Mahima

Designation:

Assistant Professor

Date of Joining at NITK:

Monday, December 16, 2024

Professional Experience:

1. Dec 2024 - Till date: Assistant Professor, NITK, Surathkal
2. April 2023 - Dec 2024: Postdoctoral Fellow at IMT Atlantique, Brest, France

Contact Details

E-mail:

mahima[at]nitk.edu.in

Mobile:

+91-7895841084

Others:

https://github.com/ANR-DREAM

Faculty (author) Identifiers

Scopus Author ID:

https://www.scopus.com/authid/detail.uri?authorId=57217136832

Academic Background

Ph. D., Indian Institute of Technology Roorkee, 2022
M. Sc., Mathematics, Indian Institute of Technology Roorkee, 2016
B. Sc. (Hons) Mathematics, University of Delhi, 2014

Areas of Interest

Image Processing
Deep learning
Computer Vision
Partial Differential Equations

Achievements

Awards and distinctions

• IIT JAM (Mathematics)
• MCM scholarship in M.Sc.
• JRF (Mathematics)
• GATE (Mathematics)

Significant Publications

1. Lakra, M. (2024). Design of convolutional neural network-based layer operator for image denoising using fourth-order PDE. Pattern Analysis and Applications, 27(3), 98.
2. Lakra, M., & Kumar, S. (2020). A CNN-based computational algorithm for nonlinear image diffusion problem. Multimedia Tools and Applications, 79(33), 23887-23908.
3. Lakra, M., & Kumar, S. (2022). A fractional-order PDE-based contour detection model with CeNN scheme for medical images. Journal of Real-Time Image Processing, 19(1), 147-160.
4. Lakra, M., & Kumar, S. (2021). Disparity Computation Through PDE and Data-Driven CeNN Technique. Traitement du Signal, 38(4).
5. Lakra, M., & Kumar, S. (2022). Solving a generalized order improved diffusion equation of image denoising using a CeNN-based scheme. Multimedia Tools and Applications, 81(22), 32393-32420.