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Dr. Divya Udayan J.

Assistant Professor (Sl. Gr), School of Computing, Amritapuri

Qualification: Ph.D
divyaudayanj@am.amrita.edu
Orcid Profile
Google Scholar Profile
Scopus Author ID
Research Interest: Computer Graphics and Image Processing, Geospatial Technologies and 3D Visualizations, Human-Computer Interaction, Machine Learning, Robotics, Virtual Reality (VR)

Bio

Dr. Divya Udayan J received Ph.D in Computer Science (Internet and Multimedia Engineering) from Konkuk University, S.Korea in 2015. Secured highest score during Ph.D coursework. She has Master’s degree in Engineering specialized in Embedded Systems from Amrita University, Coimbatore, India, 2010 with Distinction (Second rank) and Bachelors in Engineering in Information Technology from University of Kerala in 2005. She is currently working as Assistant Professor(Sl.Gr) in School of Computing, Amritapuri campus, Amrita Vishwa Vidyapeetham. Her research activities span a variety of topics in Computer Graphics and Image processing, Machine learning, Human Computer Interaction, Virtual Reality, Geo spatial technologies and 3D Visualizations, Robotics.

Publications

Journal Article

Year : 2023

Lightweight Deep Learning Facial Expression Recognition Model

Cite this Research Publication : Devika, R., Divya Udayan, J. (2023). "Lightweight Deep Learning Facial Expression Recognition Model." In: Tuba, M., Akashe, S., Joshi, A. (eds) ICT Systems and Sustainability. Lecture Notes in Networks and Systems, vol 516. Springer, Singapore. https://doi.org/10.1007/978-981-19-5221-0_49, 2023.

Publisher : Springer

Year : 2023

VREd: Virtual Reality in Engineering Education for Immersed and Interactive Learning: A Case Study

Cite this Research Publication : Ingale, A.K., Divya Udayan, J., Patil, S.P. (2023). "VREd: Virtual Reality in Engineering Education for Immersed and Interactive Learning: A Case Study." In: Fong, S., Dey, N., Joshi, A. (eds) ICT Analysis and Applications. Lecture Notes in Networks and Systems, vol 517. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-19-5224-1_55, 2023.

Publisher : Springer

Year : 2022

Automatic 3D Facial Landmark-Based Deformation Transfer on Facial Variants for Blendshape Generation

Cite this Research Publication : Anupama K. Ingale, A. Anny Leema, HyungSeok kim, J. Divya Udayan. "Automatic 3D Facial Landmark-Based Deformation Transfer on Facial Variants for Blendshape Generation." Arab J Sci Eng (2022). https://doi.org/10.1007/s13369-022-07403-2

Publisher : Springer

Year : 2022

Augmented Reality Assistance for Aging People: A Systematic Literature Review

Cite this Research Publication : J., Divya Udayan and Raija Halonen, and Aswani Kumar Cherukuri. "Augmented Reality Assistance for Aging People: A Systematic Literature Review," International Journal of Information Systems and Social Change (IJISSC) 13, no.1: 1-17. http://doi.org/10.4018/IJISSC.303604, 2022.

Publisher : ACM Digital Library

Year : 2021

Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review

Cite this Research Publication : Anupama K. Ingale and Divya Udayan J., “Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review”, Computer Science Review (SCOPUS, SCI(E)/IF:7.707), vol. 39, p. 100338, 2021.

Publisher : Computer Science Review

Year : 2020

Gesture Based Interaction in Immersive Virtual Reality

Cite this Research Publication : Divya Udayan J., “Gesture Based Interaction in Immersive Virtual Reality”, Engineering and Scientific International Journal(ESIJ), vol. 7, no. 2, pp. 52-56, 2020.

Publisher : Engineering and Scientific International Journal(ESIJ)

Year : 2020

A semantic classification of images by predicting emotional concepts from visual features

Cite this Research Publication : Tamil Priya, D., Divya Udayan, J, 2019, ”A semantic classification of images by predicting emotional concepts from visual features”, TEST Engineering and Management, 59(6), pp- 42-70 (SCOPUS Index)

Publisher : School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Year : 2020

Transfer learning techniques for emotion classification on visual features of images in the deep learning network

Cite this Research Publication : Tamil Priya D, Divya Udayan J, 2020, "Transfer learning techniques for emotion classification on visual features of images in the deep learning network", International Journal of Speech Technology, 23, 361–372 (SCOPUS INDEXED)

Publisher : International Journal of Speech Technology

Year : 2020

Analysis on Deep Learning methods for ECG based Cardio,vascular Disease prediction

Cite this Research Publication : Kusuma S, Divya Udayan J, 2020, "Analysis on Deep Learning methods for ECG based Cardio,vascular Disease prediction", Scalable Computing: Practice and Experience, Vol 21, No. 1, pp. 127-136 (SCOPUS, ESCI).

Publisher : Scalable Computing: Practice and Experience

Year : 2020

Affective emotion classification using feature vector of image based on visual concepts

Cite this Research Publication : D. Tamil Priya and Divya Udayan J., “Affective emotion classification using feature vector of image based on visual concepts”, The International Journal of Electrical Engineering & EducationThe International Journal of Electrical Engineering & Education (SCOPUS, SCI(E)/IF:0.938)., p. 0020720920936834, 2020.

Publisher : The International Journal of Electrical Engineering & EducationThe International Journal of Electrical Engineering & Education (SCOPUS, SCI(E)/IF:0.938)., SAGE Publications Ltd STM

Year : 2020

Gesture Based Interaction in Immersive Virtual Realit

Cite this Research Publication : Divya Udayan J,2020, “Gesture Based Interaction in Immersive Virtual Reality”, Engineering and Scientific International Journal(ESIJ), Vol 7, Issue 2, pp 52-56

Publisher : Engineering and Scientific International Journal (ESIJ)

Year : 2019

Big Data an Energy Efficient MapReduce Paradigm for Hadoop

Cite this Research Publication : M. Senthilkumar, P.Ilango, Divya Udayan J,2019 “Big Data an Energy Efficient MapReduce Paradigm for Hadoop”, Bulletin of Electrical Engineering and Informatics(SCOPUS INDEXED, Accepted)

Publisher : Bulletin of Electrical Engineering and Informatics

Year : 2019

A Comprehensive Survey on Various Semantic Based Video/Image Retrieval Techniques

Cite this Research Publication : Tamil Priya D, Divya Udayan J ,2019, “A Comprehensive Survey on Various Semantic Based Video/Image Retrieval Techniques”, International Journal of Innovative Technology and Exploring Engineering, Vol- 8, Issue 6, pp. 185- 196.(SCOPUS Index)

Publisher : International Journal of Innovative Technology and Exploring Engineering

Year : 2019

A Study on Machine Learning Techniques in Cancer Disease Prediction and Diagnosis

Cite this Research Publication : M Kiran Kumar, Divya Udayan J,2019, “ A Study on Machine Learning Techniques in Cancer Disease Prediction and Diagnosis”, Indian Journal of Public Health Research & Development, Vol 10, Issue 4, pp. 157-162.(SCOPUS Index)

Publisher : Indian Journal of Public Health Research and Development

Year : 2019

The Impact Analysis of Augmented Reality and Virtual Reality in Education

Cite this Research Publication : Tanvi Vijay, Mohit Anand, Anupama K Ingale, Divya Udayan J ,2019, “The Impact Analysis of Augmented Reality and Virtual Reality in Education”, International Journal of Recent Technology and Engineering, Vol 8, Issue 2S4,pp. 19-23 (SCOPUS INDEXED)

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication

Year : 2018

Machine Learning and Deep Learning Methods in Heart Disease (HD) Research

Cite this Research Publication : Kusuma S, Divya Udayan J, 2018, “Machine Learning and Deep Learning Methods in Heart Disease (HD) Research”, International Journal of Pure and Applied Mathematics, Volume 119, No. 18, pp., 1483 – 1496. (SCOPUS Index)

Publisher : International Journal of Pure and Applied Mathematics

Year : 2017

Estimating Construction Data Using an Authenticated Application for Urban Planning

Cite this Research Publication : S. Sree Dharinya, Ephzibah.E.P, Divya Udayan, R. Kirubathangam, Charanya.R and BoYu Gao, Estimating Construction Data Using an Authenticated Application for Urban Planning. International Journal of Civil Engineering and Technology, 8(11), 2017, pp. 446–451.

Publisher : International Journal of Civil Engineering and Technology (IJCIET)

Year : 2017

A Case Study: 3D City Generation Using Procedural Modeling Framework and Evaluation Strategies

Cite this Research Publication : Divya Udayan J, M Priya, R Charanya,Tamil Priya D and BoYu Gao,2017. “ A Case Study: 3D City Generation Using Procedural Modeling Framework and Evaluation Strategies” International Journal of Civil Engineering and Technology", 8(11), pp. 101–106.(SCOPUS INDEXED)

Publisher : International Journal of Civil Engineering and Technology

Year : 2017

Procedural Restoration of Texture and Restructuring Geometry from Façade Image

Cite this Research Publication : Divya Udayan J, HyungSeok Kim ,2017, “Procedural Restoration of Texture and Restructuring Geometry from Façade Image”, IEEE Access, Volume 6, pp. 2645-2653. (SCI(E)/IF:4.098)

Publisher : Digital Object Identifier

Year : 2016

An Analysis of Reconstruction Algorithms Applied to 3D Building Modeling

Cite this Research Publication : Divya Udayan J, 2016, “An Analysis of Reconstruction Algorithms Applied to 3D Building Modeling”, Indian Journal of Science and Technology, Vol 9 (33), pp: 1-18(SCOPUS Index).

Publisher : Indian Journal of Science and Technology

Year : 2016

Constrained Procedural Modeling of Real Buildings from Single Facade Layout

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, 2016, “Constrained Procedural Modeling of Real Buildings from Single Facade Layout”, International Journal of Computer Vision and Signal Processing, 6(1), pp: 33-46, (SCOPUS Index)

Publisher : International Journal of Computer Vision and Signal Processing

Year : 2015

An Image Based Approach to the Reconstruction of Ancient Architecture by Extracting and Arranging 3D Spatial Components

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jee-In Kim, 2015, “An Image Based Approach to the Reconstruction of Ancient Architecture by Extracting and Arranging 3D Spatial Components”, Frontiers of Information Technology & Electronic Engineering ,SCI(E)/IF:0.415, 16(1):12-27

Publisher : Frontiers of Information Technology &Electronic Engineering

Year : 2014

Fractal Based Hardware Accelerated Technique for Graphical Rendering

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jun Lee, Jee-In-Kim,2014 Fractal Based Hardware Accelerated Technique for Graphical Rendering, FutureTech, Springer LNEE, Vol 276, pp:205-212(SCOPUS Index)

Publisher : Springer LNEE

Year : 2014

Semantic Rendering Based on Information Hierarchy for Urban Navigation

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jee-In Kim, Keetae Kim, 2015, “Semantic Rendering Based on Information Hierarchy for Urban Navigation”, Applied Mathematics & Information Sciences, SCI(E)/IF:1.232 , 9, No. 2L, pp:493-504

Publisher : Applied Mathematics & Information Sciences;An International Journal

Year : 2013

Architectural Analysis of Context-Aware System in Pervasive Computing Environment

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, 2013 Architectural Analysis of Context-Aware System in Pervasive Computing Environment,KHCI2012, Journal of the HCI Society of Korea, Vol 08, No.01, pp:11-17,(KCI Index)

Publisher : Next-Generation Information Computing Development Program

Year : 2013

Modeling and Verification of Aircraft Stability Controller

Cite this Research Publication : Divya Udayan J, 2013 Modeling and Verification of Aircraft Stability Controller AICWIC2013, Proc. Published by International Journal of Computer Applications (IJCA), No.1, pp: 1-5

Publisher : Amrita International Conference of Women in Computing

Year : 2013

Fractal Based Method on Hardware Acceleration for Natural Environments Journal of Convergence

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jun Lee, Jee-In-Kim, 2013 Fractal Based Method on Hardware Acceleration for Natural Environments Journal of Convergence, Vol 4, No.03, pp:6-12

Publisher : Journal of Convergence

Year : 2010

MobileRobot Pose Estimation Based on Particle Filters for Multidimensional State Spaces

Cite this Research Publication : Divya Udayan J, Roshy M John, Gireesh Kumar T, KJ Poornaselvan, Lakshmanan S A, 2010 MobileRobot Pose Estimation Based on Particle Filters for Multidimensional State
Spaces, Springer CCIS(SCOPUS AND EI Index), Vol 101, pp.602-605

Publisher : Springer CCIS

Year : 2010

Self Localization of a Mobile Robot in Planetary Terrain

Cite this Research Publication : Divya Udayan J,Roshy M John, Gireesh Kumar T, KJ Poornaselvan,2010 Self Localization of a Mobile Robot in Planetary Terrain International Journal of Embedded Systems and Computer Engineering, Vol 2, No.1., pp.57-60

Publisher : International Journal of Embedded Systems and Computer Engineering

Conference Paper

Year : 2020

Augmented Reality in Brand Building and Marketing – Valves Industry

Cite this Research Publication : Divya Udayan J, Garvit Kataria, Rajat Yadav, Shreyansh Kothari," Augmented Reality in Brand Building and Marketing - Valves Industry", IEEE International conference, ic-ETITE’20, 2020.

Publisher : 2020 International Conference on Emerging Trends

Year : 2020

Gesture Based Interaction in Immersive Virtual Reality: A Case Study

Cite this Research Publication : Anupama K Ingale, Divya Udayan J, “Gesture Based Interaction in Immersive Virtual Reality: A Case Study”, International Conference on Artificial Intelligent, Automation, Engineering and Information Technology(AAEI-MAY-2020) , Singapore.

Publisher : Engineering and Scientific International Journal (ESIJ)

Year : 2019

A Framework for the Detection and Tracking of Human Palm and Fingertips with Depth Information Synergy

Cite this Research Publication : Divya Udayan J, Anupama K Ingale, A Framework for the Detection and Tracking of Human Palm and Fingertips with Depth Information Synergy’19, A National Technical Symposium,2019.

Publisher : A National Technical Symposium,2019.

Year : 2019

Driver Distraction Detection using Deep Learning and Computer Vision International Conference on Intelligent Computing

Cite this Research Publication : Kusuma S, DivyaUdayan J, Aashay Sachdeva, Driver Distraction Detection using Deep Learning and Computer Vision International Conference on Intelligent Computing , Instrumentation and Control Technologies, ICICICT-2019

Publisher : 2019 2nd International Conference on Intelligent Computing

Year : 2019

The Impact Analysis of Augmented Reality and Virtual Reality in Education

Cite this Research Publication : Tanvi Vijay, Mohit Anand, Anupama K Ingale, Divya Udayan J ,2019, “The Impact Analysis of Augmented Reality and Virtual Reality in Education”, International Journal of Recent Technology and Engineering, Vol 8, Issue 2S4,pp. 19-23 (SCOPUS INDEXED)

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication

Year : 2018

Comparative study of classification algorithm for diabetics data

Cite this Research Publication : Tamil Priya D, Divya Udayan J, Comparative study of classification algorithm for diabetics data International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Publisher : International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Year : 2018

A Study on Usability and Security of Midair Gesture based Locking System

Cite this Research Publication : BoYu Gao, Hyung Seok Kim, Divya Udayan J, A Study on Usability and Security of Midair Gesture based Locking System International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Publisher : International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Year : 2018

A Prototype Model of Hand Assistive System Useful for Hearing Impaired

Cite this Research Publication : Divya Udayan J, Anupama K Ingale, Hemalatha, A Prototype Model of Hand Assistive System Useful for Hearing Impaired, 18th International Conference on Intelligent Systems Design and Applications(ISDA-2018).

Publisher : 18th International Conference on Intelligent Systems Design and Applications(ISDA-2018).

Year : 2017

Balancing usability and security in gesture based locking systems

Cite this Research Publication : Divya Udayan J, BoYu Gao, Balancing usability and security in gesture based locking systems Digital Security Summit,2017.

Publisher : Digital Security Summit,2017.

Year : 2014

Methodology and Evaluation of Terrain Fusion Based on Different Resolution 2D Images

Cite this Research Publication : Divya Udayan J, Hyun-A Park, HyungSeok Kim, Jee-In Kim, Keetae Kim, Methodology and Evaluation of Terrain Fusion Based on Different Resolution 2D Images In Proc. IEEE, UNESST’14, pp.11-18 China,2014

Publisher : 2014 7th International Conference on u- and e- Service, Science and Technology

Year : 2014

Semantic Levels of Information Hierarchy for Urban Street Navigation IEEE

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jee-In-Kim, KeetaeKim, Semantic Levels of Information Hierarchy for Urban Street Navigation IEEE, BigComp2014, pp.235-240(SCOPUS AND EI Index) , Bangkok,2014.

Publisher : 2014 International Conference on Big Data and Smart Computing (BIGCOMP)

Year : 2014

An Approach for 3D Building Model Retargeting Based on Structural Inference

Cite this Research Publication : Divya Udayan J, DongEun Lee, HyungSeok Kim, Jee-In Kim,An Approach for3D Building Model Retargeting based on Structural Inference In proceeding of Korea Computer Congress(KCC2014), pp. 1300-1302, South Korea,2014.

Publisher : In proceeding of Korea Computer Congress(KCC2014), pp. 1300-1302, South Korea,2014.

Year : 2013

Ontology of 3D Visualization for Urban Navigation

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Ontology of 3D Visualization for Urban Navigation In Proc. KHCI2013, pp:149-152, South Korea,2013.

Publisher : Navigation In Proc. KHCI2013

Year : 2013

Multi-Level Information Representation Based LOD Streaming for Urban Navigation

Cite this Research Publication : Divya Udayan J, HyungSeok Kim,Jun Lee, Jee-In-Kim,Keetae Kim, Multi-Level Information Representation Based LOD Streaming for Urban Navigation IEEE , ISUVR2013, pp: 30-33, South Korea,2013

Publisher : 2013 International Symposium on Ubiquitous Virtual Reality

Year : 2012

Collimation Using Transparent Projection Screen for Augmented Environment HUDs

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, MuWook Pyeon , Collimation Using Transparent Projection Screen for Augmented Environment HUDs In Proc., CollabTech2012, pp:94-99, Japan,2012.

Book Chapter

Year : 2021

Semantic Modeling and Rendering

Cite this Research Publication : Divya Udayan J., Kim H. . 2021, “Semantic Modeling and Rendering”, Intelligent Scene Modeling and Human-Computer Interaction. Human–Computer Interaction Series. (Web of Science Book Citation Index)

Publisher : Intelligent Scene Modeling and Human-Computer Interaction. Human–Computer Interaction Series. (Web of Science Book Citation Index)

Year : 2019

Efficiency of Different SVM Kernels in Predicting Rainfall in India

Cite this Research Publication : Kiran Kumar M., Divya Udayan J., Ghananand A. (2021) Efficiency of Different SVM Kernels in Predicting Rainfall in India, Information Management and Machine Intelligence.,ICIMMI 2019. Algorithms for Intelligent Systems. Springer, Singapore. pp.169-175.

Publisher : Information Management and Machine Intelligence.,ICIMMI 2019

Year : 2018

Comparative study of classification algorithm for diabetics data

Cite this Research Publication : Tamil Priya D, Divya Udayan J, Comparative study of classification algorithm for diabetics data International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Publisher : International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Year : 2018

A Study on Usability and Security of Midair Gesture based Locking System

Cite this Research Publication : BoYu Gao, Hyung Seok Kim, Divya Udayan J, A Study on Usability and Security of Midair Gesture based Locking System International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Publisher : International Conference on Big Data and Cloud Computing (ICBDCC-2018)

Year : 2018

A Prototype Model of Hand Assistive System Useful for Hearing Impaired

Cite this Research Publication : Divya Udayan J, Anupama K Ingale, Hemalatha, A Prototype Model of Hand Assistive System Useful for Hearing Impaired, 18th International Conference on Intelligent Systems Design and Applications(ISDA-2018).

Publisher : 18th International Conference on Intelligent Systems Design and Applications(ISDA-2018).

Year : 2014

Fractal Based Hardware Accelerated Technique for Graphical Rendering

Cite this Research Publication : Divya Udayan J, HyungSeok Kim, Jun Lee, Jee-In-Kim,2014 Fractal Based Hardware Accelerated Technique for Graphical Rendering, FutureTech, Springer LNEE, Vol 276, pp:205-212(SCOPUS Index)

Publisher : Springer LNEE

Patents

Year : 2016

System and method for streaming based LOD for navigation

Cite this Research Publication : System and method for streaming based LOD for navigation, IPC G06T 1/00 G01C 21/00, Applicants: Konkuk University Industrial Cooperation Corp., Inventors : Jee-In-Kim,HyungSeok Kim, Divya Udayan J, Jun Lee, 2015.No:1015892810000, 2016

Publisher : IPC G06T 1/00 G01C 21/00, Applicants: Konkuk University Industrial Cooperation Corp.

Education
  • 2015Ph.D. in Computer Science
    Konkuk University, S.Korea
  • 2010MTech in Embedded Systems
    Amrita Vishwa Vidyapeetham, Coimbatore
  • 2005BTech in Information Technology
    Kerala University
Research & Collaborations
  • Indian Heritage Reconstruction and Augmented Reality Based Rendering Over Real Space, Seed Grant RGEMS, VIT, 2017-2018, 2 Lakhs.
  • Investigation on Geo Information Processing Communication Technologies in Urban Governance Using CityGML in Indian scenario, Seed Grant RGEMS, VIT, 2017-2018, 2 Lakhs.
  • Simulation and Visualization of Cultural heritage, NVIDIA Corporation, 2018-2019, 1.5 Lakhs
Awards & Achievements
  • IRDP AWARD for “Best Researcher & Innovation Award”, 2019.
  • Intel GRANT for Intel Movidius Stick, 2019.
  • Best Paper Award, Korea Computer Congress, 2014.
  • Best Paper Presentation Award, International Symposium on Ubiquitous Virtual Reality, 2013.
Ph. D. Students
  • Student Name : Gisha G. S.
    Topic: Realtime 3D Human Pose Estimation from Multiview Images using Deep Learning
  • Student Name: Nisha K. S.
    Topic: Personalized Assistance in Elderly People in Ambient Assistance Living
  • Student Name: Athira K. A.
    Topic: Decentralized Task Allocation in a Multi Agent Environment
Courses Taught
  • Operating Systems – 2021 Even Semester
  • Big Data Management Systems – 2021 Even Semester
  • Robotic Operating Systems – 2022 Even Semester
  • Introduction to Robotics – 2022 Odd Semester
Admissions Apply Now