Arti Ranjan received her M.Tech degree in CSE from MNNIT, ALLAHABAD in 2015 and B.Tech in CSE from Institute of Engineering and Rural Technology (IERT), ALLAHABAD in 2009. She is pursuing PHD in CSE from IGDTUW, New Delhi and her area of research interests are Image Processing and Computer Vision, Machine Learning and Deep Learning.
13 years
M.Tech., B. Tech., PHD (Pursuing)
Commendable Research Award, 2023 for excellence in Research (Cash prize of 50,000) from IGDTUW, New Delhi.
1. 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).
2. 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 Indexed).
3. 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)
4. 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.
5. 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.
6. 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)
7. Arti Ranjan, Sheikh Azeemuddin “Image Denoising using Convolutional Neural Network”, International Conference on Advances in Computing, Communication Control and Networking, ICAC3N, April 2022 (Scopus)
8. 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.
9. 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.
10. 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
