Search Results for author: Sai Kumar Reddy Manne

Found 4 papers, 4 papers with code

WB LUTs: Contrastive Learning for White Balancing Lookup Tables

1 code implementation15 Apr 2024 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.

Contrastive Learning Image-to-Image Translation

NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain Transfer

1 code implementation15 Apr 2024 Sai Kumar Reddy Manne, Brendan Martin, Tyler Roy, Ryan Neilson, Rebecca Peters, Meghana Chillara, Christine W. Lary, Katherine J. Motyl, Michael Wan

In the last few years, a handful of machine learning approaches for osteoclast image analysis have been developed, but none have addressed the full instance segmentation task required to produce the same output as that of the human expert led process.

Instance Segmentation Segmentation +1

Subtle Signals: Video-based Detection of Infant Non-nutritive Sucking as a Neurodevelopmental Cue

1 code implementation24 Oct 2023 Shaotong Zhu, Michael Wan, Sai Kumar Reddy Manne, Emily Zimmerman, Sarah Ostadabbas

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 development.

Contact Detection Optical Flow Estimation

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