Robotic Perception
PulseAugur coverage of Robotic Perception — every cluster mentioning Robotic Perception across labs, papers, and developer communities, ranked by signal.
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New OmniCAD benchmark reveals VLM struggles with 3D robotic assembly reasoning
Researchers have introduced OmniCAD, a new large-scale benchmark designed to evaluate the 3D spatial reasoning capabilities of vision-language models (VLMs) in the context of robotic assemblies. The benchmark comprises …
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Neuromorphic processor enables energy-efficient object pose estimation
Researchers have developed a novel formulation for robust Perspective-n-Point (PnP) that can be executed on neuromorphic processors, enhancing energy efficiency for object pose estimation in robotic perception. This met…
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New method improves LiDAR-camera registration for autonomous systems
Researchers have developed a new method for point-pixel registration between LiDAR point clouds and camera images, a crucial task for autonomous driving and robotic perception. This novel approach utilizes a detector-fr…
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CalibAnyView improves camera calibration with multi-view geometric consistency
Researchers have developed CalibAnyView, a new method for camera calibration that works with any number of input views, moving beyond the limitations of single-view approaches. This technique explicitly models geometric…