Kunal Narayan Chaudhury

Assistant Professor, Electrical Engineering, Indian Institute of Science

Education & Experience

  • Postdoc., Applied and Computational Mathematics, Princeton University.
  • PhD, Computer, Communication, and Information Sciences, EPFL.
  • Research Engineer, Siemens Corporate Technology.
  • ME, System Science and Automation, Indian Institute of Science.
  • BE, Electrical Engineering, Jadavpur University.


  • Fast Algorithms for Image and Video Processing.
  • Image Reconstruction.
  • Convex Optimization: Models and Solvers.
  • Sensor Network Localization from Range Measurements.
  • Protein Conformation using Geometric Methods.
  • Multiview Registration of 3D Range Scans.

Select Publications

  • Fast high-dimensional bilateral and nonlocal means filtering (IEEE TIP 2018).
  • Fast adaptive bilateral filtering (IEEE TIP 2018).
  • On a registration-based approach to sensor network localization (IEEE TSP 2017).
  • Fast and provably accurate bilateral filtering (IEEE TIP 2016).

Recent Teachings

  • Convex Optimization and Applications.
  • Matrix Analysis.