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O. K. Sikha

Orcid: 0000-0002-3499-8062

Affiliations:
  • Amrita Vishwa Vidyapeetham, Amrita School of Computing, Department of Computer Science and Engineering, Coimbatore, India
  • Polytechnic University of Catalonia (UPC), Department of Automatic Control, Barcelona, Spain


According to our database1, O. K. Sikha authored at least 18 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Generation of Rule-Based Explanations of CNN Classifiers Using Regional Features.
[BibTeX]
[DOI]
William Philipp
,
R. Yashwanthika
,
O. K. Sikha
,
Raul Benitez
Neural Process. Lett., October, 2024

Multimodal attention-driven visual question answering for Malayalam.
[BibTeX]
[DOI]
Abhishek Gopinath Kovath
,
Anand Nayyar
,
O. K. Sikha
Neural Comput. Appl., August, 2024

Interpreting CNN predictions using conditional Generative Adversarial Networks.
[BibTeX]
[DOI]
R. T. Akash Guna
,
O. K. Sikha
,
Raul Benitez
Knowl. Based Syst., 2024

IARS SegNet: Interpretable Attention Residual Skip Connection SegNet for Melanoma Segmentation.
[BibTeX]
[DOI]
Shankara Narayanan V
,
O. K. Sikha
,
Raul Benitez
IEEE Access, 2024

Deep Feature Discriminability as a Diagnostic Measure of Overfitting in CNN Models.
[BibTeX]
[DOI]
O. K. Sikha
,
Raul Benitez
Proceedings of the Intelligent Computing, 2024

Uncertainty Aware Segmentation Quality Assessment in Medical Images.
[BibTeX]
[DOI]
O. K. Sikha
,
Adrian Galdran
,
Meritxell Riera-Marin
,
Javier García
,
Júlia Rodríguez-Comas
,
Gemma Piella
,
Miguel Ángel González Ballester
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition.
[BibTeX]
[DOI]
Sudhesh K. M.
,
V. Sowmya
,
Sainamole Kurian P.
,
O. K. Sikha
Eng. Appl. Artif. Intell., April, 2023

TS-CNN: A Three-Tier Self-Interpretable CNN for Multi-Region Medical Image Classification.
[BibTeX]
[DOI]
V. A. Ashwath
,
O. K. Sikha
,
Raul Benitez
IEEE Access, 2023

Ante-Hoc Generation of Task-Agnostic Interpretation Maps.
[BibTeX]
[DOI]
Akash Guna R. T.
,
Raul Benitez
,
O. K. Sikha
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Content-Based Image Retrieval Using Deep Features and Hamming Distance.
[BibTeX]
[DOI]
R. T. Akash Guna
,
O. K. Sikha
Proceedings of the Smart Computer Vision, 2023

2022
VGG16-random fourier hybrid model for masked face recognition.
[BibTeX]
[DOI]
O. K. Sikha
,
Bandla Bharath
Soft Comput., 2022

Synchronization of coupled friction-induced oscillators - A Dynamic Mode Decomposition Perspective.
[BibTeX]
[DOI]
Jithin Velayudhan
,
M. D. Narayanan
,
Ashesh Saha
,
O. K. Sikha
J. Intell. Fuzzy Syst., 2022

2021
Dynamic Mode Decomposition based salient edge/region features for content based image retrieval.
[BibTeX]
[DOI]
O. K. Sikha
,
Soman K. P.
Multim. Tools Appl., 2021

2020
Multi-resolution dynamic mode decomposition-based salient region detection in noisy images.
[BibTeX]
[DOI]
O. K. Sikha
,
K. P. Soman
Signal Image Video Process., 2020

VMD-DMD coupled data-driven approach for visual saliency in noisy images.
[BibTeX]
[DOI]
O. K. Sikha
,
K. P. Soman
,
S. Sachin Kumar
Multim. Tools Appl., 2020

2018
Salient region detection and object segmentation in color images using dynamic mode decomposition.
[BibTeX]
[DOI]
O. K. Sikha
,
S. Sachin Kumar
,
K. P. Soman
J. Comput. Sci., 2018

2016
Salient Region Detection and Segmentation in Images using Dynamic Mode Decomposition.
[BibTeX]
[DOI]
O. K. Sikha
,
S. Sachin Kumar
,
K. P. Soman
CoRR, 2016

2015
A Novel Image Encryption Scheme Using an Irrevocable Multimodal Biometric Key.
[BibTeX]
[DOI]
M. Suchithra
,
O. K. Sikha
Proceedings of the Security in Computing and Communications, 2015


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