Moumita Roy

22 papers C 2Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Structural health monitoring of building structures using novel acceleration-based signal-to-image technique and 2D convolutional neural networks.
Appl. Soft Comput.
Kunal Bharali, Manashi Saharia, Moumita Roy, Nirmalendu Debnath
2024 J jnl
A deep learning-based technique for firm classification and domain adaptation in land cover classification using time-series aerial images.
Earth Sci. Informatics
Indrajit Kalita, Shounak Chakraborty, Talla Giridhara Ganesh Reddy, Moumita Roy
2023 J jnl
Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network.
IEEE Trans. Neural Networks Learn. Syst.
Indrajit Kalita, Moumita Roy
2023 J jnl
Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework.
Multim. Tools Appl.
Indrajit Kalita, Gyan Prakash Singh, Moumita Roy
2022 J jnl
Deep Learning-Based Cross-Sensor Domain Adaptation Under Active Learning for Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Indrajit Kalita, Runku Nikhil Sai Kumar, Moumita Roy
2020 J jnl
Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification.
IEEE Trans. Artif. Intell.
Indrajit Kalita, Moumita Roy
2020 J jnl
Handling the Class Imbalance in Land-Cover Classification Using Bagging-Based Semisupervised Neural Approach.
IEEE Geosci. Remote. Sens. Lett.
Shounak Chakraborty, Jayashree Phukan, Moumita Roy, Bidyut Baran Chaudhuri
2019 C conf
An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification.
HIS
Shounak Chakraborty, Indrajit Kalita, Moumita Roy
2019 — conf
Deep Ensemble Network for Handling Class-Imbalance Problem in Land-Cover Classification.
ICIT
Indrajit Kalita, Shounak Chakraborty, Moumita Roy
2019 J jnl
Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett.
Shounak Chakraborty, Moumita Roy, Farid Melgani
2019 C conf
Unsupervised domain adaptation in land-cover classification under neural approach using feature-level ensemble.
IGARSS
Shounak Chakraborty, Indrajit Kalita, Moumita Roy
2018 J jnl
A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping.
Appl. Soft Comput.
Shounak Chakraborty, Moumita Roy
2016 — conf
Domain adaptation for land-cover classification of remotely sensed images using ensemble of Multilayer Perceptrons.
RAIT
Shounak Chakraborty, Moumita Roy
2015 J jnl
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns.
IEEE Geosci. Remote. Sens. Lett.
Moumita Roy, Farid Melgani, Ashish Ghosh, Enrico Blanzieri, Susmita Ghosh
2014 J jnl
A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Moumita Roy, Susmita Ghosh, Ashish Ghosh
2014 J jnl
A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system.
Inf. Sci.
Moumita Roy, Susmita Ghosh, Ashish Ghosh
2014 J jnl
Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett.
Moumita Roy, Dipen Routaray, Susmita Ghosh, Ashish Ghosh
2014 J jnl
Semi-supervised change detection using modified self-organizing feature map neural network.
Appl. Soft Comput.
Susmita Ghosh, Moumita Roy, Ashish Ghosh
2013 — conf
Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification.
PReMI
Moumita Roy, Anwesha Law, Susmita Ghosh
2012 — conf
A semi-supervised change detection for remotely sensed images using ensemble classifier.
IHCI
Moumita Roy, Susmita Ghosh, Ashish Ghosh
2012 — conf
Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images.
RAIT
Moumita Roy, Suvadeep Das, Susmita Ghosh, Ashish Ghosh
2011 — conf
Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images.
PReMI
Susmita Ghosh, Moumita Roy