Angshul Majumdar

IEEE Trans. Smart Grid, 2019

Analysis Co-Sparse Coding for Energy Disaggregation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Blind Denoising Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Matrix completion on multiple graphs: Application in collaborative filtering.

[BibT_eX]

[DOI]

Aanchal Mongia

Signal Process., 2019

Discriminative Autoencoder for Feature Extraction: Application to Character Recognition.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Recurrent transform learning.

[BibT_eX]

[DOI]

Megha Gupta

Neural Networks, 2019

Label-Consistent Transform Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Online single and multiple analysis dictionary learning-based approach for visual object tracking.

[BibT_eX]

[DOI]

Divya Sitani

A. Venkata Subramanyam

J. Electronic Imaging, 2019

Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis.

[BibT_eX]

[DOI]

Prerna Singh

CoRR, 2019

Solving Inverse Problems in Imaging via Deep Dictionary Learning.

[BibT_eX]

[DOI]

D. John Lewis

IEEE Access, 2019

Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings.

[BibT_eX]

[DOI]

IEEE Access, 2019

Transform Learning Based Function Approximation for Regression and Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

Siamese Deep Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Age and Gender Estimation via Deep Dictionary Learning Regression.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Supervised Kernel Transform Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Multi Label Restricted Boltzmann Machine for Non-intrusive Load Monitoring.

[BibT_eX]

[DOI]

Sagar Verma

Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Latent Factor Model for Predicting Drug Target Interactions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Deeply Coupled Graph Structured Autoencoder for Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019

2018

Deep Sparse Coding for Non-Intrusive Load Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Single Point Conducted EMI Sensor With Intelligent Inference for Detecting IT Appliances.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

Graph structured autoencoder.

[BibT_eX]

[DOI]

Neural Networks, 2018

MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis.

[BibT_eX]

[DOI]

CoRR, 2018

Indian Regional Movie Dataset for Recommender Systems.

[BibT_eX]

[DOI]

Prerna Agarwal

Richa Verma

CoRR, 2018

Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements".

[BibT_eX]

[DOI]

IEEE Access, 2018

Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements.

[BibT_eX]

[DOI]

IEEE Access, 2018

Disaggregating Transform Learning for Non-Intrusive Load Monitoring.

[BibT_eX]

[DOI]

Megha Gaur

IEEE Access, 2018

Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification.

[BibT_eX]

[DOI]

Balamuralidhar Purushothaman

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-spectral missing label prediction via restoration using deep residual dictionary learning.

[BibT_eX]

[DOI]

Karthik Seemakurthy

Jayavardhana Gubbi

Shailesh S. Deshpande

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Hierarchical Autoencoder for Collaborative Filtering.

[BibT_eX]

[DOI]

Shubham Maheshwari

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender Systems.

[BibT_eX]

[DOI]

Shantanu Jain

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Robust Supervised Sparse Coding for Non-Intrusive Load Monitoring.

[BibT_eX]

[DOI]

Megha Gupta

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals.

[BibT_eX]

[DOI]

Brojeshwar Bhowmick

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Semi-coupled Transform Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Convolutional Transform Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Adaptive Deep Dictionary Learning for MRI Reconstruction.

[BibT_eX]

[DOI]

D. John Lewis

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Discriminative Autoencoder.

[BibT_eX]

[DOI]

Angshuman Paul

Dipti Prasad Mukherjee

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Unsupervised Deep Transform Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Regressing Kernel Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Machine Load Estimation Via Stacked Autoencoder Regression.

[BibT_eX]

[DOI]

Tulika Bose

Tanushyam Chattopadhyay

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Transformed Locally Linear Manifold Clustering.

[BibT_eX]

[DOI]

Émilie Chouzenoux

Proceedings of the 26th European Signal Processing Conference, 2018

Identity Aware Synthesis for Cross Resolution Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Hierarchical Representation Learning for Kinship Verification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Detecting Silicone Mask-Based Presentation Attack via Deep Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2017

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2017

Kernel transform learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Class sparsity signature based Restricted Boltzmann Machine.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

RODEO: Robust DE-aliasing autoencOder for real-time medical image reconstruction.

[BibT_eX]

[DOI]

Janki Mehta

Pattern Recognit., 2017

Face Verification via Class Sparsity Based Supervised Encoding.

[BibT_eX]

[DOI]

Richa Singh

Mayank Vatsa

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Balancing accuracy and diversity in recommendations using matrix completion framework.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Group sparse autoencoder.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

DiABlO: Optimization based design for improving diversity in recommender system.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Energy efficient EEG acquisition and reconstruction for a Wireless Body Area Network.

[BibT_eX]

[DOI]

Integr., 2017

Class-wise deep dictionary learning.

[BibT_eX]

[DOI]

Prerna Khurana

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Robust greedy deep dictionary learning for ECG arrhythmia classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Asymmetric stacked autoencoder.

[BibT_eX]

[DOI]

Aditay Tripathi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Noisy deep dictionary learning: Application to Alzheimer's Disease classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Cold-start, warm-start and everything in between: An autoencoder based approach to recommendation.

[BibT_eX]

[DOI]

Anant Jain

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Kernel group sparse representation based classifier for multimodal biometrics.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Greedy deep transform learning.

[BibT_eX]

[DOI]

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

Learning autoencoders with low-rank weights.

[BibT_eX]

[DOI]

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

Motion blur removal via coupled autoencoder.

[BibT_eX]

[DOI]

Brojeshwar Bhowmick

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

Face Sketch Matching via Coupled Deep Transform Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Gender and ethnicity classification of Iris images using deep class-encoder.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Robust transform learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Collaborative Filtering with Label Consistent Restricted Boltzmann Machine.

[BibT_eX]

[DOI]

Sagar Verma

Prince Patel

Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Joint-sparse dictionary learning: Denoising multiple measurement vectors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Impulse denoising via transform learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

How to Train Your Neural Network with Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 Data Compression Conference, 2017

Deep Blind Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 Data Compression Conference, 2017

Noisy Deep Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

Supervised Analysis Dictionary Learning: Application in Consumer Electronics Appliance Classification.

[BibT_eX]

[DOI]

Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

2016

Hyperspectral Unmixing in the Presence of Mixed Noise Using Joint-Sparsity and Total Variation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Impulse denoising for hyper-spectral images: A blind compressed sensing approach.

[BibT_eX]

[DOI]

Naushad Ansari

Pravesh Biyani

Signal Process., 2016

Hyperspectral Image Denoising Using Spatio-Spectral Total Variation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Removing sparse noise from hyperspectral images with sparse and low-rank penalties.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2016

Group sparse representation based classification for multi-feature multimodal biometrics.

[BibT_eX]

[DOI]

Inf. Fusion, 2016

Greedy Deep Dictionary Learning.

[BibT_eX]

[DOI]

CoRR, 2016

How to Train Your Deep Neural Network with Dictionary Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Deep Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Access, 2016

Greedy deep dictionary learning for hyperspectral image classification.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Sparse filtering based hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Real-time reconstruction of EEG signals from compressive measurements via deep learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Class-wise deep dictionaries for EEG classification.

[BibT_eX]

[DOI]

Prerna Khurana

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparsely connected autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust estimation for subspace based classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Compressive hyper-spectral imaging in the presence of real noise.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Alternate formulation for transform learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Stacked Robust Autoencoder for Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Nuclear Norm Regularized Randomized Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Semi Supervised Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Low rank group sparse representation based classifier for pose variation.

[BibT_eX]

[DOI]

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

Robust dictionary learning: Application to signal disaggregation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A sparse regression based approach for cuff-less blood pressure measurement.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Nuclear norm regularized robust dictionary learning for energy disaggregation.

[BibT_eX]

[DOI]

Megha Gupta

Proceedings of the 24th European Signal Processing Conference, 2016

Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery.

[BibT_eX]

[DOI]

Ankita Raj

Proceedings of the 2016 Data Compression Conference, 2016

Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-Linear Measurements.

[BibT_eX]

[DOI]

Proceedings of the 2016 Data Compression Conference, 2016

Supervised Learning in Matrix Completion Framework for Recommender System Design.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Management of Data, 2016

2015

High-resolution radar imaging of moving humans using doppler processing and compressed sensing.

[BibT_eX]

[DOI]

Shobha Sundar Ram

IEEE Trans. Aerosp. Electron. Syst., 2015

Exploiting spatiospectral correlation for impulse denoising in hyperspectral images.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2015

Matrix completion incorporating auxiliary information for recommender system design.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2015

Blind Compressive Sensing Framework for Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2015

Row-sparse blind compressed sensing for reconstructing multi-channel EEG signals.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

Exploiting inter-channel correlation in EEG signal reconstruction.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

Energy efficient EEG sensing and transmission for wireless body area networks: A blind compressed sensing approach.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

A Comprehensive Recommender System Model: Improving Accuracy for Both Warm and Cold Start Users.

[BibT_eX]

[DOI]

IEEE Access, 2015

Hyperspectral impulse denoising with sparse and low-rank penalties.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Compressive hyper-spectral imaging in the presence of impulse noise.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Blind hyperspectral denoising.

[BibT_eX]

[DOI]

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Blind compressive hyper-spectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Mixed Gaussian and impulse denoising of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Learning space-time dictionaries for blind compressed sensing dynamic MRI reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Discriminative label consistent dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Frontal face recognition from video via rank-aware multiple measurement vector recovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Matrix factorization model using Kacmarz algorithm: Application in sensor localization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Low-rank matrix recovery from non-linear observations.

[BibT_eX]

[DOI]

Protim Bhattacharjee

Prerna Khurana

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Learning the sparsity basis in low-rank plus sparse model for dynamic MRI reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Combining sparsity with rank-deficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Hyper-spectral impulse denoising: A row-sparse Blind Compressed Sensing formulation.

[BibT_eX]

[DOI]

Naushad Ansari

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Kronecker Compressed Sensing formulation for energy efficient EEG sensing.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

Scale-rotation invariant features from Non-Subsampled Contourlets.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

SVD free matrix completion with online bias correction for Recommender systems.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

Multi-spectral demosaicing: A joint-sparse elastic-net formulation.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

2014

A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network.

[BibT_eX]

[DOI]

Sensors, 2014

Non-convex row-sparse multiple measurement vector analysis prior formulation for EEG signal reconstruction.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2014

Sparse recovery on GPUs: Accelerating the Iterative Soft-Thresholding Algorithm.

[BibT_eX]

[DOI]

Achal Shah

Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

A Blind Compressed Sensing formulation for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Non linear sparse recovery algorithm.

[BibT_eX]

[DOI]

Pallavi Das

Mansi Jain

Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Single-sensor multi-spectral image demosaicing algorithm using learned interpolation weights.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Generalized Synthesis and Analysis Prior Algorithms with Application to Impulse Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Matrix Recovery Using Split Bregman.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Split Bregman algorithms for sparse / joint-sparse and low-rank signal recovery: Application in compressive hyperspectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Parallelizing sparse recovery algorithms: A stochastic approach.

[BibT_eX]

[DOI]

Achal Shah

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Improved MRI reconstruction via non-convex elastic net.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Accelerating low-rank matrix completion on GPUs.

[BibT_eX]

[DOI]

Achal Shah

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Metadata based recommender systems.

[BibT_eX]

[DOI]

Paritosh Mittal

Aishwarya Jain

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Energy efficient acquisition and reconstruction of EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Distributed Elastic Net Regularized Blind Compressive Sensing for Recommender System Design.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Management of Data, 2014

Compressive sensing multi-spectral demosaicing from single sensor architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013

Rank Awareness in Group-Sparse Recovery of Multi-Echo MR Images.

[BibT_eX]

[DOI]

Sensors, 2013

Calibrationless Parallel Magnetic Resonance Imaging: A Joint Sparsity Model.

[BibT_eX]

[DOI]

Kunal Narayan Chaudhury

Sensors, 2013

Gabor based analysis prior formulation for EEG signal reconstruction.

[BibT_eX]

[DOI]

Mir Mohsina

Biomed. Signal Process. Control., 2013

Multi-spectral demosaicing technique for single-sensor imaging.

[BibT_eX]

[DOI]

Proceedings of the Fourth National Conference on Computer Vision, 2013

Erratum: Dynamic CT Reconstruction by Smoothed Rank Minimization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Dynamic CT Reconstruction by Smoothed Rank Minimization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Exploiting sparsity and rank-deficiency in dynamic MRI reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Generalized Non-linear Sparse Classifier.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Focuss algorithm for rank aware row-sparse MMV recovery.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Exploiting rank deficiency for MR image reconstruction from multiple partial K-space scans.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

Non-linear sparse and group sparse classifier.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012

Compressed Sensing Based Real-Time Dynamic MRI Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

FOCUSS Based Schatten-p Norm Minimization for Real-Time Reconstruction of Dynamic Contrast Enhanced MRI.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2012

On the choice of Compressed Sensing priors and sparsifying transforms for MR image reconstruction: An experimental study.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2012

Algorithms to Approximately Solve NP Hard Row-Sparse MMV Recovery Problem: Application to Compressive Color Imaging.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

A focuss based method for low rank matrix recovery.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Synthesis and analysis prior algorithms for joint-sparse recovery.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Face recognition from video: An MMV recovery approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Some empirical advances in matrix completion.

[BibT_eX]

[DOI]

Signal Process., 2011

Increasing energy efficiency in sensor networks: blue noise sampling and non-convex matrix completion.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2011

Compressed sensing based MR image reconstruction from multiple partial K-space scans.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

2010

Robust Classifiers for Data Reduced via Random Projections.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Compressed sensing of color images.

[BibT_eX]

[DOI]

Signal Process., 2010

Improved Group Sparse Classifier.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Under-Determined Non-cartesian MR Reconstruction with Non-convex Sparsity Promoting Analysis Prior.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Compressive color imaging with group-sparsity on analysis prior.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Non-convex group sparsity: Application to color imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

A Matrix Completion Approach to Reduce Energy Consumption in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

2009

Image compression by sparse PCA coding in curvelet domain.

[BibT_eX]

[DOI]

Signal Image Video Process., 2009

A comparative study in wavelets, curvelets and contourlets as feature sets for pattern recognition.

[BibT_eX]

[DOI]

Arusharka Bhattacharya

Int. Arab J. Inf. Technol., 2009

Classification via group sparsity promoting regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Classification by Linearity Assumption.

[BibT_eX]

[DOI]

A. Bhattacharya

Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

Discriminative SIFT features for face recognition.

[BibT_eX]

[DOI]

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

2008

Frontal Face Recognition from Video.

[BibT_eX]

[DOI]

Panos Nasiopoulos

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Single image per person face recognition with images synthesized by non-linear approximation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Pseudo-Fisherface method for single image per person face recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Face Recognition by Multiresolution Contourlet Transform on Bit Quantized Facial Images.

[BibT_eX]

S. Ray

A. Bhattacharya

Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Face Recognition by Curvelet Based Feature Extraction.

[BibT_eX]

[DOI]

Tanaya Mandal

Q. M. Jonathan Wu

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Curvelet-Based Multi SVM Recognizer for Offline Handwritten Bangla: A Major Indian Script.

[BibT_eX]

[DOI]

B. B. Chaudhuri

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

A MLP Classifier for Both Printed and Handwritten Bangla Numeral Recognition.

[BibT_eX]

[DOI]