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CompdVision: Combining Near-Field 3D Visual and Tactile Sensing Using a Compact Compound-Eye Imaging System

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arxiv 2312.07146 v3 pith:CABJYJWN submitted 2023-12-12 cs.RO

classification cs.RO
keywords compactsensingtactilecompdvisioncontactsensorunitsvisual
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As automation technologies advance, the need for compact and multi-modal sensors in robotic applications is growing. To address this demand, we introduce CompdVision, a novel sensor that employs a compound-eye imaging system to combine near-field 3D visual and tactile sensing within a compact form factor. CompdVision utilizes two types of vision units to address diverse sensing needs, eliminating the need for complex modality conversion. Stereo units with far-focus lenses can see through the transparent elastomer for depth estimation beyond the contact surface. Simultaneously, tactile units with near-focus lenses track the movement of markers embedded in the elastomer to obtain contact deformation. Experimental results validate the sensor's superior performance in 3D visual and tactile sensing, proving its capability for reliable external object depth estimation and precise measurement of tangential and normal contact forces. The dual modalities and compact design make the sensor a versatile tool for robotic manipulation.

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  1. UltraTac: Integrated Ultrasound-Augmented Visuotactile Sensor for Enhanced Robotic Perception

    cs.RO 2025-08 conditional novelty 6.0 of 10

    A single coaxially integrated sensor combines visuotactile imaging with ultrasound, achieving proximity sensing, 99.2% material classification, and 92.11% dual-modal recognition.

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