Jyoti Maggu

According to our database, Jyoti Maggu authored at least 25 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering.

Jyoti Maggu, Anurag Goel

Pattern Anal. Appl., December, 2024

Clustering Techniques for Hyperspectral Images Using Joint Analysis Dictionary Learning.

Jyoti Maggu, Pratishtha Verma, Roshan Singh

SN Comput. Sci., October, 2024

2023

Kernelized transformed subspace clustering with geometric weights for non-linear manifolds.

Jyoti Maggu, Angshul Majumdar

Neurocomputing, 2023

2022

FExR.A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network.

Pratishtha Verma, Vasu Aggrawal, Jyoti Maggu

Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, 2022

Transductive Inversion via Deep Transform Learning.

Jyoti Maggu, Shalini Sharma, Angshul Majumdar

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Transformed Subspace Clustering.

Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux

IEEE Trans. Knowl. Data Eng., 2021

2020

Deeply transformed subspace clustering.

Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

Signal Process., 2020

DeConFuse: a deep convolutional transform-based unsupervised fusion framework.

Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

EURASIP J. Adv. Signal Process., 2020

Deep Convolutional Transform Learning - Extended version.

Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

CoRR, 2020

Deep Convolutional Transform Learning.

Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring.

Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis.

Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning.

Vanika Singhal, Jyoti Maggu, Angshul Majumdar

IEEE Trans. Smart Grid, 2019

Label-Consistent Transform Learning for Hyperspectral Image Classification.

Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar

IEEE Geosci. Remote. Sens. Lett., 2019

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

Jyoti Maggu, Prerna Singh, Angshul Majumdar

CoRR, 2019

Supervised Kernel Transform Learning.

Jyoti Maggu, Angshul Majumdar

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Semi-coupled Transform Learning.

Jyoti Maggu, Angshul Majumdar

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

Convolutional Transform Learning.

Jyoti Maggu, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar

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

Unsupervised Deep Transform Learning.

Jyoti Maggu, Angshul Majumdar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Transformed Locally Linear Manifold Clustering.

Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Kernel transform learning.

Jyoti Maggu, Angshul Majumdar

Pattern Recognit. Lett., 2017

Greedy deep transform learning.

Jyoti Maggu, Angshul Majumdar

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

Robust transform learning.

Jyoti Maggu, Angshul Majumdar

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Impulse denoising via transform learning.

Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward

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

2016

Alternate formulation for transform learning.

Jyoti Maggu, Angshul Majumdar

Proceedings of the Tenth Indian Conference on Computer Vision, 2016