Research summary
I work in computational imaging, where we combine illumination, sensing and computation in innovative ways to extract information from the environment in a way that a traditional camera cannot. My current work applies the principles of computational imaging to improve visual feedback in neurosurgery.
My PhD work involved building optical imaging systems that use the wave nature of light to achieve exciting capabilities such as seeing through scattering media and micron-scale depth acquisition, with applications in biomedical imaging and industrial fabrication. Some of these are possible only in the lab now: We brought them out in the open! For more on our work on interferometric imaging, please see our SIGGRAPH course.
Projects
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SIGGRAPH 2023 course on Computational Interferometric Imaging
Alankar Kotwal, Florian Willomitzer and Ioannis Gkioulekas
ACM SIGGRAPH 2023 Courses
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recording |
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SIGGRAPH blog feature!
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Passive Micron-scale Time-of-Flight with Sunlight Interferometry
Alankar Kotwal, Anat Levin and Ioannis Gkioulekas
IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2023
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project page |
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optical setup
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Swept-Angle Synthetic Wavelength Interferometry
Alankar Kotwal, Anat Levin and Ioannis Gkioulekas
IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2023
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project page |
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optical setup
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Interferometric Transmission Probing with Coded Mutual Intensity
Alankar Kotwal, Anat Levin and Ioannis Gkioulekas
ACM Transactions on Graphics (SIGGRAPH), 2020
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project page |
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optical setup
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Signal Sensing and Reconstruction Paradigms for a Multi-Source Static Computed Tomography System
Alankar Kotwal, Avilash Cramer, Dufan Wu, Kai Yang, Wolfgang Krull, Ioannis Gkioulekas and Rajiv Gupta
IEEE International Conference on Acoustics, Speech and Signal Processing, 2020
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Designing constrained projections for compressed sensing: mean errors and anomalies with coherence
Dhruv Shah, Alankar Kotwal and Ajit Rajwade
IEEE Global Conference on Signal and Information Processing, 2018
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code
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Joint desmoking, specularity removal, and denoising of laparoscopy images via graphical models and Bayesian inference
Ayush Baid, Alankar Kotwal, Riddhish Bhalodia, Shabbir N. Merchant and Suyash P. Awate
IEEE International Symposium on Biomedical Imaging, 2017
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code
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Joint desmoking and denoising of laparoscopy images
Alankar Kotwal, Riddhish Bhalodia and Suyash P. Awate
IEEE International Symposium on Biomedical Imaging, 2016
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code
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Optimizing matrices for compressed sensing using existing goodness measures: negative results, and an alternative
Alankar Kotwal and Ajit Rajwade
arXiv:1707.03355 [cs.IT], 2017
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thesis
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Optimizing codes for source separation in color image demosaicing and compressive video recovery
Alankar Kotwal and Ajit Rajwade
arXiv:1609.02135 [cs.CV], 2017
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thesis
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Other projects
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Optimizing nanoparticles for efficient photothermal therapy
with Prof. Maysam Chamanzar, Electrical and Computer Engineering, Carnegie Mellon University
Nano-Bio-Photonics course project, Spring 2020
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The IIT Bombay Mars Rover project
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report
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Estimating cosmological photometric redshifts with machine learning
with Prof. Robert Brunner, Astrophysics, Univ. of Illinois at Urbana-Champaign
Google Summer of Code, 2014
code
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Fourier ptychography for histological eye section imaging
L. V. Prasad Eye Hospital, Hyderabad, India
Winter internship, 2014
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Star variability analysis to detect exoplanets in NGC2419
National Initiative on Undergraduate Sciences (Tata Institute of Fundamental Research, India)
Winter project, 2015
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code
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An X-ray study of black hole candidate X Norma X-1
National Initiative on Undergraduate Sciences (Tata Institute of Fundamental Research, India)
Winter project, 2013
report
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FPGA-based pipelined RISC microprocessors implementing two architectures
Indian Institute of Technology, Bombay
Microprocessors course project, 2014
lca-processor code |
lc-3b-processor code
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Last updated July 2023. Thanks, Jon Barron, for the template!
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