Search Results for author: Akshay Paruchuri

Found 3 papers, 2 papers with code

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos

no code implementations26 Mar 2024 Akshay Paruchuri, Samuel Ehrenstein, Shuxian Wang, Inbar Fried, Stephen M. Pizer, Marc Niethammer, Roni Sengupta

Monocular depth estimation in endoscopy videos can enable assistive and robotic surgery to obtain better coverage of the organ and detection of various health issues.

Monocular Depth Estimation Transfer Learning

Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement

1 code implementation21 Mar 2023 Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak Patel, Daniel McDuff, Soumyadip Sengupta

Our findings illustrate the usefulness of motion transfer as a data augmentation technique for improving the generalization of models for camera-based physiological sensing.

Data Augmentation Photoplethysmography (PPG)

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