Our Faculty

Year : 2024

SwinCNN: An Integrated Swin Transformer and CNN for Improved Breast Cancer Grade Classification

Cite this Research Publication : Sreelekshmi V,Pavithran K,Jyothisha J. Nair, SwinCNN: An Integrated Swin Transformer and CNN for Improved Breast Cancer Grade Classification, IEEE Access, 2024

Publisher : IEEE

Year : 2022

Influence Minimization With Node Surveillance in Online Social Networks

Cite this Research Publication : Jyothisha J. Nair, Jo Cheriyan, Influence Minimization With Node Surveillance in Online Social Networks, IEEE Access, 2022.

Publisher : IEEE

Year : 2022

A privacy preserving diagnostic collaboration framework for facial paralysis using federated learning

Cite this Research Publication : Divya G. Nair, Jyothisha J. Nair, K. Jaideep Reddy, C.V. Aswartha Narayana, A privacy preserving diagnostic collaboration framework for facial paralysis using federated learning, Engineering Applications of Artificial Intelligence, 2022.

Publisher : Elsevier

Year : 2022

Scene Graph Generation Using Depth, Spatial, and Visual Cues in 2D Images

Cite this Research Publication : A. S. Kumar, Jyothisha J. Nair, Scene Graph Generation Using Depth, Spatial, and Visual Cues in 2D Images, IEEE Access, vol. 10, pp. 1968–1978, 2022.

Publisher : IEEE

Year : 2021

A novel SPLIT-SIM approach for efficient image retrieval

Cite this Research Publication : A. S. Kumar,Jyothisha J. Nair, A novel SPLIT-SIM approach for efficient image retrieval, Multimedia Systems, vol. 28, no. 2, pp. 659–672,2021.

Publisher : Springer Nature

Year : 2019

Pair wise training for stacked convolutional autoencoders using small scale images

Cite this Research Publication : A. S. Kumar and J. J. Nair, Pair wise training for stacked convolutional autoencoders using small scale images,Journal of Intelligent & Fuzzy Systems, vol. 36, no. 3, pp. 1987–1995, Mar. 2019, doi: 10.3233/jifs-169910.

Publisher : IOS Press

Year : 2018

ex-FTCD: A novel mapreduce model for distributed multi source shortest path problem

Cite this Research Publication : R. G. Gayathri and Jyothisha J. Nair, ex-FTCD: A novel mapreduce model for distributed multi source shortest path problem, Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 1643–1652, 2018.

Publisher : IOS Press

Year : 2017

Improvised Apriori with Frequent Subgraph Tree for Extracting Frequent Subgraphs

Cite this Research Publication :
Jyothisha J. Nair and Thomas, S., Improvised Apriori with Frequent Subgraph Tree for Extracting Frequent Subgraphs, Journal of Intelligent and Fuzzy Systems, vol. 32, no. 4, pp. 3209-3219, 2017

Year : 2016

Distributed Scalable Community Evolution in Voice call Network

Cite this Research Publication : G. RG, Nair, J. J., and Kaimal, M. R., “Distributed Scalable Community Evolution in Voice call Network”, Journal of Parallel and Distributed Computing, Elsevier, 2016.

Publisher : Journal of Parallel and Distributed Computing, Elsevier

Year : 2015

Towards efficient analysis of massive networks

Cite this Research Publication : R. G. Gayathri, Jyothisha J. Nair, Towards efficient analysis of massive networks, International Journal of Applied Engineering Research, vol. 10, pp. 222-227, 2015.

Year : 2014

Intensity inhomogeneity correction using modified homomorphic unsharp masking

Cite this Research Publication : Jyothisha J. Nair, Govindan, V. Kb, Intensity inhomogeneity correction using modified homomorphic unsharp masking, Journal of Medical Imaging and Health Informatics, vol. 4, pp. 285-290, 2014.

Year : 2013

Multi-scale Segmentation Based on Nonlinear Complex Diffusion

Cite this Research Publication : Jyothisha J. Nair and Govindan, V. K., Multi-Scale Segmentation Based on Nonlinear Complex Diffusion, Journal of Medical Imaging and Health Informatics, vol. 3, pp. 242–245, 2013.

Publisher : Journal of Medical Imaging and Health Informatics, American Scientific Publishers,

Year : 2012

Automatic Segmentation Employing Fuzzy Connectedness

Cite this Research Publication : Jyothisha J. Nair and Govindan, V. K., Automatic Segmentation Employing Fuzzy Connectedness, International Review on Computers and Software, vol. 7, no. 2, pp. 561-567, 2012

Year : 2022

Compact-VG: A Small-scale Dataset for Scene Graph Generation

Cite this Research Publication : A. S. Kumar and Jyothisha J. Nairr, Compact-VG: A Small-scale Dataset for Scene Graph Generation, Data Engineering and Intelligent Computing, pp. 179–188, 2022, doi: 10.1007/978-981-19-1559-8_18.

Publisher : Springer Nature

Year : 2018

Construction of Multiplicative Graph Spanners using Minimum Connected Dominating Set with Bounded Diameter

Cite this Research Publication : P. Tatikonda, Kuppili, H., Paila, A., Pail, J., and Jayakumar P., Jyothisha J. Nair, Construction of Multiplicative Graph Spanners using Minimum Connected Dominating Set with Bounded Diameter,2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI),2018, doi: 10.1109/icacci.2018.8554779.

Publisher : IEEE

Year : 2018

Computing Multiplicative Spanners Efficiently for a Class of Simple Graphs

Cite this Research Publication : Yashwanth Veluri, P Jayakumar, Jyothisha J Nair, Computing Multiplicative Spanners Efficiently for a Class of Simple Graphs,2018 International Conference on Data Science and Engineering (ICDSE), Kochi, India, 2018.

Publisher : IEEE

Year : 2017

Alzheimer’s disease diagnosis in MR images using statistical methods

Cite this Research Publication : Jyothisha J. Nair and Mohan, N., Alzheimer's disease diagnosis in MR images using statistical methods, in Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017, 2017

Publisher : IEEE

Year : 2017

All pair shortest path using distributed architectures

Cite this Research Publication : S. Vaid, Salih, R., Gayathri, R. G., and Jyothisha J. Nair, All pair shortest path using distributed architectures, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : IEEE

Year : 2016

A Survey on extracting Frequent Subgraphs

Cite this Research Publication : S. Thomas, Jyothisha J. Nair,A Survey on extracting Frequent Subgraphs, International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016.

Publisher : IEEE

Year : 2016

Improvised Apriori with Frequent Sub-graph Tree for Extracting frequent sub-graphs

Cite this Research Publication :
Jyothisha J. Nair and Thomas, S., “Improvised Apriori with Frequent Sub-graph Tree for Extracting frequent sub-graphs”, in International Conference on Advances in Computing, Communications and Informatics (ICACCI-2016), 2016.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI-2016)

Year : 2015

Complex Diffusion Based Image Inpainting

Cite this Research Publication : N. Gopinath, k, A., J Shankar, A., and Jyothisha J. Nair, “Complex Diffusion Based Image Inpainting”, in 1st International Conference on Next Generation Computing Technologies (NGCT-2015) , 2015

Publisher : 1st International Conference on Next Generation Computing Technologies (NGCT-2015)

Year : 2014

A robust non local means maximum likelihood estimation method for Rician noise reduction in MR images

Cite this Research Publication :
Jyothisha J. Nair and Mohan, N., A robust non local means maximum likelihood estimation method for Rician noise reduction in MR images, in Communications and Signal Processing (ICCSP), 2014 International Conference on Communication and Signal Processing, 2014

Publisher : IEEE

Year : 2024

Transfer Learning-based Object Detection Models for Improved Diagnosis of Tomato Leaf Disease

Cite this Research Publication : Neeraj S. Kumar, Jyothika Sony, Arathi Premkumar, Meenakshi R,Jyothisha J Nair, Transfer Learning-based Object Detection Models for Improved Diagnosis of Tomato Leaf Disease, Procedia Computer Science,2024

Publisher : Elsevier

Year : 2024

Feedback-Regulated Information Fusion Approach for Optimizing Multiple Spread Control in complex Network

Cite this Research Publication : Jyothisha J. Nair, Jo Cheriyan, Feedback-Regulated Information Fusion Approach for Optimizing Multiple Spread Control in complex Network,Procedia Computer Science, 2024.

Publisher : Elsevier

Year : 2024

Detection and Classification of Respiratory Syndromes in Original and modified DCGAN Augmented Neonatal Infrared Datasets

Cite this Research Publication : Jyothisha J. Nair, S Sarath, Detection and Classification of Respiratory Syndromes in Original and modified DCGAN Augmented Neonatal Infrared Datasets, 2024.

Publisher : Elsevier

Year : 2024

Variational Auto encoders for Improved Breast Cancer Classification

Cite this Research Publication : Jyothisha J. Nair, V Sreelekshmi, Variational Auto encoders for Improved Breast Cancer Classification, Procedia Computer Science, 2024.

Publisher : Elsevier

Year : 2023

Vision Based Gesture Recognition

Cite this Research Publication : Hrishikesh P,Akshay V, Anugraha K, Subramaniam T.R.H, Jyothisha J. Nair, Vision Based Gesture Recognition, Procedia Computer Science, 2023.

Year : 2023

Diabetic Retinopathy Grading From Color Fundus Images: An Autotuned Deep Learning Approach

Cite this Research Publication : T.R. Athira,Jyothisha J Nair, Diabetic Retinopathy Grading From Color Fundus Images: An Autotuned Deep Learning Approach, Procedia Computer Science,2023.

Publisher : Elsevier

Year : 2023

Wheat Disease Detection And Growth Stage Monitoring Using Deep Learning Architectures

Cite this Research Publication : Jyothisha J. Nair, Stephi S, Wheat Disease Detection And Growth Stage Monitoring Using Deep Learning Architectures, International Conference on Computing Communication and Networking Technologies (ICCCNT),2023.

Publisher : IEEE

Year : 2022

Nuclei Segmentation Using UNet with EfficientNetV2 as Encoder

Cite this Research Publication : Manju Balakrishna Pillai, Jyothisha J. Nair, Nuclei Segmentation Using UNet with EfficientNetV2 as Encoder, ICT Systems and Sustainability, 2022.

Publisher : Springer

Year : 2022

Deep Learning Approach for Brown Spot Detection and Nitrogen Deficiency Estimation in Rice Crops

Cite this Research Publication : R. Hridya Krishna, Anjali Manoj, K. P. Vaishnavi, Jyothisha J. Nair, Deep Learning Approach for Brown Spot Detection and Nitrogen Deficiency Estimation in Rice Crops, ICT Systems and Sustainability,2022.

Publisher : Springer

Year : 2022

Exploring SVM for Federated Machine Learning Applications

Cite this Research Publication : Divya G. Nair, C. V. Aswartha Narayana, K. Jaideep Reddy,Jyothisha J. Nair, Exploring SVM for Federated Machine Learning Applications, Advances in Distributed Computing and Machine Learning , 2022.

Publisher : Springer

Year : 2022

Ensemble Deep Learning Model for Breast Histopathology Image Classification

Cite this Research Publication : Aiswarya Venugopal, V. Sreelekshmi, Jyothisha J. Nair, Ensemble Deep Learning Model for Breast Histopathology Image Classification, 2022.

Publisher : Springer

Year : 2022

A Unified Analysis of Masked Face Recognition & Social Distancing Detection

Cite this Research Publication : Sahana Rangasrinivasan, Sunku Sumeghana,Reddi Sai Ruthwik, Sri Lohitha Bhagam, Jyothisha J Nair, A Unified Analysis of Masked Face Recognition & Social Distancing Detection, Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT), 2022.

Publisher : IEEE

Year : 2022

Deep Learning Based Model for Multi-class Classification of Cervical Cells Using Pap Smear Images

Cite this Research Publication : S. Nayar, J. Vinitha Panicker and J. J. Nair, "Deep Learning Based Model for Multi-class Classification of Cervical Cells Using Pap Smear Images," 2022 IEEE 7th International conference for Convergence in Technology (I2CT), Mumbai, India, 2022, pp. 1-6, doi: 10.1109/I2CT54291.2022.9825187.

Publisher : IEEE

Year : 2021

Deep Learning Approaches for Detection of Covid-19 Using Chest X-Ray Images

Cite this Research Publication : Hridya Krishna R, Vaishnavi K P, M Anagha Ramadas,Nikita Chanalya, Anjali Manoj, Jyothisha J Nair, Deep Learning Approaches for Detection of Covid-19 Using Chest X-Ray Images, 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT),2021.

Publisher : IEEE

Year : 2021

Coreference Resolution for Ambiguous Pronoun with BERT and MLP

Cite this Research Publication : Rohan Nair,Vadla Niranjan Vara Prasad, A Sreenadh, Jyothisha J. Nair, Coreference Resolution for Ambiguous Pronoun with BERT and MLP, International Conference on Advances in Computing and Communications (ICACC), 2021.

Publisher : IEEE

Year : 2021

Haze Removal Using Generative Adversarial Network

Cite this Research Publication : Amrita Sanjay, J. Jyothisha Nair, G. Gopakumar, Haze Removal Using Generative Adversarial Network, Lecture Notes in Electrical Engineering, 2021.

Publisher : Elsevier

Year : 2021

Breast Mass Classification Using Classic Neural Network Architecture and Support Vector Machine

Cite this Research Publication : R. Priya, V. Sreelekshmi, Jyothisha J. Nair & G. Gopakumar , Breast Mass Classification Using Classic Neural Network Architecture and Support Vector Machine, Lecture Notes in Electrical Engineering,2021

Publisher : Springer

Year : 2020

F-test feature selection in Stacking ensemble model for breast cancer prediction

Cite this Research Publication : Dhanya R, Paul Irene Rose, Akula Sai Sindhu, Sivakumar Madhumathi, Jyothisha J. Nair, F-test feature selection in Stacking ensemble model for breast cancer prediction, Procedia Computer Science, 2020.

Publisher : Elsevier

Year : 2020

Computing Articulation Points Using Maximal Clique-Based Vertex Classification

Cite this Research Publication : Sadhu Sai Kaushal, Mullapudi Aseesh,Jyothisha J Nair, Computing Articulation Points Using Maximal Clique-Based Vertex Classification, Advanced Computing and Intelligent Engineering,2020.

Publisher : Springer

Year : 2020

Malignant Lung Nodule Detection using Deep Learning

Cite this Research Publication : Amrit Sreekumar, Karthika Rajan Nair,Sneha Sudheer, H Ganesh Nayar, Jyothisha J Nair, Malignant Lung Nodule Detection using Deep Learning, International Conference on Communication and Signal Processing (ICCSP),2020.

Publisher : IEEE

Year : 2020

A Study on Prediction and Spreading of Epidemic Diseases

Cite this Research Publication : Achyuth Ajith,Karthika Manoj,H Kiran,Pooja Jayakumar Pillai,Jyothisha J Nair, A Study on Prediction and Spreading of Epidemic Diseases, 2020 International Conference on Communication and Signal Processing (ICCSP),2020.

Publisher : IEEE

Year : 2020

Thermal Facial Expression Recognition Using Modified ResNet152

Cite this Research Publication : Thermal facial expression recognition using modified resnet152AK Prabhakaran, JJ Nair, S Sarath, Advances in Computing and Network Communications: Proceedings of CoCoNet 2020, Volume 2

Publisher : Springer

Year : 2019

Coreference Resolution in Ambiguous Pronouns Using BERT and SVM

Cite this Research Publication : Jyothisha J. Nair, Monisha Mohan,Coreference Resolution in Ambiguous Pronouns Using BERT and SVM, 2019 9th International Symposium on Embedded Computing and System Design (ISED), 2019.

Publisher : IEEE

Year : 2019

An Improved method for sharing medical images for Privacy Preserving Machine Learning using Multiparty Computation and Steganography

Cite this Research Publication : R Vignesh, R Vishnu,Sreenu M Raj, M B Akshay, Divya G Nair, Jyothisha J Nair, An Improved method for sharing medical images for Privacy Preserving Machine Learning using Multiparty Computation and Steganography, 2019 9th International Conference on Advances in Computing and Communication (ICACC), 2019.

Publisher : IEEE

Year : 2019

A Comparative Study for Breast Cancer Prediction using Machine Learning and Feature Selection

Cite this Research Publication : R. Dhanya, Irene Rose Paul, Sai Sindhu Akula,Madhumathi Sivakumar, Jyothisha J. Nair, A Comparative Study for Breast Cancer Prediction using Machine Learning and Feature Selection, 2019 International Conference on Intelligent Computing and Control Systems (ICCS),2019.

Publisher : IEEE

Year : 2019

Influencing Community Detection Using Overlapping Communities

Cite this Research Publication : C.M. Aparna, Jyothisha J. Nair, Influencing Community Detection Using Overlapping Communities, Fourth International Conference on Computing Communication Control and Automation (ICCUBEA),2019.

Publisher : IEEE

Year : 2018

Optimization of Gaussian Membership Functions using Unscented Kalman Filter

Cite this Research Publication : S Deepak, R Aiswarya, C Aparna, Jyothisha J. Nair, Optimization of Gaussian Membership Functions using Unscented Kalman Filter, 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : IEEE

Year : 2018

Uncovering the Relationship Among Overlapping Communities

Cite this Research Publication : C M Aparna, Jyothisha J Nair, Uncovering the Relationship Among Overlapping Communities, International Conference on Communication and Signal Processing (ICCSP), 2018

Publisher : IEEE

Year : 2018

Commercial Mango Juice Classification Using Fuzzy Logic

Cite this Research Publication : Nellissery Cheryl Anto Jaya, S Krishnapriya, Jyothisha J Nair, Commercial Mango Juice Classification Using Fuzzy Logic, International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : IEEE

Year : 2017

Mapreduce model for finding closely knit communities in large scale networks

Cite this Research Publication : R. G. Gayathri and Jyothisha J. Nair, “Mapreduce model for finding closely knit communities in large scale networks”, 2017 International Conference on Communication and Signal Processing (ICCSP), 2017

Publisher : IEEE

Year : 2017

Dynamic vehicle routing for solid waste management

Cite this Research Publication : V. Sreelekshmi and Jyothisha J. Nair, Dynamic vehicle routing for solid waste management, IEEE Region 10 Symposium (TENSYMP), Cochin, India, 2017.

Publisher : IEEE

Year : 2017

Content-based 3D image retrieval using point cloud library a novel approach for the retrieval of 3D images

Cite this Research Publication : G. Aiswarya, Valsaraj, N., Vaishak, M., Nair, T. U., Karthik, V., and Jyothisha J. Nair, Content-based 3D image retrieval using point cloud library a novel approach for the retrieval of 3D images,Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017, 2017.

Publisher : IEEE

Year : 2016

Extending Full Transitive Closure to Rank Removable Edges in GN Algorithm☆

Cite this Research Publication : Gayathri R.G.,Jyothisha J. Nair,Kaimal M.R, Extending Full Transitive Closure to Rank Removable Edges in GN Algorithm, Procedia Computer Science, 2016.

Publisher : Elsevier

Year : 2016

Interactive Learning System for the Hearing Impaired and the Vocally Challenged

Cite this Research Publication : H. N and Jyothisha J. Nair, Interactive Learning System for the Hearing Impaired and the Vocally Challenged, International Conference on Advances in Computing, Communications and Informatics (ICACCI-2016), 2016

Publisher : IEEE

Year : 2016

Image convolution optimization using sparse matrix vector multiplication technique

Cite this Research Publication : B. Bipin and Jyothisha J. Nair, Image convolution optimization using sparse matrix vector multiplication technique,2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016.

Publisher : IEEE

Year : 2016

Extending Full Transitive Closure to Rank Removable Edges in GN Algorithm

Cite this Research Publication :
R. G. Gayathri, Jyothisha J. Nair, and Dr. Kaimal, M. R., “Extending Full Transitive Closure to Rank Removable Edges in GN Algorithm”, Proceedings of the 6th International Conference on Advances in Computing and Communications, vol. 93. pp. 995–1002, 2016

Publisher : Proceedings of the 6th International Conference on Advances in Computing and Communications.

Year : 2015

Complex difffusion based image inpainting

Cite this Research Publication : Nithin Gopinath, Arjun K,J Adithya Shankar,Jyothisha J Nair, Complex difffusion based image inpainting, 2015 1st International Conference on Next Generation Computing Technologies (NGCT),2015.

Publisher : IEEE

Year : 2015

Robust Non-Local Total Variation Image Inpainting

Cite this Research Publication :
D. Francis and Jyothisha J. Nair, Robust Non-Local Total Variation Image Inpainting,7th International Conference on Computational Intelligence and Communication Networks (CICN 2015), 2015

Publisher : IEEE

Year : 2015

Denoising of DT-MR Images with an Iterative PCA

Cite this Research Publication : S. U. Priya and Jyothisha J. Nair, Denoising of DT-MR Images with an Iterative PCA, Second International Symposium on Computer Vision and the Internet (VisionNet’15), Procedia Computer Science, vol. 58. Elsevier, pp. 603 - 613, 2015.

Publisher : Elsevier

Year : 2015

Classification of patterns on high resolution SAR images

Cite this Research Publication : B. Bhadran and Jyothisha J. Nair,Classification of patterns on high resolution SAR images, 2015 International Conference on Computing and Network Communications, CoCoNet 2015, 2015, pp. 784-792.

Publisher : IEEE

Year : 2014

Denoising of SAR Images Using Maximum Likelihood Estimation

Cite this Research Publication : Jyothisha J. Nair, Bhadran B, Denoising of SAR Images Using Maximum Likelihood Estimation, 2014 International Conference on Communication and Signal Processing, IEEE,2014

Publisher : IEEE

Year : 2014

A Cost Effective Form Tester for Evaluating Cam and Circularity Error Profiles

Cite this Research Publication :
Dr. Ganesh Udupa, Akshay J. D., Lakshmi S. S., Harikrishnan S., Rajesh Raveendran, Jyothisha J. Nair, and Surendran K. N., “A Cost Effective Form Tester for Evaluating Cam and Circularity Error Profiles”, International Colloquium on Materials,Manufacturing and Metrology-ICMMM2014. IIT Madras,Chennai, 2014.

Publisher : International Colloquium on Materials,Manufacturing and Metrology-ICMMM2014

Year : 2012

Speckle Noise Reduction Using Fourth Order Complex Diffusion Based Homomorphic Filter

Cite this Research Publication : Jyothisha J. Nair and Govindan, V. K., Speckle Noise Reduction Using Fourth Order Complex Diffusion Based Homomorphic Filter, Advances in Computing and Information Technology, pp. 895–903, 2012

Publisher : Springer

Year : 2011

Automatic Segmentation of MR Brain Images

Cite this Research Publication : V. K. Govindan, Jyothisha J. Nair, Automatic Segmentation of MR Brain Images, ACM International Conference Proceeding Series, 2011.