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Arti Ranjan

Niels Brock Copenhagen Business College, Sharda University, Motilal Nehru National Institute of Technology, Indira Gandhi Delhi Technical University for Women

ORCID iD 0000-0002-4392-0216
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About

Working as Assistant Professor in Niels Brock copenhagen Business College (NBCBC), Denmark. she has received her M.Tech degree in CSE from MNNIT, ALLAHABAD, in 2015 and her B.Tech in CSE from the Institute of Engineering and Rural Technology (IERT), ALLAHABAD, in 2009. She is pursuing a PhD in CSE from IGDTUW, New Delhi, and her area of research interests is image processing and computer vision, machine learning, and deep learning. She has received the Commendable Research Award for 2023 and 2024 from IGDTUW for excellence in research.

Research
Publications in SCIE Indexed Journals: 7
Publications in Scopus Indexed Journals: 2
Publications in other Journals: 2
Publications in Scopus International Conferences: 4
Patent: 3 Published
Authored Book: 03
Publications as Book Chapters: 04

1. Optimized spatial relation-aware graph neural network based facial emotion recognition for reducing video conferencing fatigue (SCI- Q1)

2. ViConNet: Temporal-Spatial Probe Distilled (TSPD) Network for Real-Time Video Deblurring and Enhancement with Facial Micro-expression and Pose Estimation for Real-Time Video Conferencing (SCIE)

3. Ranjan A, Ravinder M. VAEWGAN-NCO in image deblurring framework using variational autoencoders and Wasserstein generative adversarial network. Signal, Image and Video Processing. 2024 (SCI Indexed).

4. UNetDeblur: Optimized Lightweight and Efficient Motion Deblurring for Mobile Platforms in Real-Time Scenarios (SCIE)

5. Arti Ranjan, Ravinder M. “Video-Captioning Evaluation Metric for Segments (VEMS): A Metric for Segment-level Evaluation of Video Captions with Weighted Frames “Multimedia Tools and Applications (2023). (SCI Indexed)

6. Advanced wireless fetal monitoring system using STBC, early FECG prediction, and high-efficiency encryption hardware (SCIE)

7. Ranjan, A., Ravinder, M. ROBDD-TrOCRBERTa: a novel robust-optimized blurred document text deblurring and completion with DCGAN-TrOCR and DistilRoBERTa. Int. journal of Information tecnology (2024). (Scopus Journal).

8. Ranjan, A., Ravinder, M. Data augmentation for blurred-text image deblurring using non-euclidean extrapolations. Int. j. inf. tecnol. 17, 2309–2320 (2025). https://doi.org/10.1007/s41870-024-02334-7 (Scopus Journal)

9. A. Arya, Arti Ranjan, Book chapter “Post-quantum image security: Challenges and opportunities” in the book Digital Image Security: Techniques and Applications with press Taylor & Francis Group, USA, 2024.

10. Arti Ranjan, Dr. M. Ravinder, Book chapter “Image Security using Quantum Hash Functions” in the book Digital Image Security: Techniques and Applications with press Taylor & Francis Group, USA, 2024.

11. Arti Ranjan, Sheikh Azeemuddin “Image Denoising using Convolutional Neural Network”, International Conference on Advances in Computing, Communication Control and Networking, ICAC3N, April 2022 (Scopus)

12. A. Ranjan and R. M, "Deep Learning based Image Deblurring: A Comparative Survey," 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2022, pp. 996-1002, doi: 10.1109/ICAC3N56670.2022.10074406.

13. Arti Ranjan, Ashish Arya, Dr. Ravinder M. “Quantum-Techniques in Image Processing”, IEEE 2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN), Dec 2020.

14. Ranjan, Arti and Kaur, Inderpreet, A Review of PSO-Based Task and Workflow Scheduling Analysis in Cloud Environment. Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2021

15. Ranjan, A., Ravinder, M. (2025). Enhanced Image Deblurring with the Fusion of Generative Adversarial Networks and Transformer Models. In: Malhotra, M. (eds) Innovation and Emerging Trends in Computing and Information Technologies. IETCIT 2024. Communications in Computer and Information Science, vol 2126. Springer, Cham. https://doi.org/10.1007/978-3-031-80842-5_19

16. 8. Arti Ranjan “Iot and Machine Learning Based Effective Plant Disease Classification and Detection for Agricultural Applications”, IJFANS International Journal of Food and Nutritional Sciences. ISSN PRINT 2319 1775 Online 2320 7876, Dec 2022. (UGC Care)


Certifications
Machine Learning Foundations: A Case Study Approach from Coursera
Programming for Everybody (Getting Started with Python) from Coursera
AWS Fundamentals: Migrating to the Cloud from Coursera

Award & Recognition
Commendable Research Award, 2023 & 2024 for excellence in Research (Cash prize of 50,000) from IGDTUW, New Delhi.

Area of Interest
Operating System
Cloud Computing
Software Engineering
Data Mining

Research Area
Machine Learning and Deep Learning.
Image Processing and Computer Vision

Employment

  • Niels Brock Copenhagen Business College Assistant Professor
    2025 - Present
  • Sharda University CSE
    2024 - Present
  • Indira Gandhi Delhi Technical University for Women Research Scholar
    2020 - Present

Education

  • Motilal Nehru National Institute of Technology M.Tech
    2013 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (9)