V. Sowmya - RankMe

55 papers C 1Journal 32Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Indian database for grading wound healing and cross-corpus classification using perturbation-based Explainable AI models. Comput. Methods Programs Biomed. Naveen Varghese Jacob, V. Sowmya, Gopalakrishnan E. A, Riju Ramachandran, Anoop Vasudevan Pillai
2025	J	`jnl`	Enhancing skin disease classification leveraging transformer-based deep learning architectures and explainable AI. Comput. Biol. Medicine Jayanth Mohan, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
2024	J	`jnl`	A Visibility Graph Approach for Multi-Stage Classification of Parkinson's Disease Using Multimodal Data. IEEE Access K. Deepa Raj, G. Jyothish Lal, E. A. Gopalakrishnan, V. Sowmya, Juan Rafael Orozco-Arroyave
2024	J	`jnl`	A multi-branch dual attention segmentation network for epiphyte drone images. Image Vis. Comput. V. V. Sajith Variyar, V. Sowmya, Ramesh Sivanpillai, Gregory K. Brown
2024	J	`jnl`	An analysis of data leakage and generalizability in MRI based classification of Parkinson's Disease using explainable 2D Convolutional Neural Networks. Digit. Signal Process. Iswarya Kannoth Veetil, Divi Eswar Chowdary, Paleti Nikhil Chowdary, V. Sowmya, E. A. Gopalakrishnan
2024	—	`conf`	Appearance-Trajectory Network for Video Anomaly Detection System. ICCCNT K. Ram Prasath, V. Sowmya, K. Deepak, B. Premjith, G. Jyothish Lal
2024	J	`jnl`	Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
2024	J	`jnl`	Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P
2024	J	`jnl`	Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification. CoRR Arrun Sivasubramanian, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi
2024	J	`jnl`	Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI. CoRR Jayanth M, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
2024	J	`jnl`	Robust language independent voice data driven Parkinson's disease detection. Eng. Appl. Artif. Intell. Iswarya Kannoth Veetil, V. Sowmya, Juan Rafael Orozco-Arroyave, E. A. Gopalakrishnan
2023	J	`jnl`	AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition. Eng. Appl. Artif. Intell. Sudhesh K. M., V. Sowmya, Sainamole Kurian P., O. K. Sikha
2023	—	`ch.`	Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features. Smart Computer Vision Krishnendu C. S., V. Sowmya, K. P. Soman
2023	J	`jnl`	Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
2023	—	`ch.`	Initial Stage Identification of COVID-19 Using Capsule Networks. Smart Computer Vision Shamika Ganesan, Raju Anand, V. Sowmya, K. P. Soman
2023	J	`jnl`	Learning and Adaptation From Minimum Samples With Heterogeneous Quality: An Investigation of Image Segmentation Networks on Natural Dataset. IEEE Access V. V. Sajith Variyar, V. Sowmya, Ramesh Sivanpillai, Gregory K. Brown
2023	J	`jnl`	Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures. Multim. Tools Appl. J. Arun Prakash, CR Asswin, Vinayakumar Ravi, V. Sowmya, K. P. Soman
2023	J	`jnl`	Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. Neural Comput. Appl. J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman
2023	J	`jnl`	Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.
2023	J	`jnl`	Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
2023	J	`jnl`	Unleashing the Power of Dynamic Mode Decomposition and Deep Learning for Rainfall Prediction in North-East India. CoRR Paleti Nikhil Chowdary, Sathvika P, Pranav U, Rohan S, V. Sowmya, E. A. Gopalakrishnan, Dhanya M
2023	—	`conf`	Weighted Average Ensemble Approach for Pediatric Pneumonia Diagnosis Using Channel Attention Deep CNN Architectures. MIKE CR Asswin, J. Arun Prakash, K. S. Dharshan Kumar, Avinash Dora, V. Sowmya, Meshari Almeshari, Yasser Alzamil
2022	J	`jnl`	Explainable AI Framework for COVID-19 Prediction in Different Provinces of India. CoRR Mredulraj S. Pandianchery, Gopalakrishnan E. A, V. Sowmya, Vinayakumar Ravi, Soman K. P
2022	J	`jnl`	Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN. Multim. Tools Appl. Ganesh Kumar M, Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P, Chinmay Chakraborty
2022	J	`jnl`	Odonata identification using Customized Convolutional Neural Networks. Expert Syst. Appl. Hari Theivaprakasham, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
2021	—	`conf`	Enhanced Object Detection in Floor Plan Through Super-Resolution. MIND Dev Khare, N. S. Kamal, Barathi Ganesh H. B., V. Sowmya, V. V. Sajith Variyar
2021	J	`jnl`	Enhanced Object Detection in Floor-plan through Super Resolution. CoRR Dev Khare, N. S. Kamal, Barathi Ganesh H. B., V. Sowmya, V. V. Sajith Variyar
2021	J	`jnl`	Geometry Based Machining Feature Retrieval with Inductive Transfer Learning. CoRR N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, Soman K. P.
2021	—	`conf`	Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman
2021	—	`conf`	Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman
2021	C	`conf`	Robust Malware Detection using Residual Attention Network. ICCE Shamika Ganesan, Vinayakumar Ravi, Moez Krichen, V. Sowmya, Roobaea Alroobaea, Soman K. P.
2020	—	`conf`	Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading. ICCCNT Ramji Balasubramanian, V. Sowmya, E. A. Gopalakrishnan, Vijay Krishna Menon, V. V. Sajith Variyar, K. P. Soman
2020	—	`conf`	Deep Learning Based Approach for Multiple Myeloma Detection. ICCCNT M. T. Vyshnav, V. Sowmya, E. A. Gopalakrishnan, V. V. Sajith Variyar, Vijay Krishna Menon, K. P. Soman
2020	—	`conf`	Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification. FICTA (1) Krishnendu C. S., V. Sowmya, K. P. Soman
2020	—	`conf`	Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids. ICCCNT Isha Indhu S, Kavya S. Kumar, U. Vamsi Krishna, Neethu Mohan, V. Sowmya, K. P. Soman
2020	—	`conf`	Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman
2020	—	`conf`	Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification. FICTA (1) Sanjana K., V. Sowmya, E. A. Gopalakrishnan, K. P. Soman
2020	J	`jnl`	Prediction of number of cases expected and estimation of the final size of coronavirus epidemic in India using the logistic model and genetic algorithm. CoRR Ganesh Kumar M, Soman K. P, Gopalakrishnan E. A, Vijay Krishna Menon, V. Sowmya
2019	J	`jnl`	Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman
2019	J	`jnl`	Effect of denoising on hyperspectral image classification using deep networks and kernel methods. J. Intell. Fuzzy Syst. Naveen Varghese Jacob, V. Sowmya, K. P. Soman
2019	—	`ch.`	Hyperspectral Image: Fundamentals and Advances. Recent Advances in Computer Vision V. Sowmya, K. P. Soman, M. Hassaballah
2019	—	`conf`	Land Cover Satellite Image Classification Using NDVI and SimpleCNN. ICCCNT T. Tulasi Sasidhar, Sreelakshmi K, Vyshnav M. T, V. Sowmya, Soman K. P.
2019	—	`ch.`	Scene Classification Using Transfer Learning. Recent Advances in Computer Vision Nikhil Damodaran, V. Sowmya, D. Govind, K. P. Soman
2018	J	`jnl`	Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms. Signal Image Video Process. M. Swarna, V. Sowmya, K. P. Soman
2018	J	`jnl`	Multi-sensor data fusion using NIHS transform and decomposition algorithms. Multim. Tools Appl. V. Ankarao, V. Sowmya, K. P. Soman
2018	J	`jnl`	Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. CoRR Chippy Jayaprakash, Bharath Bhushan Damodaran, V. Sowmya, K. P. Soman
2017	J	`jnl`	Application of M-band wavelet in pan-sharpening. J. Intell. Fuzzy Syst. V. Vishnu Pradeep, V. Sowmya, K. P. Soman
2017	—	`conf`	Dependency of Various Color and Intensity Planes on CNN Based Image Classification. SIRS Sachin Rajan, V. Sowmya, D. Govind, K. P. Soman
2017	J	`jnl`	Exploring the significance of using perceptually relevant image decolorization method for scene classification. CoRR V. Sowmya, D. Govind, K. P. Soman
2017	—	`conf`	Hyperspectral image denoising: A least square approach using wavelet filters. ICACCI S. Dev Vishnu, Sachin Rajan, V. Sowmya, K. P. Soman
2017	—	`conf`	Improved color scene classification system using deep belief networks and support vector machines. ICSIPA V. Sowmya, Aleena Ajay, D. Govind, K. P. Soman
2017	—	`conf`	Least square based image deblurring. ICACCI Shimil Jose, Neethu Mohan, V. Sowmya, K. P. Soman
2017	—	`conf`	Significance of contrast and structure features for an improved color image classification system. ICSIPA V. Sowmya, D. Govind, K. P. Soman
2017	J	`jnl`	Significance of incorporating chrominance information for effective color-to-grayscale image conversion. Signal Image Video Process. V. Sowmya, D. Govind, K. P. Soman
2016	—	`conf`	Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing. SoCPaR M. Swarna, V. Sowmya, K. P. Soman