Birla Institute of Technology, Mesra
Faculty Image

Prajna Parimita Dash

Joined Institute on : 30-Jun-2013

  • Assistant Professor
  • Electronics and Communication Engg
  • Ph.D, NIT-Rourkela
Contact Address

BIT, Mesra, Ranchi.

BIT, Mesra, Ranchi.

  • Phone Office - 09471355215
  • Phone Residence - 09471355215
  • Email - ppdash@bitmesra.ac.in
Work Experience

Teaching : 12 Years

Research : 3 Years


Teaching : 12 Years

Research : 3 Years
Professional Background
Research Areas
  • Signal and Image Processing, AI & ML, Computer Vision, Communication
Publications

Publication Details:

A.Journals:

  1. Saurabh Srivastava, Rampravesh Kumar, and Prajna Parimita Dash, “SIC-free PD-NOMA networks: A Machine-Learning Approach”, Engineering Applications of Artificial Intelligence (under review) Elsevier, 2023 (SCIE)
  2. Vishal H. Shah, Prajna Parimita Dash., “Two Stage Self-Adaptive Cognitive Neural Network for Mixed Noise Removal from Medical Images", Multimedia Tools and Applications.Springer (Accepted) 2023. (SCIE)
  3. Saurabh Srivastava, Prajna Parimita Dash, “ML-based reconfigurable symbol decoder: An alternative for next generation communication systems”, Engineering Applications of Artificial Intelligence, Vol 114C, 105123, Elsevier, June 2022 (SCIE)
  4. Saurabh Srivastava, Prajna Parimita Dash, “GP-based fair power allocation for 6G multi-user power-domain NOMA network”, Journal of Ambient Intelligence and Humanized Computing, pp. 1-12, Springer, May 2022. (SCIE)
  5. Saurabh Srivastava, Prajna Parimita Dash, “Coefficient-scaling based Fair Power Allocation for Multi-user Power-Domain Non-Orthogonal Multiple Access Network”, Journal of Circuits, Systems and Computers, Vol. 30, No. 16, 2150303, World Scientific, June 2021. (SCIE)
  6. Saurabh Srivastava, Prajna Parimita Dash, and Sanjay Kumar, “Capacity Analysis of Non-Orthogonal Multiple Access for Uplink and Downlink”, Journal of Mobile Multimedia, 171(3), pp.385–406, February 2021. (SCOPUS)
  7. Prajna Parimita Dash, Sudhansu Kumar Mishra, Kishor kumar Senapati,Ganapati Panda, “Interactive Teaching Learning Based Optimization Technique for Multiple Object Tracking”, Multimedia Tools and Applications, 80(7), pp.10577-10600 March2021. (SCIE)
  8. Amit Kumar Sahoo, Rudra Narayan Pandey, Sudhansu Kumar Mishra, Prajna Parimita Dash,"Identification of Real-Time Maglev Plant using Long-Short Term Memory Network based Deep Learning Technique." Journal of Scientific and Industrial Research (JSIR) 79 (12) 1101-1105.August2020 (SCIE)
  9. Prajna Parimita Dash, and Dipti Patra, “An efficient hybrid framework for visual tracking using Exponential Quantum Particle Filter and Mean Shift Optimization”, Multimedia Tools and Applications, Springer, 79 (29), pp 21513-21537, August 2020. (SCIE)
  10. Prajna Parimita Dash, Dipti Patra, "Mutation based Self Regulating and Self Perception Particle Swarm Optimization for Efficient Object Tracking in a Video" Measurement, Elsevier, Vol. 144, pp 311- 327, ISSN: 0263-2241, DOI: https://doi.org/10.1016/j.measurement.2019.05.030, 2019 (SCI)
  11. Prajna Parimita Dash, Dipti Patra, Efficient visual tracking using multi-feature regularized robust sparse coding and quantum particle filter based localization, Journal of Ambient Intelligence and Humanized Computing, Vol.10(2), 2019: 449-462.https://doi.org/10.1007/s12652-017-0663-5.,Springer, ISSN: 1868-5137 (Print) 1868-5145 (Online) 2019. (SCI)
  12. Prajna Parimita Dash, Dipti Patra, “Efficient Covariance based Object Tracking Algorithm using Local Binary as Texture Feature Descriptor and Ohta Model as Color Feature Descriptor ”. International Journal of intelligence studies, Inderscience, Vol.4, No.1, pp.102-112, 2015 (Scopus).ISSN online: 1755-4985 , ISSN print: 1755-4977, https://doi.org/10.1504/IJCVR.2011.04283 
  13. Prajna Parimita Dash, Dipti Patra, "Evolutionary Neural Network for Noise cancellation from Image Data", International Journal of Computational Vision and Robotics, Inderscience, Vol. 2. no. 3, pp 206-217, Oct 2011. ISSN Online, 1752-914X, ISSN Print:- 1752-9131 (SCOPUS)

 B. Book Chapter

  1. Sudhansu Kumar Mishra, Prajna Parimita Dash, Sitanshu Sekhar Sahu, and Ashutosh Rath. "A Comparative Performance Assessment of a Set of Adaptive Median Filters for Eliminating Noise from Medical Images." In Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics, pp. 121-137. CRC Press, 2022.
  2. Prajna Parimita Dash, Dipti Patra,Sudhansu Kumar Mishra “Local Binary Pattern as a feature descriptor in object tracking algorithm” Springer, Book Chapter-52, Book Title- Intelligent Computing, Networking, and Informatics, Book ID: 315851_1_En, ISBN: 978-81-322-1664-3, pp.1-8, 2013, 30-9-2013.

 

 C. International Conference

  1. Saurabh Srivastava, Prajna Parimita Dash, and Sanjay Kumar, “Decisive Analysis of Fixed Power Allocation Coefficients in a PD-NOMA Network,” 4th IEEE International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), DBCE, Goa, October 8-9, 2022.
  2. Saurabh Srivastava, Prajna Parimita Dash, “Non orthogonal multiple access: Procession towards B5G and 6G”, 2nd IEEE International Conference on Applied Electromagnetics, Signal Processing and Communication, KIIT, Bhubaneswar, November 26-28, 2021.
  3. Saurabh Srivastava, Prajna Parimita Dash, and Sanjay Kumar, “Analysis of NOMA: In Capacity domain", International Symposium on 5G and Beyond for Rural Upliftment, ISM Dhanbad and BIT Sindri, Feb 8-9,2020. 
  4. Prajna Parimita Dash, Sudhansu Kumar Mishra, Deepti Patra, “Animal tracking in wildlife footage with Quantum Particle Filter (QPF)” IEEE, 18th International Conference on Information Technology 2019, 19-21 December, IIIT, Bhubaneswar, India,2019.
  5. Sabiha Fathma, Prajna Parimita Dash, "Moment Invariant based Weed/Crop Discrimination for smart farming", International Conference on Computer, Electrical & Communication Engineering, IEEE-ICCECE, Techno India University, Kolkata, 16-18 January 2019.
  6. Neerav Sharma, Prajna Parimita Dash, Priyank Saxena, "GCD based Blind Super-Resolution for Remote Sensing Applications", IEEE Sponsored 2nd International Conference on ENERGY AND POWER ENVIRONMENT, NIT, Meghalaya, Shillong, 2nd june 2018.
  7. Arjun Abhishek, Vishal H. Shah, Prajna Parimita Dash. "Efficient Image Inpainting using Morphological Structuring Element". 6th International Conference on Engineering Technology, Science and Management Innovation (ICETSMI-2017). IETE, 11th June 2017.
  8. Prajna Parimita Dash, Dipti Patra,  "Efficient Object Tracking using Local Tetra Pattern Based Texture Feature", IEEE International Conference on Computer Graphics, Vision and Information Security (CGVIS) KIIT University, Nov-2-3, 2015 (Accepted).
  9. Ashwani Kumar,  Sudhanshu  Kumar Mishra,  Prajna Parimita Dash,  “Robust Detection & Tracking of object by Particle Filter using Color Information ”, IEEE International Conference, 4th ICCCNT 2013, July 4-6,2013,Tiruchengode, India.
  10. Prajna Parimita Dash, Dipti Patra, “Local Binary Pattern as a Feature Descriptor in Object Tracking Algorithm”  International Conference of Advance Computing, networking and Informatics (ICACNI-2013),Springer, Raipur, 12th -14th April,2013.
  11. Prajna Parimita Dash, Dipti Patra,  “Ohta based Covariance Method for Tracking Object in a Video scene” IEEE students’ conference on Electrical, electronics and Computer science, MANIT, Bhopal, March 1-2,2012.

 
Member of Professional Bodies

1.  Life Member “Association of Computer Electronics and Electrical Engineers (ACEEE)”.

2. Member “International Association of Computer Science and Information Technology(IACSIT)”.

3. Member of “International Association of Engineers(IAENG)