Moumita Roy

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Energy Efficient

Change Detection

Remotely Sensed Images

Domain Adaptation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Multim. Tools Appl.

Appl. Soft Comput.

Publications

Indrajit Kalita, Shounak Chakraborty, Talla Giridhara Ganesh Reddy, Moumita Roy
A deep learning-based technique for firm classification and domain adaptation in land cover classification using time-series aerial images. Earth Sci. Informatics 17 (1) (2024)
Moumita Roy, Dalton Meitei Thounaojam, Shyamosree Pal
PIH-mSCM: a modified spiking cortical model for perceptual image hashing and its application to copy detection. Multim. Tools Appl. 83 (13) (2024)
Moumita Roy, Dalton Meitei Thounaojam, Shyamosree Pal
A perceptual hash based blind-watermarking scheme for image authentication. Expert Syst. Appl. 227 (2023)
Moumita Roy, Sukanta Majumder, Anindya Halder, Utpal Biswas
ECG-NET: A deep LSTM autoencoder for detecting anomalous ECG. Eng. Appl. Artif. Intell. 124 (2023)
Indrajit Kalita, Gyan Prakash Singh, Moumita Roy
Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework. Multim. Tools Appl. 82 (12) (2023)
Indrajit Kalita, Moumita Roy
Class-Wise Subspace Alignment-Based Unsupervised Adaptive Land Cover Classification in Scene-Level Using Deep Siamese Network. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Sathi Roy, Moumita Roy, Chandreyee Chowdhury
Novel Data Transmission Schemes for Inter-WBAN Networks Using Markov Decision Process. Wirel. Pers. Commun. 131 (2) (2023)
Indrajit Kalita, Moumita Roy
Inception time DCNN for land cover classification by analyzing multi-temporal remotely sensed images. IGARSS (2022)
Indrajit Kalita, Runku Nikhil Sai Kumar, Moumita Roy
Deep Learning-Based Cross-Sensor Domain Adaptation Under Active Learning for Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Indrajit Kalita, Nikhil Mugganawar, Moumita Roy
Unsupervised cross-sensor domain adaptation using adversarial network for land cover classification. IGARSS (2022)
Moumita Roy, Dalton Meitei Thounaojam, Shyamosree Pal
Perceptual hashing scheme using KAZE feature descriptors for combinatorial manipulations. Multim. Tools Appl. 81 (20) (2022)
Moumita Roy, Chandreyee Chowdhury, Ghufran Ahmed, Nauman Aslam, Samiran Chattopadhyay, Saif ul Islam
Intra WBAN routing using Zipf's law and intelligent transmission power switching approach (ZITA). J. Ambient Intell. Humaniz. Comput. 13 (9) (2022)
Moumita Roy, Dipanjana Biswas, Nauman Aslam, Chandreyee Chowdhury
Reinforcement learning based effective communication strategies for energy harvested WBAN. Ad Hoc Networks 132 (2022)
Moumita Roy, Chandreyee Chowdhury, Nauman Aslam
Designing GA based effective transmission strategies for intra-WBAN communication. Biomed. Signal Process. Control. 70 (2021)
Shounak Chakraborty, Jayashree Phukan, Moumita Roy, Bidyut Baran Chaudhuri
Handling the Class Imbalance in Land-Cover Classification Using Bagging-Based Semisupervised Neural Approach. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Indrajit Kalita, Moumita Roy
Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification. IEEE Trans. Artif. Intell. 1 (2) (2020)
Shounak Chakraborty, Indrajit Kalita, Moumita Roy
Unsupervised domain adaptation in land-cover classification under neural approach using feature-level ensemble. IGARSS (2019)
Moumita Roy, Chandreyee Chowdhury, Munshi Navid Anjum, Sarmistha Neogy
Designing secure and reliable mobile agent based system for reliable MANET. Int. J. Ad Hoc Ubiquitous Comput. 32 (1) (2019)
Shounak Chakraborty, Indrajit Kalita, Moumita Roy
An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification. HIS (2019)
Moumita Roy, Piyali Maur, Chandreyee Chowdhury, Nauman Aslam
Power Aware Reliable Lightweight (PARL) Routing Protocol for Wireless Body Area Networks. SKIMA (2019)
Shounak Chakraborty, Moumita Roy, Farid Melgani
Semisupervised Two-Level Fusion-Based Autoencoded Approach for Low-Cost Domain Adaptation of Remotely Sensed Images. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Indrajit Kalita, Shounak Chakraborty, Moumita Roy
Deep Ensemble Network for Handling Class-Imbalance Problem in Land-Cover Classification. ICIT (2019)
Moumita Roy, Chandreyee Chowdhury, Nauman Aslam
Designing Transmission Strategies for Enhancing Communications in Medical IoT Using Markov Decision Process. Sensors 18 (12) (2018)
Shounak Chakraborty, Moumita Roy
A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping. Appl. Soft Comput. 64 (2018)
Moumita Roy, Chandreyee Chowdhury, Arnab Kundu, Nauman Aslam
Secure lightweight routing(SLR) strategy for wireless body area networks. ANTS (2017)
Moumita Roy, Chandreyee Chowdhury, Nauman Aslam
Designing 2-Hop Interference Aware Energy Efficient Routing (HIER) Protocol for Wireless Body Area Networks. COMSNETS (Revised Selected Papers and Invited Papers) (2017)
Moumita Roy, Chandreyee Chowdhury, Nauman Aslam
Designing an energy efficient WBAN routing protocol. COMSNETS (2017)
Shounak Chakraborty, Moumita Roy
Domain adaptation for land-cover classification of remotely sensed images using ensemble of Multilayer Perceptrons. RAIT (2016)
Moumita Roy, Farid Melgani, Ashish Ghosh, Enrico Blanzieri, Susmita Ghosh
Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns. IEEE Geosci. Remote. Sens. Lett. 12 (6) (2015)
Soumi Dutta, Moumita Roy, Asit Kumar Das, Saptarshi Ghosh
Sentiment Detection in Online Content: A WordNet Based Approach. SEMCCO (2014)
Anubrata Das, Moumita Roy, Soumi Dutta, Saptarshi Ghosh, Asit Kumar Das
Predicting Trends in the Twitter Social Network: A Machine Learning Approach. SEMCCO (2014)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system. Inf. Sci. 269 (2014)
Moumita Roy, Dipen Routaray, Susmita Ghosh, Ashish Ghosh
Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Susmita Ghosh, Moumita Roy, Ashish Ghosh
Semi-supervised change detection using modified self-organizing feature map neural network. Appl. Soft Comput. 15 (2014)
Moumita Roy, Anwesha Law, Susmita Ghosh
Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification. PReMI (2013)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
Change detection in remotely sensed images using semi-supervised clustering algorithms. Int. J. Knowl. Eng. Soft Data Paradigms 4 (2) (2013)
Moumita Roy, Suvadeep Das, Susmita Ghosh, Ashish Ghosh
Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images. RAIT (2012)
Moumita Roy, Susmita Ghosh, Ashish Ghosh
A semi-supervised change detection for remotely sensed images using ensemble classifier. IHCI (2012)
Susmita Ghosh, Moumita Roy
Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images. PReMI (2011)