12, pp. 1937-1948, 1998