Vineeth N Balasubramanian

picture of CUbiC member

Vineeth N Balasubramanian

Position

Assistant Research Professor

Department

Computer Science Engineering

Joined CUbiC

-

Contact

vineeth.nb@asu.edu

History

Former ASU student.

Research Profile

Vineeth joined CUbiC in August 2005 as a PhD student in the Department of Computer Science and Engineering (now, the School of Computing and Informatics). Before coming to CUbiC, he had worked on video segmentation and mosaicing in the MPEG domain as part of his Masters thesis in India. At CUbiC, his initial work included projects on surgical skill analysis with the Banner Good Samaritan hospital, and on scientific visualization of medical imaging data. Currently, he works on pattern recognition problems related to face analysis, with a focus on head pose estimation. His research work is centered on coming up with confidence measures associated with pattern recognition algorithms. His broad research interests include computer vision, pattern recognition, machine learning, human computer interaction with an emphasis towards high-dimensional data analysis, learning theory, and statistical approaches in pattern recognition.

Publications

Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics
S. Chakraborty, V.N. Balasubramanian, S. Panchanathan,
2010
Enhancing Social Interactions of Individuals with Visual Impairments: A Case Study for Assistive Machine Learning
V.N. Balasubramanian, S. Chakraborty, S. Krishna, S. Panchanathan,
2010
Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework
V.N. Balasubramanian, J. Ye, S. Chakraborty, S. Panchanathan,
2010
Multiple Kernel Learning for Efficient Conformal Predictions
V.N. Balasubramanian, S. Chakraborty, Panchanathan S,
2010
Learning from Summaries of Videos: Applying Batch Mode Active Learning to Face-based Biometrics
S. Chakraborty, V. Balasubramanian, S. Panchanathan,
2010