Moumita Roy
Orcid: 0000-0002-4176-5961Affiliations:
- IIIT Guwahati, Assam, India
According to our database1,
Moumita Roy
authored at least 22 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Structural health monitoring of building structures using novel acceleration-based signal-to-image technique and 2D convolutional neural networks.
Appl. Soft Comput., 2025
2024
A deep learning-based technique for firm classification and domain adaptation in land cover classification using time-series aerial images.
Earth Sci. Informatics, February, 2024
2023
Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network.
IEEE Trans. Neural Networks Learn. Syst., July, 2023
Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework.
Multim. Tools Appl., May, 2023
2022
Deep Learning-Based Cross-Sensor Domain Adaptation Under Active Learning for Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
2020
Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification.
IEEE Trans. Artif. Intell., 2020
Handling the Class Imbalance in Land-Cover Classification Using Bagging-Based Semisupervised Neural Approach.
IEEE Geosci. Remote. Sens. Lett., 2020
2019
Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett., 2019
Unsupervised domain adaptation in land-cover classification under neural approach using feature-level ensemble.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification.
Proceedings of the Hybrid Intelligent Systems, 2019
Deep Ensemble Network for Handling Class-Imbalance Problem in Land-Cover Classification.
Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019
2018
A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping.
Appl. Soft Comput., 2018
2016
Domain adaptation for land-cover classification of remotely sensed images using ensemble of Multilayer Perceptrons.
Proceedings of the 2016 3rd International Conference on Recent Advances in Information Technology (RAIT), 2016
2015
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns.
IEEE Geosci. Remote. Sens. Lett., 2015
2014
A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system.
Inf. Sci., 2014
Semi-supervised change detection using modified self-organizing feature map neural network.
Appl. Soft Comput., 2014
2013
Proceedings of the Pattern Recognition and Machine Intelligence, 2013
2012
Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images.
Proceedings of the 1st International Conference on Recent Advances in Information Technology, 2012
A semi-supervised change detection for remotely sensed images using ensemble classifier.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012
2011
Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011