Current Research Interests

A large part of my research involves bringing in (artificial) intelligence into data (particularly, image data) acquisition. In this era of BIG data, one should acquire data smartly and measure only what is really needed for the applications at hand. This is a huge motivation for compressed sensing, i.e. acquisition of data directly in compressed format for improvement of acquisition speed and reduction of resources for acquisition. Such resources could include time, radiation, battery power, electricity, etc. Keeping this philsophy in mind, my research interests include the following. A brief presentation regarding some of these topics can be found here. Take a look at our publications, as well as my DBLP record and Google Scholar page. Here below is a word-cloud (obtained from the titles of my research papers from IITB) describing my research interests: