Ministry of Education
Moumita Roy
VIDWAN ID: 139277

Dr Moumita Roy

Female Doctor of Philosophy
Assistant Professor | Department of Humanities and Social Sciences
Indian Institute of Information Technology, Guwahati
Assam
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-4176-5961 Scopus 36875564800
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36 Publications
1 Projects
339 Scopus Citations
314 CrossRef
12 Years Total Experience
Publications
36 Total
Articles
15
Books
4
Proceedings
17
Activity

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Scopus Scopus
339 Citations
10 h-index
CrossRef CrossRef
314 Citations
10 h-index
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Personal Details

Doctor of Philosophy
2015
N/A
Assistant Professor
Sep 2014 – Present
Indian Institute of Information Technology, Guwahati | Department of Humanities and Social Sciences
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

Adaptive Learning Models for Land-cover Classification with Application in Remote Sensing based Monitoring of Agriculture and Forestry
Other
Role: Principal Investigator
Amount: ₹16.28 Lac
Duration: 2017 – Ongoing
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Scholarly Publications

Structural health monitoring of building structures using novel acceleration-based signal-to-image technique and 2D convolutional neural networks

Journal Article
Applied Soft Computing. Year: 2025. Volume: 181 .
Authors: Kunal Bharali; Manashi Saharia; Moumita Roy; Nirmalendu Debnath
DOI 10.1016/j.asoc.2025.113457 Crossref Crossref: 3 Scopus Scopus: 3

Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification

Journal Article
IEEE Transactions on Artificial Intelligence. Year: 2020. Volume: 1 , Issue: 2 , Pages: 167-180 .
Authors: Indrajit Kalita; Moumita Roy
DOI 10.1109/TAI.2020.3043724 Crossref Crossref: 28 Scopus Scopus: 26

Deep Learning-Based Cross-Sensor Domain Adaptation under Active Learning for Land Cover Classification

Journal Article
IEEE Geoscience and Remote Sensing Letters. Year: 2022. Volume: 19 .
Authors: Indrajit Kalita; Runku Nikhil Sai Kumar; Moumita Roy
DOI 10.1109/LGRS.2021.3130285 Crossref Crossref: 15 Scopus Scopus: 15

Unsupervised cross-sensor domain adaptation using adversarial network for land cover classification

Conference Paper
Year: 2022. Volume: 2022-July , Pages: 5724-5727 .
Authors: Indrajit Kalita; Nikhil Mugganawar; Moumita Roy
DOI 10.1109/IGARSS46834.2022.9884404

Inception time DCNN for land cover classification by analyzing multi-temporal remotely sensed images

Conference Paper
Year: 2022. Volume: 2022-July , Pages: 5736-5739 .
Authors: Indrajit Kalita; Moumita Roy
DOI 10.1109/IGARSS46834.2022.9884128 Crossref Crossref: 5 Scopus Scopus: 6

Deep learning method for agriculture monitoring under adaptive environment using UAV-based aerial images

Conference Paper
Year: 2022.
Authors: Indrajit Kalita; Moumita Roy
DOI 10.1109/TENSYMP54529.2022.9864468 Crossref Crossref: 1 Scopus Scopus: 2

In Search of Lunar Water at Northern Hemisphere

Conference Paper
Year: 2023.
Authors: M. Roy; P. Bhattacharjee; S. Chakraborty
DOI 10.1109/CODEC60112.2023.10466209

Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework

Journal Article
Multimedia Tools and Applications. Year: 2023. Volume: 82 , Issue: 12 , Pages: 18409-18433 .
Authors: Indrajit Kalita; Gyan Prakash Singh; Moumita Roy
DOI 10.1007/s11042-022-13946-1 Crossref Crossref: 17 Scopus Scopus: 17
Showing 1 to 8 of 36 publications