Umarani Jayaraman
Orcid: 0000-0002-9676-6291
According to our database1,
Umarani Jayaraman
authored at least 34 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images.
CoRR, 2024
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images.
CoRR, 2024
Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification.
CoRR, 2024
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images.
CoRR, 2024
2023
Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data.
Comput. Biol. Medicine, March, 2023
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023
2022
A technique to match highly similar 3D objects with an application to biomedical security.
Multim. Tools Appl., 2022
Multim. Tools Appl., 2022
Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images.
Biomed. Signal Process. Control., 2022
A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022
2021
Neurocomputing, 2021
Masked Face Detection for Effective COVID-19 Containment: A Light Convolution Neural Network Based Model.
Proceedings of the Pattern Recognition and Machine Intelligence, 2021
Proceedings of the Pattern Recognition and Machine Intelligence, 2021
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021
2020
Multi-class Glioma Classification from MRI Images Using 3D Convolutional Neural Networks.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020
2019
Brain Tumour Segmentation on MRI Images by Voxel Classification Using Neural Networks, and Patient Survival Prediction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2014
Boosted geometric hashing based indexing technique for finger-knuckle-print database.
Inf. Sci., 2014
Neurocomputing, 2014
2013
Math. Comput. Model., 2013
Neurocomputing, 2013
Proceedings of IEEE International Conference on Communications, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012
2011
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011
Proceedings of IEEE International Conference on Communications, 2011
2010
Proceedings of the Seventh Indian Conference on Computer Vision, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Int. J. Biom., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
2008
Proceedings of the Information Systems Security, 4th International Conference, 2008