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.

Faculty


Muthuvel Arigovindan

Muthuvel Arigovindan

Multidimensional Image Restoration, Biomedical Image Reconstruction, Inverse Problems in Microscopy

Chiranjib Bhattacharyya

Machine Learning, Convex Optimization, Bioinformatics

Soma Biswas

Soma Biswas

Computer Vision, Pattern Recognition, Image Processing

Anirban Chakraborty

Anirban Chakraborty

Video Analytics, Biological and Medical Image Analysis

Ambedkar Dukkipati

Ambedkar Dukkipati

Statistical Machine Learning, Spectral Graph Methods, Deep Learning, Algorithmic Algebra

Kunal Narayan Chaudhury

Kunal Narayan Chaudhury

Fast algorithms for kernel-based filtering, Convex optimization, Patch-based Algorithms.

 Prasanta Kumar Ghosh

Prasanta Kumar Ghosh

Analysis and Modeling of Speech Production, Non-stationary Signal Processing Methods, Auditory Motivated Signal Processing, Sampling Theory, Nonuniform Sampling and Interpolation.

Venu Madhav Govindu

Venu Madhav Govindu

Robust Approaches to Motion Averaging, Large-scale Structure-from-motion Pipelines, Large-scale Dense Reconstructions.

Vijay Natarajan

Vijay Natarajan

Scientific Visualization, Computational Topology, Computational Geometry, And Geometry Processing

Venkatesh Babu Radhakrishnan

Signal Processing, Compression, Machine Vision, Image/video Processing, Pattern Recognition and Multimedia

A G Ramakrishnan

A G Ramakrishnan

Speech Processing, Optical Character Recognition, Machine Listening, Medical Image Processing, and Speech Synthesis.

Sastry P S

Machine Learning, Pattern Recognition, Data Mining, Learning Automata, Statistical issues in Machine Learning

Chandra Sekhar Seelamantula

Chandra Sekhar Seelamantula

Signal/Image Processing, Sparse Signal Processing, Linear and Quadratic Inverse Problems, Machine Learning

Rajiv Soundararajan

Virtual Reality, Image/Video Quality Assessment and Enhancement, Streaming Video

Phaneendra K. Yalavarthy

Phaneendra K. Yalavarthy

Computational Methods In Medical Imaging, Medical Image Processing (reconstruction/analysis), Physiological Signal Processing, Photoacoustic Tomography, And Diffuse Optical Tomography