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 Mode Active Learning
S. Chakraborty, V. Balasubramanian, S. Panchanathan,
2011
Optimization-based Domain Adaptation towards Person-Adaptive Classification Models
R. Chattopadhyay, S. Chakraborty, V.N. Balasubramanian, S. Panchanathan,
2011
Active Batch Selection for Fuzzy Classification in Facial Expression Recognition
S. Chakraborty, H. Venkateswara, V. Balasubramanian, S. Panchanathan,
2011
Optimal Batch Selection for Active Learning in Multi-label Classification
S. Chakraborty, V. Balasubramanian, S. Panchanathan,
2011
Enriching Social Situational Awareness in Remote Interactions: Insights and Inspirations from Disability Focused Research
S. Krishna, V.N. Balasubramanian, S. Panchanathan,
2010