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Publications
Fast Texture Classification using Gradient Histogram Method

Citation : Sujee R. and Dr. Padmavathi S., “Fast Texture Classification using Gradient Histogram Method”, i ...

Publisher :2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS)

Publications
Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network

Citation : S. Sriram, R. Vinayakumar, Sowmya V., Mamoun Alazab, and Dr. Soman K. P., “Multi-scale Learning ba ...

Publisher :IEEE

Publications
Identifying epiphytes in drones photos with a conditional generative adversarial network (C-GAN)

Citation : Shashank Anivilla, Sajith Variyar V. V., Sowmya V., Dr. Soman K. P., Ramesh Sivanpillai, and Greg Br ...

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

Publications
Comparison of Image Enhancement Techniques for Rapid Processing of POST Flood Images

Citation : M. Harichandana, Sowmya V., Sajith Variyar V. V., and Ramesh Sivanpillai, “Comparison of Image Enh ...

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

Publications
A Deep Learning Approach for Patch-based Disease Diagnosis from Microscopic Images

Citation : A. Simon, Vinayakumar, R., Sowmya V., Soman, K. Padannayil, and Gopalakrishnan, E. Anathanara, “A ...

Publisher :Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis, Academic Press

Publications
Musculoskeletal Radiographs Classification using Deep Learning

Citation : N. Harini, Ramji, B., Sriram, S., Sowmya V., and Soman, K. P., “Musculoskeletal Radiographs Classi ...

Publications
Event tree analysis of a power system using Bayesian and fuzzy set approach

Citation : S. Patra, Dr. Soman K. P., and Misra, R. B., “Event tree analysis of a power system using Bayesian ...

Publisher :JOURNAL-INSTITUTION OF ENGINEERS INDIA PART ET ELECTRONICS AND TELECOMMUNICATIONS ENGINEERING DIVISION

Publications
Geometric Correction For Braille Document Images

Citation : A. .A.V, .S, I., and Dr. Padmavathi S., “Geometric Correction For Braille Document Images”, Seco ...

Publisher :Second International Conference on Signal and Image Processing, SIGPRO

Publications
An Enhanced Deep Learning Architecture for the Classification of Cancerous Lymph Node Images

Citation : U. Subbiah, R. V. Kumar, Panicker, S. A., Bhalaje, R. A., and Dr. Padmavathi S., “An Enhanced Deep ...

Publisher :2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA)

Publications
Analysis of Deep Learning Architecture for Non-Uniformly Illuminated Images

Citation : U. Subbiah and Dr. Padmavathi S., “Analysis of Deep Learning Architecture for Non-Uniformly Illumi ...

Publisher :International Conference on Inventive Computation Technologies (ICICT)

Publications
Single-layer Convolution Neural Network for Cardiac Disease Classification using Electrocardiogram Signals

Citation : P. Gopika, Krishnendu, C. S., M. Chandana, H., Ananthakrishnan, S., Sowmya V., Gopalakrishnan, E. A. ...

Publisher :Deep Learning for Data Analytics, Academic Press

Publications
Transferable Approach for Cardiac Disease Classification using Deep Learning

Citation : P. Gopika, Sowmya V., Gopalakrishnan, E. A., and Dr. Soman K. P., “Transferable Approach for Cardi ...

Publisher :Deep Learning Techniques for Biomedical and Health Informatics, Academic Press

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