3 papers
physics.optics2025
Respiration Rate Sensor Based on Fiber Cavity Attenuated Phase Shift Spectroscopy
Muhammad Fahd Ibrahim, Shazreen Rashid, Noor-ul-Amin Nazir +1
Respiratory rate (RR) is a vital sign with significant diagnostic value. Existing RR monitors often suffer from baseline drift over time, breaths can be occluded by limb or body mo…
cs.CV2025
HistoSpeckle-Net: Mutual Information-Guided Deep Learning for high-fidelity reconstruction of complex OrganAMNIST images via perturbed Multimode Fibers
Jawaria Maqbool, M. Imran Cheema
Existing deep learning methods in multimode fiber (MMF) imaging often focus on simpler datasets, limiting their applicability to complex, real-world imaging tasks. These models are…
physics.optics2025
Experimental insights into data augmentation techniques for deep learning-based multimode fiber imaging: limitations and success
Jawaria Maqbool, M. Imran Cheema
Multimode fiber~(MMF) imaging using deep learning has high potential to produce compact, minimally invasive endoscopic systems. Nevertheless, it relies on large, diverse real-world…