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Publications
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram

Authors : Kesav, R. Sai, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman

Publisher : Springer

Publications
Multiple Oil Pad Detection Using Deep Learning

Authors : Giri, A, V. V. Sajith Variyar, V. Sowmya, R. Sivanpillai, K. P. Soman

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

Publications
Extracting Water Bodies in RGB Images Using DEEPLABV3+ Algorithm

Authors : Harika, A, R. Sivanpillai, V. V. Sajith Variyar, V. Sowmya

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

Authors : Darshana, S, H. Theivaprakasham, G. Jyothish Lal, B. Premjith, V. Sowmya, Kp Soman

Publisher : ICAITPR

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

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

Publisher : Springer

Publications
Epiphyte Segmentation using DRU-Net

Authors : Menon, Anjana K, V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, Gregory K. Brown, K. P. Soman

Publisher : Springer

Publications
Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks

Authors : Jain, Gokul S, H. B. Ganesh, N. S. Kamal, V. V. Variyar, V. Sowmya, K. P. Soman

Publisher : Springer

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

Authors : Madan, Yamini, Iswarya Kannoth Veetil, Gopalakrishnan EA, Soman KP

Publisher : Springer

Publications
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning

Authors : Kamal, N. S, H. B. Barathi Ganesh, V. V. Sajith Variyar, V. Sowmya, K. P. Soman

Publisher : In Intelligent Data Engineering and Analytics

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

Authors : Kumar, Krishanth, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Springer

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

Authors : Madan, Yamini, Iswarya Kannoth Veetil, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Springer

Publications
Unsupervised deep learning-based disease diagnosis using medical images

Authors : Ganeshkumar, M, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

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