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Publications
Multiple Oil Pad Detection Using Deep Learning

Citation : Giri, A., V. V. Sajith Variyar, V. Sowmya, R. Sivanpillai, and K. P. Soman. "Multiple Oil Pad Detect ...

Publisher :ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Publications
Extracting Water Bodies in RGB Images Using DEEPLABV3+ Algorithm

Citation : Harika, A., R. Sivanpillai, V. V. Sajith Variyar, and V. Sowmya. "Extracting Water Bodies in RGB Ima ...

Publisher :ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 

Publications
MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language

Citation : Darshana, S., Theivaprakasham, H., Jyothish Lal, G., Premjith, B., Sowmya, V., Soman, K. P., "MARS: ...

Publisher :ICAITPR

Publications
Segmentation of Epiphytes in Grayscale Images Using a CNN-Transformer Hybrid Architecture

Citation : Rahesh, R., V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, K. P. Soman, and Gregory K. Brown. ...

Publisher :Springer

Publications
The Role of Robotics in Achieving the United Nations Sustainable Development Goals-The Experts’ Meeting at the 2021 IEEE/RSJ IROS Workshop [Industry Activities]

Citation : Vincent Mai, Bram Vanderborght, Tamás Haidegger, Alaa Khamis, Niraj Bhargava,
Dominik B.O. ...

Publisher :IEEE

Publications
Epiphyte Segmentation using DRU-Net

Citation : Menon, Anjana K., V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, Gregory K. Brown, and K. P. S ...

Publisher :Springer

Publications
Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks

Citation : Jain, Gokul S., H. B. Ganesh, N. S. Kamal, V. V. Variyar, V. Sowmya, and K. P. Soman. "Geometrical F ...

Publisher :Springer

Publications
Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson’s Disease Detection

Citation : Madan, Yamini, Iswarya Kannoth Veetil, Gopalakrishnan EA, and Soman KP. "Synthetic Data Augmentation ...

Publisher :Springer

Publications
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning

Citation : Kamal, N. S., H. B. Barathi Ganesh, V. V. Sajith Variyar, V. Sowmya, and K. P. Soman. "Geometry-Base ...

Publisher :In Intelligent Data Engineering and Analytics

Publications
Classification of Class-Imbalanced Diabetic Retinopathy Images Using the Synthetic Data Creation by Generative Models

Citation : Kumar, Krishanth, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Classification of Class-Imbalan ...

Publisher :Springer

Publications
Deep Learning-Based Approach for Parkinson’s Disease Detection Using Region of Interest

Citation : Madan, Yamini, Iswarya Kannoth Veetil, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Deep Learn ...

Publisher :Springer

Publications
Unsupervised deep learning-based disease diagnosis using medical images

Citation : Ganeshkumar, M., V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Unsupervised deep learning-based ...

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