Bhanu is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE), the American Association for the Advancement of Science (AAAS), the International Association for Pattern Recognition (IAPR), the International Society for Optical Engineering (SPIE), and the American Institute for Medical and Biological Engineering (AIMBE).Bhanu is also a member of ACM, AAAI, and BMES.