Text-guided Explorable Image Super-resolution
Published in IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024
Curriculum Vitae
A pdf version of my CV can be found here (updated Dec 22).
Education
- Ph.D in Electrical Engineering
- Indian Institute of Technology Madras, 2013
- M.S in Electrical Engineering
- Indian Institute of Technology Madras, 2007
- B.E. in Telecommunications Engineering
- Rashtreeya Vidyalaya College of Engineering, affiliated to Visvesvaraya Technological University 2005
Academic Experience
- Since 2017: Postdoctoral Researcher
- Computer Graphics Group, University of Siegen
- Supervisor: Prof. Dr. Andreas Kolb
- 2013-2017: Postdoctoral Researcher
- Computer Vision Group, University of Bern
- Supervisor: Prof. Dr. Paolo Favaro
- 2007-2013: PhD Candidate
- Image Processing and Computer Vision Lab, Indian institute of Technology, Madras
- Supervisor: Prof. Dr. A N Rajagopalan
- 2005-2007: Student Researcher
- Image Processing and Computer Vision Lab, Indian institute of Technology, Madras
- Supervisor: Prof. Dr. A N Rajagopalan
Funding
- 2020-2023: DFG grant from the German Research Foundation for the project “Deep Models for Handheld Light Field Acquisition” (331k Euro)
Publications
On the unreasonable vulnerability of transformers for image restoration–and an easy fix
Published in ICCV 2023 Workshop on Adversarial Robustness In the Real World, 2023
Exploring Open Domain Image Super-Resolution through Text
Published in ICML 2023 Workshop on Artificial Intelligence & Human-Computer Interaction, 2023
Evaluating Adversarial Robustness of Low dose CT Recovery
Published in Medical Imaging with Deep Learning (MIDL), 2023
LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models
Published in British Machine Vision Conference (BMVC), 2022
On Adversarial Robustness of Deep Image Deblurring
Published in IEEE International Conference on Image Processing (ICIP), 2022
A Generative Model for Generic Light Field Reconstruction
Published in IEEE Transactions on Pattern Analysis \& Machine Intelligence, 2022
Light Field Implicit Representation for Flexible Resolution Reconstruction
Published in arxiv, 2021
Blind Single Image Reflection Suppression for Face Images using Deep Generative Priors
Published in IEEE/CVF International Conference on Computer Vision Workshops, 2019
A Bit Too Much? High Speed Imaging from Sparse Photon Counts
Published in IEEE International Conference on Computational Photography (ICCP), 2019
Plenoptic Image Motion Deblurring
Published in IEEE Transactions on Image Processing, 2018
Motion Deblurring in the Wild
Published in German Conference on Pattern Recognition, 2017
Convnet-based depth estimation, reflection separation and deblurring of plenoptic images
Published in Asian Conference on Computer Vision, 2016
Bilayer Blind Deconvolution With the Light Field Camera
Published in IEEE International Conference on Computer Vision Workshops, 2015
HDR imaging in the presence of motion blur
Published in Motion Deblurring: Algorithms and Systems, Cambridge University Press (Book Chapter), 2014
Shape from Sharp and Motion-Blurred Image Pair
Published in International Journal of Computer Vision, 2013
Non-Uniform Deblurring in HDR Image Reconstruction
Published in IEEE Transactions on Image Processing, 2013
Motion blur for motion segmentation
Published in IEEE International Conference on Image Processing, 2013
Non-uniform motion deblurring for bilayer scenes
Published in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
HDR imaging under non-uniform blurring
Published in European Conference on Computer Vision Workshops, 2012
Depth from motion and optical blur with an unscented Kalman filter
Published in IEEE Transactions on Image Processing, 2012
Inferring Image Transformation and Structure from Motion-Blurred Images
Published in British Machine Vision Conference, 2010
Unscented transformation for depth from motion-blur in videos
Published in IEEE Conference on Computer Vision and Pattern Recognition-Workshops, 2010
Image matching with higher-order geometric features
Published in Optical Society of America, 2010
Efficient geometric matching with higher-order features
Published in 19th International Conference on Pattern Recognition, 2008
Reviewing
Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence 2016-2022
- IEEE Transactions on Computational Imaging 2016-2022
- IEEE Transactions on Image Processing 2013-2022
- SPIE Journal of Electronic Imaging 2018
- IEEE Transactions on Industrial Electronics 2015-2016
- Computer Vision and Image Understanding 2015
- Journal of Visual Communication and Image Representation 2014
- Elsevier Measurement Journal 2014
Conferences
- CVPR 2022, 2023
- ECCV 2022
- BMVC 2022
- 3DV 2014
- NCC 2008