Department: Information Technology

11 years

Dr. Nikita Joshi Mishra is working as an Assistant Professor at IMS Ghaziabad, University Courses Campus. She has an experience of 11 years in academics and research. She was awarded her Ph.D. in Computer Science and Engineering from Amity University Uttar Pradesh. She completed her M.Tech (Computer Science  & Engineering) from Amity University Uttar Pradesh and B.Tech from Uttar Pradesh Technical University. She has published 13 research papers in reputed national and international journals. She is also the reviewer of reputed international journals. She has attended various faculty development programmes and workshops. Her research interest include image processing, data mining and machine learning. She is a member of Amity University Network Research lab.

Areas of Interest

Image Processing
Data Mining
Machine Learning and Computer Vision
Computer Graphics
Mobile Computing
Computer Networks

Books Authored
None

Research publications in National/ International Journal

• Nikita Joshi, Improved segmentation of cardiac MRI using efficient pre-processing technique, Journal of Information Technology Research, Vol. 15(1), Article 31, pp 1-14, 2022. DOI: 10.4018/JITR.299932
• Nikita Joshi ,Discrete Total Variation based Non-Local Means Filter for Denoising Magnetic Resonance Images, Journal of Information Technology Research, Vol. 13(4), pp. 14-31, 2020
• Nikita Joshi , Effect of Regularization parameter on Total Variation based denoising on Magnetic Resonance Images, International Journal of Advances in Soft Computing and its application, Vol. 10(3), pp 54-71, 2018
• Nikita Joshi, An Improved Anisotropic Diffusion Filtering Approach for noise reduction in MRI, 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, India, 2021, pp.1-5
• Nikita Joshi , A Robust approach for application of Morphological operations on MRI, 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida 2020, pp. 585-589.
• Nikita Joshi , Segmentation based non local means filter for denoising MRI, 6th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, 2017, pp. 640-644.
• Nikita Joshi , An Improved Approach for denoising MRI using Non-Local Means Filter, 2nd Int. Conf. on Next Generation Computing (NGCT 2016) , pp. 650-654
• Nikita Joshi, Optimization of Non local means filtering technique for denoising Magnetic Resonance Images: A Review  , Proceedings of Fifth Int. Conf. on Soft Computing for Problem Solving (SOCPROS’15, IIT Roorkee), Advances in Intelligent Systems and Computing, Vol. 436, pp 1-15, 2015
• Nikita Joshi, Improving Classification Accuracy using Ensemble Learning Technique, International Journal of Computer Science & Mobile Computing, Vol 3, Issue 5, May 2014, pp.727-732
• Nikita Joshi , Clustering Techniques Analysis for Microarray data, International Journal of Computer Science & Mobile Computing, Vol 3, Issue 5, May 2014, pp.359-364
• Nikita Joshi , A Review Paper on Feature Selection Methodologies and Their Applications, International Journal of Engineering Research and Development, Vol. 7, Issue 6, June 2013, pp. 57-61
• Nikita Joshi , Semantic web-based e-Learning system, DESIDOC Journal of Library and Information Technology, Vol. 31, No. 4, July 2011, pp. 222-225
• Nikita Joshi , Statistical Machine Translation, DESIDOC Journal of Library and Information Technology, Vol. 30, No. 4, July 2010, pp. 25-32

Workshops Attended

• Successfully completed One Week Instructor Led Live Online Training On “Image Processing Using OpenCV Python” held during 22 - 26 February 2021
• Attended National Conference on “Cloud Computing Technologies and Services” in April 2013 at ABESEC, Ghaziabad
• Participated in Embedded System Workshop conducted by ATRIM Technologies from 15/07/13 to 19/07/13
• Attended National Conference on “Cloud Computing Technologies and Services” in February 2012 at ABESEC, Ghaziabad

FDP Attended

• Participated in one day Faculty Development Program on “Recent Trends & Future directions in Artificial Intelligence” held on 3rd June 2020 at Amity University Noida
• Participated in Workshop conducted by Infosys Technologies on " Faculty Enablement Program" in July 2010