She received her B. Tech. degree from I. E. T. M. J. P. Rohilkhand University, Bareilly, Uttar Pradesh, and M. Tech. and Ph.D. degree from Indian Institute of Technology Roorkee. Her major fields of interest are Image Classification, Object Tracking, Medical Imaging, Face Recognition.