Jyoti Maggu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 29

Top Topics

Fusion Framework

Subspace Projections

Hyperspectral Image Classification

Top Venues

Publications

Jyoti Maggu, Angshul Majumdar
Kernelized transformed subspace clustering with geometric weights for non-linear manifolds. Neurocomputing 520 (2023)
Jyoti Maggu, Shalini Sharma, Angshul Majumdar
Transductive Inversion via Deep Transform Learning. EUSIPCO (2022)
Pratishtha Verma, Vasu Aggrawal, Jyoti Maggu
FExR.A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network. IC3 (2022)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux
Transformed Subspace Clustering. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. EUSIPCO (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deep Convolutional Transform Learning - Extended version. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
DeConFuse: a deep convolutional transform-based unsupervised fusion framework. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deep Convolutional Transform Learning. ICONIP (5) (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deeply transformed subspace clustering. Signal Process. 174 (2020)
Shikha Singh, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux
Transformed Subspace Clustering. CoRR (2019)
Jyoti Maggu, Angshul Majumdar
Kernel Transform Learning. CoRR (2019)
Jyoti Maggu, Angshul Majumdar
Supervised Kernel Transform Learning. IJCNN (2019)
Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar
Label-Consistent Transform Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (9) (2019)
Vanika Singhal, Jyoti Maggu, Angshul Majumdar
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. CoRR (2019)
Jyoti Maggu, Prerna Singh, Angshul Majumdar
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR (2019)
Vanika Singhal, Jyoti Maggu, Angshul Majumdar
Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. IEEE Trans. Smart Grid 10 (3) (2019)
Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar
Label Consistent Transform Learning for Hyperspectral Image Classification. CoRR (2019)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux
Transformed Locally Linear Manifold Clustering. EUSIPCO (2018)
Jyoti Maggu, Émilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
Convolutional Transform Learning. ICONIP (3) (2018)
Jyoti Maggu, Angshul Majumdar
Semi-coupled Transform Learning. ICONIP (3) (2018)
Jyoti Maggu, Angshul Majumdar
Unsupervised Deep Transform Learning. ICASSP (2018)
Jyoti Maggu, Angshul Majumdar
Greedy deep transform learning. ICIP (2017)
Jyoti Maggu, Angshul Majumdar
Kernel transform learning. Pattern Recognit. Lett. 98 (2017)
Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Impulse denoising via transform learning. GlobalSIP (2017)
Jyoti Maggu, Angshul Majumdar
Robust transform learning. ICASSP (2017)
Jyoti Maggu, Angshul Majumdar
Alternate formulation for transform learning. ICVGIP (2016)