Research Output

Publications

Peer-reviewed research contributions by faculty of the Department of Generative AI — spanning journals, conferences, and book chapters.

Dr. Devapriya W
24
Publications Shown
0
Total Citations
5
Faculty Authors
Clear
Conference 2026 Scopus
Enhancing underwater image quality with the resnet method yields better color balance and fusion accuracy than with the region-based convolutional neural network algorithm
Reddy P.T., Priya W.D.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298432
Conference 2026 Scopus
Field plant disease detection system using images and classification using CNN algorithm comparing with SVM algorithm for enhancing the accuracy
Bhowmik S., Gayathri A., Priya W.D.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298259
Conference 2026 Scopus
Enhancing traffic sign detection accuracy: A comparative study of morphological operations and MSER
Priya W.D., Srihari T.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298431
Conference 2025 Scopus
An efficient system of emotion detection to improve the accuracy of multitudinous audio data using random forest algorithm in comparison with K-Nearest Neighbors
Krishna N.U., Priya W.D.
AIP Conference Proceedings · Vol. 3267 (2025)
DOI: 10.1063/5.0265521
Journal 2025 Scopus
Butterfly magnetoreception based neighbour awareness strategy protocol for autonomous aerial vehicles
Naga Ramesh J.V., Dastagiraiah C., Mubeen S., Priya W.D., Rao M.K., Kumar B.H.K.B.
Scientific Reports · Vol. 15 (2025)
DOI: 10.1038/s41598-025-97283-x
Journal 2025 Scopus
Human crowd behaviour analysis based on video segmentation and classification using expectation–maximization with deep learning architectures
Garg S., Sharma S., Dhariwal S., Priya W.D., Singh M., Ramesh S.
Multimedia Tools and Applications · Vol. 84 (2025) · pp. 4139-4161
DOI: 10.1007/s11042-024-18630-0
Conference 2025 Scopus
Recognition of masked face using Visual Geometry Group (VGG-16) algorithm in comparison with Long Short Term Memory (LSTM) algorithm for better detection
Shriyaa P.V., Priya W.D.
Applications of Mathematics in Science and Technology (ICMAST 2025) (2025) · pp. 557-561
DOI: 10.1201/9781003606659-106
Conference 2025 Scopus
Classification of Music by Genre Based on Multitudinous Audio Data to Improve Classifier Accuracy Using Novel Convolutional Neural Networks Over Support Vector Machine
Charan N.S.S., Priya W.D.
AIP Conference Proceedings · Vol. 3270 (2025)
DOI: 10.1063/5.0263102
Journal 2025 Scopus
Advanced glaucoma disease segmentation and classification with grey wolf optimized U −Net++ and capsule networks
Govindharaj I., Deva Priya W., Soujanya K.L.S., Senthilkumar K.P., Shantha Shalini K., Ravichandran S.
International Ophthalmology · Vol. 45 (2025)
DOI: 10.1007/s10792-025-03602-6
Journal 2025 Scopus
Automatic modulation classification scheme for next-generation cellular networks using optimized adaptive multi-scale dual attention network
G D., Priya W.D., Shirley C.P., Vignesh T.
Peer-to-Peer Networking and Applications · Vol. 18 (2025)
DOI: 10.1007/s12083-025-01959-0
Conference 2024 Scopus
Enhanced speed bump detection system for driver assistance system (DAS) using Otsu's threshold over adaptive Gaussian threshold for higher accuracy
Priyanka R., Priya W.D., Ramasenderan N.
AIP Conference Proceedings · Vol. 3161 (2024)
DOI: 10.1063/5.0229211
Conference 2024 Scopus
Improved accuracy in rice quality prediction using logistic regression in comparison with linear regression
Reddy N.B., Priya W.D.
AIP Conference Proceedings · Vol. 3193 (2024)
DOI: 10.1063/5.0233062
Conference 2024 Scopus
Real-Time Hydraulic Fluid Leak Detection in Heavy Machinery Using Cloud-Integrated Wireless Sensor Networks for Proactive Maintenance
Kumaresh P.S., Sivanantham E., Shoba L.K., Priya W.D., Mohankumar N., Elango B.
Proceedings of the 2024 10th International Conference on Communication and Signal Processing, ICCSP 2024 (2024) · pp. 868-873
DOI: 10.1109/ICCSP60870.2024.10543226
Book Chapter 2024 Scopus
An Efficient Rice Quality Prediction Using Convolutional Neural Network in Comparison With Support Vector Machine
Bhanu Prakash Reddy N., Deva Priya W.
Pioneering Approaches in Data Management (2024) · pp. 191-201
DOI: 10.4018/979-8-3693-5563-3.ch009
Journal 2024 Scopus
Twitter spam drift detection by semi supervised learning approach using YATSI algorithm
Sivakumar P., Balasubramani M., Sowndharya R., Priya B.S.D., Priya W.D., Syamala M.
International Journal of System Assurance Engineering and Management (2024)
DOI: 10.1007/s13198-024-02445-1
Conference 2024 Scopus
An Efficient Innovative Masked Face Recognition Using FaceNet Algorithm over Visual Geometry Group (VGG-16) Algorithm for Better Efficiency
Shriya P.V., Priya W.D.
2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 (2024)
DOI: 10.1109/ICCCNT61001.2024.10725817
Journal 2024 Scopus
Design, FEM analysis and development of switched reluctance motor electric drive for TRI-wheeler E-vehicle application
Anand M., Jebarani Evangeline S., Deva Priya W., Chitra Selvi S.
Automatika · Vol. 65 (2024) · pp. 813-829
DOI: 10.1080/00051144.2024.2330281
Conference 2024 Scopus
An Exclusive System for Labeling the Dog Breed for improved Accuracy using Convolution Neural Network in comparison with Random Forest
Reddy T.S.D., Priya W.D.
2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 (2024)
DOI: 10.1109/ICCCNT61001.2024.10725125
Conference 2023 Scopus
Real-Time Vehicle Speed Monitoring and Alerting System to Prevent Road Accidents
Priya W.D., Yuvaraj S., Sujatha V., Selvi R.T.
Proceedings of the 4th International Conference on Smart Electronics and Communication, ICOSEC 2023 (2023) · pp. 1201-1206
DOI: 10.1109/ICOSEC58147.2023.10276087
Conference 2023 Scopus
Decomposition of electrical and electronic waste management by using artificial intelligence
Suryawanshi R., Chatrapathy K., Al-Khaykan A., Priya W.D., Reddy Ch.V.K., Prasad K.V.S.
Proceedings of the IEEE International Conference Image Information Processing (2023) · pp. 411-416
DOI: 10.1109/ICIIP61524.2023.10537739
Journal 2023 Scopus
Optimizing intrusion detection systems using parallel metric learning
Sudha M., Reddy V.M.K., Priya W.D., Rafi S.M., Subudhi S., Jayachitra S.
Computers and Electrical Engineering (2023)
DOI: 10.1016/j.compeleceng.2023.108869
Conference 2023 Scopus
An Efficient Fetal Health Prediction System Using Enhanced XGB Classifier Compared Over K-Nearest Neighbor Classifier with Less Complexity and Improved Accuracy
Reddy A.I., Priya W.D.
2023 Intelligent Computing and Control for Engineering and Business Systems, ICCEBS 2023 (2023)
DOI: 10.1109/ICCEBS58601.2023.10448547
Conference 2016 Scopus
Advance Driver Assistance System (ADAS) - Speed bump detection
Devapriya W., Babu C.N.K., Srihari T.
2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) (2016)
DOI: 10.1109/ICCIC.2015.7435753
Conference 2016 Scopus
Real time speed bump detection using Gaussian filtering and connected component approach
Devapriya W., Babu C.N.K., Srihari T.
IEEE WCTFTR 2016 - Proceedings of 2016 World Conference on Futuristic Trends in Research and Innovation for Social Welfare (2016)
DOI: 10.1109/STARTUP.2016.7583981
Boost Your Citations

Cite our faculty's work in your Scopus papers and participate in the SIMATS ENGINEERING Poster Presentation to help faculty earn more citations.