Welcome,
PhD Thesis:
Resume: My resume is available here (in pdf) : Resume
- My name is Neha Bhargava. I am a Doctoral candidate in the department of Electrical Engineering of Indian Institute of Technology Bombay, Mumbai, India. My PhD advisor is Prof. Subhasis Chaudhuri.
PhD Thesis:
Understanding crowd behavior is a
difficult task due to its variability and complexity. The purpose of
the thesis is to analyse crowd motion at various levels of granularity
- Individual, Group and Collective. We proposed a unified
framework for identifying the groups and the activities performed at
each level. We also argue that groups form a primary entity of a crowd.
The groups decides the collective nature of the crowd as well as the
individual activity of its members. Based on this intuition, we
proposed a complete framework for multi-target tracking, group
detection and activity recognition.
Research Interests: Tracking, Object detection, Activity recognition, Group based crowd analysis, Motion modelling and analysis
Past:
2008-2011: Research Member, Bharat Electronics Ltd, Bangalore
2006-2008: M. Tech in Electrical Engg. from IIT Bombay
2002:2006: B. E. in Biomedical Engg. from S.G.S.I.T.S., Indore