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

Adaptive Batch Mode Active Learning
Chakraborty S, Balasubramanian V, Panchanathan S,
2015
BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification
Chakraborty S, Balasubramanian V, Sankar RA, Panchanathan S, Ye J,
2015
Detection of changes in human affect dimensions using an adaptive temporal topic model
P. Lade, V. Balasubramanian, S. Panchanathan, H. Venkateswara,
2013
Multiresolution Match Kernels for Gesture Video Classification
H. Venkateswara, V. Balasubramanian, P. Lade, S. Panchanathan,
2013
Latent Facial Topics for Affect Analysis
P. Lade, V. Balasubramanian, S. Panchanathan,
2013