Publications, Experience & Achievements
Research Project codes on Github (some are private)
-
I developed
this code
for image reconstruction in a STORM-based super-resolution
microscope as part of my PhD.
-
I developed
this code
for adaptive image thresholding in SMLM images (published in
Optics and Lasers in Engineering).
-
I developed
this code
for unmixing clustered PSFs in SMLM images (published in
Journal of Microscopy). As an extension, I developed a
custom UNET-based model
for super-resolved image reconstruction.
-
I developed
this code
for predicting aberrations in terms of Zernike polynomials
to be used in a Shack-Hartman type wavefront sensor
(published in IEEE Sensors Journal). As an extension, I
worked on a
RESNET-based model
for estimating higher Zernike modes for GAWS.
-
I developed
this code
for lateral drift correction in SMLM images (work manuscript
under preparation).
-
I developed
this plugin
for real-time localization and visualization of
super-resolved images in Micro-manager. It runs a custom
Python script in the background to localize the molecules in
real time.
Conference Presentations
-
Image reconstruction in a STORM based super resolution
microscope - NCETP 2021, Tezpur University
-
A python program for image reconstruction in a STORM based
super resolution microscope - RIC 2023, IIT Guwahati
-
Role of Gaussian Fitting in the image reconstruction in a
STORM based super resolution microscope - PHOTONICS 2023,
IISC Bangalore
-
Advancing super resolution imaging: a comprehensive analysis
of gaussian fitting in STORM microscopy - IEEE WRAP 2023,
IIIT Allahabad
-
Image reconstruction modalities in a single molecule
localization microscope - LIGHT seminar 2024, Imperial
College London
-
Convolutional Neural Network in Localization based
Super-Resolution Optical Microscopy - PANE 2024, Tezpur
University
Peer reviewer
- Journal of Optics (IOP)
- Engineering Research Express (IOP)
-
Frontiers of Information Technology & Electronic Engineering
(Springer)
- Measurement Science and Technology (IOP)
Scientific Community membership
Programming Languages & Platforms
