Dr. Sowmya V
Dr. Sowmya V
Assistant Professor (SG), Amrita Vishwa Vidyapeetham, Coimbatore.
Verified email at - Homepage
Cited by
Cited by
Image classification using convolutional neural networks
D Jaswal, S Vishvanathan, S Kp
International Journal of Scientific and Engineering Research 5 (6), 1661-1668, 2014
EfficientNet convolutional neural networks-based Android malware detection
P Yadav, N Menon, V Ravi, S Vishvanathan, TD Pham
Computers & Security 115, 102622, 2022
Breast cancer classification using capsule network with preprocessed histology images
MA Anupama, V Sowmya, KP Soman
2019 International conference on communication and signal processing (ICCSP …, 2019
Effect of data pre-processing on brain tumor classification using capsulenet
R Vimal Kurup, V Sowmya, KP Soman
ICICCT 2019–System Reliability, Quality Control, Safety, Maintenance and …, 2020
Deep convolutional neural network based image spam classification
S Srinivasan, V Ravi, V Sowmya, M Krichen, DB Noureddine, S Anivilla, ...
2020 6th conference on data science and machine learning applications (CDMA …, 2020
Performance analysis of NASNet on unconstrained ear recognition
K Radhika, K Devika, T Aswathi, P Sreevidya, V Sowmya, KP Soman
Nature inspired computing for data science, 57-82, 2020
Indian car number plate recognition using deep learning
RN Babu, V Sowmya, KP Soman
2019 2nd international conference on intelligent computing, instrumentation …, 2019
Significance of incorporating chrominance information for effective color-to-grayscale image conversion
V Sowmya, D Govind, KP Soman
Signal, Image and Video Processing 11, 129-136, 2017
Deep learning architectures for land cover classification using red and near-infrared satellite images
A Unnikrishnan, V Sowmya, KP Soman
Multimedia Tools and Applications 78, 18379-18394, 2019
Lung-GANs: unsupervised representation learning for lung disease classification using chest CT and X-ray images
P Yadav, N Menon, V Ravi, S Vishvanathan
IEEE Transactions on Engineering Management, 2021
Deep AlexNet with reduced number of trainable parameters for satellite image classification
A Unnikrishnan, V Sowmya, KP Soman
Procedia computer science 143, 931-938, 2018
Dimensionality reduction using band selection technique for kernel based hyperspectral image classification
R Reshma, V Sowmya, KP Soman
Procedia Computer Science 93, 396-402, 2016
Explainable deep learning-based approach for multilabel classification of electrocardiogram
M Ganeshkumar, V Ravi, V Sowmya, EA Gopalakrishnan, KP Soman
IEEE Transactions on Engineering Management, 2021
Multi-scale learning based malware variant detection using spatial pyramid pooling network
S Sriram, R Vinayakumar, V Sowmya, M Alazab, KP Soman
IEEE INFOCOM 2020-IEEE conference on computer communications workshops …, 2020
Dependency of various color and intensity planes on CNN based image classification
R Sachin, V Sowmya, D Govind, KP Soman
Advances in Signal Processing and Intelligent Recognition Systems …, 2018
A two‐stage deep learning framework for image‐based android malware detection and variant classification
P Yadav, N Menon, V Ravi, S Vishvanathan, TD Pham
Computational Intelligence 38 (5), 1748-1771, 2022
Capsule network for plant disease and plant species classification
RV Kurup, MA Anupama, R Vinayakumar, V Sowmya, KP Soman
Computational Vision and Bio-Inspired Computing: ICCVBIC 2019, 413-421, 2020
Hyperspectral image: Fundamentals and advances
V Sowmya, KP Soman, M Hassaballah
Recent Advances in Computer Vision: Theories and Applications, 401-424, 2019
Gurls vs libsvm: Performance comparison of kernel methods for hyperspectral image classification
N Haridas, V Sowmya, KP Soman
Indian Journal of Science and Technology 8 (24), 1, 2015
Enhancing computational thinking with spreadsheet and fractal geometry: Part 1
KP Soman, MU Vg, P Krishnan, V Sowmya
International Journal of Computer Applications 55 (14), 2012
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