Saptarshi Neil Sinha
PulseAugur coverage of Saptarshi Neil Sinha — every cluster mentioning Saptarshi Neil Sinha across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Human-in-the-loop AI framework reconstructs color in historical lenticular films
Researchers have developed a new human-in-the-loop deep learning framework to improve the color reconstruction of historical lenticular films, such as those made with the Kodacolor process. This framework allows experts…
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Synthetic data pipeline generates annotated training data for scratch detection
Researchers have developed ScratchSim, a procedural synthetic data pipeline using BlenderProc to generate annotated training data for surface scratch detection. This method addresses the challenge of limited annotated d…
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New Pipeline Enables Interactive 3D Asset Segmentation for Content Creation
Researchers have developed a human-in-the-loop pipeline for segmenting 3D assets into a 2D parameterized atlas. This method utilizes SAM 2 and Label Studio for interactive segmentation of rendered views, which are then …