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
Multidimensional Image Restoration, Biomedical Image Reconstruction, Inverse Problems in Microscopy
Chiranjib Bhattacharyya
Machine Learning, Convex Optimization, Bioinformatics
Soma Biswas
Computer Vision, Pattern Recognition, Image Processing
Anirban Chakraborty
Video Analytics, Biological and Medical Image Analysis
Ambedkar Dukkipati
Statistical Machine Learning, Spectral Graph Methods, Deep Learning, Algorithmic Algebra
Kunal Narayan Chaudhury
Fast algorithms for kernel-based filtering, Convex optimization, Patch-based Algorithms.
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
Robust Approaches to Motion Averaging, Large-scale Structure-from-motion Pipelines, Large-scale Dense Reconstructions.
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
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
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
Computational Methods In Medical Imaging, Medical Image Processing (reconstruction/analysis), Physiological Signal Processing, Photoacoustic Tomography, And Diffuse Optical Tomography