Welcome to Gaire Laboratory!
Embedded Files
Research AREAS
Research AREAS
Our research focuses on developing novel computational methods and analysis tools for various application areas, including biomedical imaging, biophotonics, computer vision, autonomy, RF, healthcare, and several other fields.
Some research topics we are currently focused on:
AI, Deep Learning & Machine Learning, Computer Vision
Super-resolution Microscopy [Single-molecule localization microscopy (SMLM), PWS]
Biomedical Imaging & Image Analysis
Cancer, Neurodegenerative & Cardiovascular Diseases
Signal and Image Processing
Autonomy
Optics and Photonics
DsSMLM highlghted in the cover of Journal of Biomedical Optics Vol 26/No. 06. Link for the journal!
Accelerated 3D SMLM visualization
3D visualization of a simulated 3D SMLM image (Left). The high-density image is generated using 10,000 SMLM frames. The video below shows that blind sparse inpainting reconstruction produces a high-density image similar to that of 10,000 frames, using only 1,000 frames.
Sunil Kumar Gaire, et al., "Accelerating 3D single-molecule localization microscopy using blind sparse inpainting," Journal of Biomedical Optics, 26(2), 026501, (2021).
Google Sites
Report abuse