Ajit Rajwade

Sudhansh Peddabomma

Radhendushka Srivastava

Signal Process., April, 2024

Performance bounds for LASSO under multiplicative LogNormal noise: Applications to pooled RT-PCR testing.

[BibT_eX]

[DOI]

Signal Process., January, 2024

Robust Non-adaptive Group Testing under Errors in Group Membership Specifications.

[BibT_eX]

[DOI]

Radhendushka Srivastava

James Saunderson

CoRR, 2024

Unsupervised Model-based Learning for Simultaneous Video Deflickering and Deblotching.

[BibT_eX]

[DOI]

Anuj Fulari

Satish Mulleti

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unlabelled Sensing with Priors: Algorithm and Bounds.

[BibT_eX]

[DOI]

Garweet Sresth

Satish Mulleti

Proceedings of the IEEE International Conference on Acoustics, 2024

Group Testing for Accurate and Efficient Range-Based Near Neighbor Search for Plagiarism Detection.

[BibT_eX]

[DOI]

Harsh Shah

Kashish Mittal

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Group Testing With Side Information via Generalized Approximate Message Passing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Analysis of Tomographic Reconstruction of 2D Images using the Distribution of Unknown Projection Angles.

[BibT_eX]

[DOI]

Sheel Shah

CoRR, 2023

GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates.

[BibT_eX]

[DOI]

Jerin Geo James

Devansh Jain

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Forest: White Matter Fiber Orientation Estimation Using Deep Learning in Diffusion MRI.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Estimating Joint Probability Distribution with Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries.

[BibT_eX]

[DOI]

Pranava Singhal

Waqar Mirza

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Mitigating Object Prior-Bias From Sparse-Projection Tomographic Reconstructions.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

Joint Probability Estimation Using Tensor Decomposition and Dictionaries.

[BibT_eX]

[DOI]

Shaan ul Haque

CoRR, 2022

TL-HARDI: Transform learning based accelerated reconstruction of HARDI data.

[BibT_eX]

[DOI]

Ashutosh Vaish

Anubha Gupta

Comput. Biol. Medicine, 2022

CSR-PERT: Joint framework for MRI and HARDI data reconstruction using perturbed radial trajectory estimated from compressively sensed measurements.

[BibT_eX]

[DOI]

Ashutosh Vaish

Anubha Gupta

Comput. Biol. Medicine, 2022

Joint Probability Estimation U sing Tensor Decomposition and Dictionaries.

[BibT_eX]

[DOI]

Shaan ul Haque

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Two penalized estimators based on variance stabilization transforms for sparse compressive recovery with Poisson measurement noise.

[BibT_eX]

[DOI]

Signal Process., 2021

Analyzing cross-validation in compressed sensing with Poisson noise.

[BibT_eX]

[DOI]

Sudarsanan Rajasekaran

Signal Process., 2021

Contact Tracing Information Improves the Performance of Group Testing Algorithms.

[BibT_eX]

[DOI]

CoRR, 2021

Reconstruction of Sparse Signals under Gaussian Noise and Saturation.

[BibT_eX]

[DOI]

Radhe Srivastava

CoRR, 2021

Recovery of Joint Probability Distribution from One-Way Marginals: Low Rank Tensors and Random Projections.

[BibT_eX]

[DOI]

Jian Vora

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Compressive Signal Recovery Under Sensing Matrix Errors Combined With Unknown Measurement Gains.

[BibT_eX]

[DOI]

Jian Vora

Proceedings of the IEEE International Conference on Acoustics, 2021

Contact Tracing Enhances the Efficiency of Covid-19 Group Testing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Analyzing Cross Validation in Compressed Sensing with Mixed Gaussian And Impulse Measurement Noise With L1 Errors.

[BibT_eX]

[DOI]

Chinmay Gurjarpadhye

Shubhang Bhatnagar

Proceedings of the 29th European Signal Processing Conference, 2021

Reconstruction Of Sparse Signals Using Likelihood Maximization from Compressive Measurements with Gaussian And Saturation Noise.

[BibT_eX]

[DOI]

Radhendushka Srivastava

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Low radiation tomographic reconstruction with and without template information.

[BibT_eX]

[DOI]

Signal Process., 2020

Fourier Based Pre-Processing For Seeing Through Water.

[BibT_eX]

[DOI]

Jerin Geo James

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

MSR-Hardi: Accelerated Reconstruction of Hardi Data Using Multiple Sparsity Regularizers.

[BibT_eX]

[DOI]

Ashutosh Vaish

Anubha Gupta

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Using an Information Theoretic Metric for Compressive Recovery under Poisson Noise.

[BibT_eX]

[DOI]

Sukanya Patil

Signal Process., 2019

Dealing with frequency perturbations in compressive reconstructions with Fourier sensing matrices.

[BibT_eX]

[DOI]

Himanshu Pandotra

Signal Process., 2019

Tomographic reconstruction to detect evolving structures.

[BibT_eX]

[DOI]

CoRR, 2019

Compressive Phase Retrieval under Poisson Noise.

[BibT_eX]

[DOI]

Chinmay Talegaonkar

Parthasarathi Khirwadkar

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Semi-Supervised Robust One-Class Classification in RKHS for Abnormality Detection in Medical Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

AB Initio Tomography With Object Heterogeneity and Unknown Viewing Paramete.

[BibT_eX]

[DOI]

Arunabh Ghosh

Ritwick Chaudhry

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Nonlinear Blind Compressed Sensing Under Signal-Dependent Noise.

[BibT_eX]

[DOI]

Rudrajit Das

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Restoration of Non-Rigidly Distorted Underwater Images Using a Combination of Compressive Sensing and Local Polynomial Image Representations.

[BibT_eX]

[DOI]

Jerin Geo James

Pranay Agrawal

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Learning from past scans: Tomographic reconstruction to detect new structures.

[BibT_eX]

[DOI]

CoRR, 2018

Performance Bounds for Tractable Poisson Denoisers with Principled Parameter Tuning.

[BibT_eX]

[DOI]

Chinmay Talegaonkar

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Perturbed Compressed Sensing Based Single Snapshot DOA Estimation.

[BibT_eX]

[DOI]

Himanshu Pandotra

Rajbabu Velmurugan

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Signal Recovery in Perturbed Fourier Compressed Sensing.

[BibT_eX]

[DOI]

Himanshu Pandotra

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Poisson Low-Rank Matrix Recovery Using the Anscombe Transform.

[BibT_eX]

[DOI]

Pakshal Bohra

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Tomographic Reconstruction using Global Statistical Prior.

[BibT_eX]

[DOI]

CoRR, 2017

Kernel Generalized-Gaussian Mixture Model for Robust Abnormality Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Kernel generalized Gaussian and robust statistical learning for abnormality detection in medical images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Stronger recovery guarantees for sparse signals exploiting coherence structure in dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Performance bounds for Poisson compressed sensing using Variance Stabilization Transforms.

[BibT_eX]

[DOI]

Deepak Garg

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Tomographic Reconstruction Using Global Statistical Priors.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2016

Multi-slice tomographic reconstruction: to couple or not to couple.

[BibT_eX]

[DOI]

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

An image analysis approach for transcription of music played on keyboard-like instruments.

[BibT_eX]

[DOI]

Souvik Sinha Deb

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Tomographic reconstruction from projections with unknown view angles exploiting moment-based relationships.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Dictionary learning for Poisson compressed sensing.

[BibT_eX]

[DOI]

Sukanya Patil

Rajbabu Velmurugan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Comparison of Some Methods for Direct 2D Reconstruction from Discrete Projected Views.

[BibT_eX]

[DOI]

Proceedings of the Discrete Geometry for Computer Imagery, 2016

2015

Image denoising using orthogonal locality preserving projections.

[BibT_eX]

[DOI]

Gitam Shikkenawis

J. Electronic Imaging, 2015

Low bit-rate compression of video and light-field data using coded snapshots and learned dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

2014

Rough set based image denoising for brain MR images.

[BibT_eX]

[DOI]

Ashish Phophalia

Signal Process., 2014

2013

A New Orthogonalization of Locality Preserving Projection and Applications.

[BibT_eX]

[DOI]

Gitam Shikkenawis

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Object boundary detection using Rough Set Theory.

[BibT_eX]

[DOI]

Ashish Phophalia

Proceedings of the Fourth National Conference on Computer Vision, 2013

2012

A new denoising filter for brain MR images.

[BibT_eX]

[DOI]

Ashish Phophalia