The Visual Analytics Group is a team of faculty members and students at the Indian Institute of Science, Bangalore, who share interests in the broad areas of computer vision, signal processing, image processing, and deep learning applications. The faculty members of the group are engaged in cutting-edge research on a rich variety of topics ranging from theoretical foundations to new algorithms and architectures as well as several exciting real-world applications. Highly motivated Doctoral and Masters’ research students complement and expand the energy of the faculty members. The group has initiated partnerships with several industries and research laboratories.
Multidimensional Image Restoration, Biomedical Image Reconstruction, Inverse Problems in Microscopy
Statistical Machine Learning, Spectral Graph Methods, Deep Learning, Algorithmic Algebra
Analysis and Modeling of Speech Production, Non-stationary Signal Processing Methods, Auditory Motivated Signal Processing, Sampling Theory, Nonuniform Sampling and Interpolation.
Scientific Visualization, Computational Topology, Computational Geometry, And Geometry Processing
Speech Processing, Optical Character Recognition, Machine Listening, Medical Image Processing, and Speech Synthesis.
Signal/Image Processing, Sparse Signal Processing, Linear and Quadratic Inverse Problems, Machine Learning
Computational Methods In Medical Imaging, Medical Image Processing (reconstruction/analysis), Physiological Signal Processing, Photoacoustic Tomography, And Diffuse Optical Tomography