Soumya Ranjan Nayak

Soumya Ranjan Nayak was born in Odisha in 1984. He received the B.Tech and M.Tech degree in computer science and engineering from Biju Patnaik University of Technology, Odisha, India in 2009 and 2012, respectively. After he join as full time Research Scholar under the fellowship of MHRD Govt. of India (TEQIP-II) at from 2013-2017 at College of Engineering and Technology, Govt. Autonomous Engineering College, Bhubaneswar. He currently is working as an Assistant Professor at Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India. He has published more than 40 articles in prestigious international journal and conferences in the area of Fractal Graphics, Pattern Recognition and Color and Texture Analysis. His currently focus on fundamental color image processing. His research interest includes image analysis by means of fractal geometry, color and texture.

Publications

Analysis of Medical Images Using Fractal Geometry
Analysis of Medical Images Using Fractal Geometry
Soumya Ranjan Nayak, Jibitesh Mishra. © 2023. 16 pages.
Fractal dimension is an emerging research area in order to characterize the complex or irritated objects found in nature. These complex objects are failed to analyze by classical...
Monitoring the Land Use, Land Cover Changes of Roorkee Region (Uttarakhand, India) Using Machine Learning Techniques
Monitoring the Land Use, Land Cover Changes of Roorkee Region (Uttarakhand, India) Using Machine Learning Techniques
Ashish Kumar, Rahul Dev Garg, Prabhishek Singh, Achyut Shankar, Soumya Ranjan Nayak, Manoj Diwakar. © 2023. 16 pages.
Satellite images play an important role for capturing Earth's surface. Using satellite images land cover monitoring could be done through which the modification or changes on...
Cooperative IDS for Detecting Collaborative Attacks in RPL-AODV Protocol in Internet of Everything
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. © 2023. 33 pages.
Internet of everything (IoET) is one of the key integrators in Industry 4.0, which contributes to large-scale deployment of low-power and lossy (LLN) networks to connecting...
Offline Handwritten Character and Numeral Recognition: A Kernel-Based Approach
Offline Handwritten Character and Numeral Recognition: A Kernel-Based Approach
Abhisek Sethy, Prashanta Kumar Patra, Soumya Ranjan Nayak, Ramesh Chandra Poonia. © 2022. 21 pages.
Automatic Character Recognition for the handwritten Indic script has listed up as most the challenging area for research in the field of pattern recognition. Although a great...
Examining Fractal Image Processing and Analysis
Examining Fractal Image Processing and Analysis
Soumya Ranjan Nayak, Jibitesh Mishra. © 2020. 305 pages.
Digital image processing is a field that is constantly improving. Gaining high-level understanding from digital images is a key requirement for computing. One aspect of study...
Bio-Medical Image Processing: Medical Image Analysis for Malaria With Deep Learning
Bio-Medical Image Processing: Medical Image Analysis for Malaria With Deep Learning
Rasmita Lenka, Koustav Dutta, Ashimananda Khandual, Soumya Ranjan Nayak. © 2020. 12 pages.
The chapter focuses on application of digital image processing and deep learning for analyzing the occurrence of malaria from the medical reports. This approach is helpful in...
Image Enhancement: Application of Dehazing and Color Correction for Enhancement of Nighttime Low Illumination Image
Image Enhancement: Application of Dehazing and Color Correction for Enhancement of Nighttime Low Illumination Image
Rasmita Lenka, Asimananda Khandual, Koustav Dutta, Soumya Ranjan Nayak. © 2020. 13 pages.
This chapter describes a novel method to enhance degraded nighttime images by dehazing and color correction method. In the first part of this chapter, the authors focus on...
Analysis of Medical Images Using Fractal Geometry
Analysis of Medical Images Using Fractal Geometry
Soumya Ranjan Nayak, Jibitesh Mishra. © 2019. 21 pages.
Fractal dimension is an emerging research area in order to characterize the complex or irritated objects found in nature. These complex objects are failed to analyze by classical...