I am a postdoctoral researcher in the research group of Dr. Shankar Sastry at the University of California, Berkeley. I recently graduated with a Ph.D. in the department of Electrical and Computer Engineering at the Johns Hopkins University, under the supervision of Dr. Rene Vidal. My research interests include computer vision and machine learning.

EDUCATION

Ph.D. in Electrical and Computer Engineering, Johns Hopkins University (2010)

M.S.E. in Electrical and Computer Engineering, Johns Hopkins University (2007)

B. Tech. in Electrical Engineering, Indian Institute of Technology, Bombay (2004)

RESEARCH EXPERIENCE

Postdoctoral Researcher, University of California, Berkeley (2010 - present)

Research Assistant, Center for Imaging Science, Johns Hopkins University (2004 - 2010)

Research Intern, Microsoft Research, Cambridge, UK (2008)

Research Intern, Siemens Corporate Research, Princeton, NJ (2007)

AWARDS AND ACADEMIC HONORS

Recipient of reviewer award in CVPR '11, ICCV '11 and ICCV '07

CONTACT

Email: dheeraj [at] cis [dot] jhu [dot] edu

Phone: (+1) 410-916-3255

DHEERAJ SINGARAJU

RESEARCH INTERESTS

Computer vision: Multi-class object segmentation, interactive image segmentation and image matting, MRF formulations for labeling problems, motion analysis of rigid/non-rigid objects in dynamic scenes

Machine learning: subspace clustering and segmentation