Soumya Ranjan Nayak

According to our database, Soumya Ranjan Nayak authored at least 35 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images.

Sohamkumar Chauhan, Damodar Reddy Edla, Vijayasree Boddu, M. Jayanthi Rao, Ramalingaswamy Cheruku, Soumya Ranjan Nayak, Sheshikala Martha, Kamppa Lavanya, Tsedenya Debebe Nigat

BMC Medical Imaging, December, 2024

Biomedical signal to image conversion and classification using flexible deep learning techniques.

Abhishek Das, Soumya Ranjan Nayak, Mihir Narayan Mohanty, Piyush Kumar Shukla

Int. J. Bus. Intell. Data Min., 2024

2023

DMF-Net: a deep multi-level semantic fusion network for high-resolution chest CT and X-ray image de-noising.

Tapan Kumar Nayak, Chandra Sekhara Rao Annavarapu, Soumya Ranjan Nayak, Berihun Molla Gedefaw

BMC Medical Imaging, December, 2023

MediBlocks: secure exchanging of electronic health records (EHRs) using trust-based blockchain network with privacy concerns.

Erukala Suresh Babu, B. V. RamNaresh Yadav, A. Kousar Nikhath, Soumya Ranjan Nayak, Waleed S. Alnumay

Clust. Comput., August, 2023

Dual image-based reversible fragile watermarking scheme for tamper detection and localization.

Aditya Kumar Sahu, Monalisa Sahu, Pramoda Patro, Gupteswar Sahu, Soumya Ranjan Nayak

Pattern Anal. Appl., May, 2023

Off-line signature verification using elementary combinations of directional codes from boundary pixels.

Md. Ajij, Sanjoy Pratihar, Soumya Ranjan Nayak, Thomas Hanne, Diptendu Sinha Roy

Neural Comput. Appl., March, 2023

Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification.

Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Ranjit Panigrahi, Akash Kumar Bhoi

Big Data Min. Anal., March, 2023

Enhanced framework for COVID-19 prediction with computed tomography scan images using dense convolutional neural network and novel loss function.

Anand Motwani, Piyush Kumar Shukla, Mahesh Kumar Pawar, Manoj Kumar, Uttam Ghosh, Waleed S. Alnumay, Soumya Ranjan Nayak

Comput. Electr. Eng., January, 2023

Cooperative IDS for Detecting Collaborative Attacks in RPL-AODV Protocol in Internet of Everything.

Erukala Suresh Babu, Bhukya Padma, Soumya Ranjan Nayak, Nazeeruddin Mohammad, Uttam Ghosh

J. Database Manag., 2023

2022

License plate recognition using neural architecture search for edge devices.

Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya Ranjan Nayak, Janmenjoy Nayak, Shanmuganathan Vimal, Seifedine Kadry

Int. J. Intell. Syst., December, 2022

A blockchain security scheme to support fog-based internet of things.

Debasis Mohapatra, Sourav Kumar Bhoi, Kalyan Kumar Jena, Soumya Ranjan Nayak, Akansha Singh

Microprocess. Microsystems, March, 2022

Modified U-NET Architecture for Segmentation of Skin Lesion.

Vatsala Anand, Sheifali Gupta, Deepika Koundal, Soumya Ranjan Nayak, Paolo Barsocchi, Akash Kumar Bhoi

Sensors, 2022

Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI.

Sathyanarayanan Gopalakrishnan, Supriya Sridharan, Soumya Ranjan Nayak, Janmenjoy Nayak, Swaminathan Venkatraman

Pattern Recognit. Lett., 2022

Directive clustering contrast-based multi-modality medical image fusion for smart healthcare system.

Manoj Diwakar, Prabhishek Singh, Achyut Shankar, Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal, Ravinder Singh, Dilip Singh Sisodia

Netw. Model. Anal. Health Informatics Bioinform., 2022

A novel service robot assignment approach for COVID-19 infected patients: a case of medical data driven decision making.

Kalyan Kumar Jena, Soumya Ranjan Nayak, Sourav Kumar Bhoi, K. D. Verma, Deo Prakash, Abhishek Gupta

Multim. Tools Appl., 2022

A deep learning based approach to detect IDC in histopathology images.

Isha Gupta, Soumya Ranjan Nayak, Sheifali Gupta, Swati Singh, K. D. Verma, Abhishek Gupta, Deo Prakash

Multim. Tools Appl., 2022

An automated deep learning models for classification of skin disease using Dermoscopy images: a comprehensive study.

Vatsala Anand, Sheifali Gupta, Soumya Ranjan Nayak, Deepika Koundal, Deo Prakash, K. D. Verma

Multim. Tools Appl., 2022

Framework for Enhancing the Traceability in Supply Chain Using Blockchain.

Harsha Chauhan, Deepali Gupta, Sheifali Gupta, Soumya Ranjan Nayak, Achyut Shankar, Prabhisek Singh

J. Interconnect. Networks, 2022

Multi-class Skin Disease Classification Using Transfer Learning Model.

Vatsala Anand, Sheifali Gupta, Deepika Koundal, Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal

Int. J. Artif. Intell. Tools, 2022

An ensemble artificial intelligence-enabled MIoT for automated diagnosis of malaria parasite.

Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal, Vaibhav Arora, Utkarsh Sinha

Expert Syst. J. Knowl. Eng., 2022

A distributed identity-based authentication scheme for internet of things devices using permissioned blockchain system.

Erukala Suresh Babu, Ajay Kumar Dadi, Krishna Kant Singh, Soumya Ranjan Nayak, Akash Kumar Bhoi, Akansha Singh

Expert Syst. J. Knowl. Eng., 2022

Intrusion detection in cyber-physical environment using hybrid Naïve Bayes - Decision table and multi-objective evolutionary feature selection.

Ranjit Panigrahi, Samarjeet Borah, Moumita Pramanik, Akash Kumar Bhoi, Paolo Barsocchi, Soumya Ranjan Nayak, Waleed S. Alnumay

Comput. Commun., 2022

Blockchain-based Intrusion Detection System of IoT urban data with device authentication against DDoS attacks.

Erukala Suresh Babu, B. K. N. Srinivasarao, Soumya Ranjan Nayak, Amit Verma, Fayez Alqahtani, Amr Tolba, Amrit Mukherjee

Comput. Electr. Eng., 2022

Integrated Industrial Reference Architecture for Smart Healthcare in Internet of Things: A Systematic Investigation.

Aswani Devi Aguru, Erukala Suresh Babu, Soumya Ranjan Nayak, Abhisek Sethy, Amit Verma

Algorithms, 2022

Analysis of Noise Pollution during Dussehra Festival in Bhubaneswar Smart City in India: A Study Using Machine Intelligence Models.

Sourav Kumar Bhoi, Chittaranjan Mallick, Chitta Ranjan Mohanty, Soumya Ranjan Nayak

Appl. Comput. Intell. Soft Comput., 2022

2021

UAVs path planning architecture for effective medical emergency response in future networks.

Sara Imran Khan, Zakria Qadir, Hafiz Suliman Munawar, Soumya Ranjan Nayak, Anil Kumar Budati, K. D. Verma, Deo Prakash

Phys. Commun., 2021

Offline signature verification using deep neural network with application to computer vision.

Neha Sharma, Sheifali Gupta, Puneet Mehta, Xiaochun Cheng, Achyut Shankar, Prabhisek Singh, Soumya Ranjan Nayak

J. Electronic Imaging, 2021

Machine learning-based classification: an analysis based on COVID-19 transmission electron microscopy images.

Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Chinmaya Ranjan Pattanaik

Int. J. Comput. Appl. Technol., 2021

MED-NET: a novel approach to ECG anomaly detection using LSTM auto-encoders.

Koustav Dutta, Rasmita Lenka, Soumya Ranjan Nayak, Asimananda Khandual, Akash Kumar Bhoi

Int. J. Comput. Appl. Technol., 2021

Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study.

Soumya Ranjan Nayak, Deepak Ranjan Nayak, Utkarsh Sinha, Vaibhav Arora, Ram Bilas Pachori

Biomed. Signal Process. Control., 2021

2020

Edge and region segmentation in high-resolution aerial images using improved kernel density estimation: A hybrid approach.

Muthukumaran Malarvel, Soumya Ranjan Nayak

J. Intell. Fuzzy Syst., 2020

Detection of bifurcations and cross-over points from retinal vasculature map using modified window feature-point detection approach.

Meenu Garg, Sheifali Gupta, Soumya Ranjan Nayak

Int. J. Comput. Appl. Technol., 2020

QPSO-CD: Quantum-behaved Particle Swarm Optimization Algorithm with Cauchy Distribution.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng, Soumya Ranjan Nayak

CoRR, 2020

2019

Analysing roughness of surface through fractal dimension: A review.

Soumya Ranjan Nayak, Jibitesh Mishra, Gopinath Palai

Image Vis. Comput., 2019

Vehicle Number Plate Detection: An Edge Image Based Approach.

Kalyan Kumar Jena, Soumya Ranjan Nayak, Sasmita Mishra, Sarojananda Mishra

Proceedings of the Progress in Advanced Computing and Intelligent Engineering, 2019