4 papers
Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation
Liyang Song, Hardik Bishnoi, Sai Kumar Reddy Manne +3
The development of contactless respiration monitoring for infants could enable advances in the early detection and treatment of breathing irregularities, which are associated with…
WB LUTs: Contrastive Learning for White Balancing Lookup Tables
Sai Kumar Reddy Manne, Michael Wan
Automatic white balancing (AWB), one of the first steps in an integrated signal processing (ISP) pipeline, aims to correct the color cast induced by the scene illuminant. An incorr…
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain Transfer
Sai Kumar Reddy Manne, Brendan Martin, Tyler Roy +6
Osteoclast cell image analysis plays a key role in osteoporosis research, but it typically involves extensive manual image processing and hand annotations by a trained expert. In t…
Subtle Signals: Video-based Detection of Infant Non-nutritive Sucking as a Neurodevelopmental Cue
Shaotong Zhu, Michael Wan, Sai Kumar Reddy Manne +2
Non-nutritive sucking (NNS), which refers to the act of sucking on a pacifier, finger, or similar object without nutrient intake, plays a crucial role in assessing healthy early de…