论文标题

日常互动作为感应方式产生的热耗散 - MIDAS触摸

Thermal Dissipation Resulting from Everyday Interactions as a Sensing Modality -- The MIDAS Touch

论文作者

Dar, Farooq, Emenike, Hilary, Yin, Zhigang, Liyanage, Mohan, Sharma, Rajesh, Zuniga, Agustin, Hoque, Mohammad A., Radeta, Marko, Nurmi, Petteri, Flores, Huber

论文摘要

我们将MIDAs作为一种新型的传感解决方案,用于使用热耗散来表征日常物体。 MIDAS利用了一个人触摸对象会导致传热的事实。通过捕获和建模传递的热量的耗散,例如,通过捕获的热辐射的减少,MIDAS可以表征对象并确定其材料。我们通过广泛的经验基准来验证MIDAS,并证明MIDAS提供了一种创新的感应方式,可以识别具有高达83%精度的广泛材料,并推广到与物体互动的人们的变化。我们还证明,MIDA可以通过物体检测到热量耗散,厚度多达2毫米,并支持与与之相互作用的多个对象的分析

We contribute MIDAS as a novel sensing solution for characterizing everyday objects using thermal dissipation. MIDAS takes advantage of the fact that anytime a person touches an object it results in heat transfer. By capturing and modeling the dissipation of the transferred heat, e.g., through the decrease in the captured thermal radiation, MIDAS can characterize the object and determine its material. We validate MIDAS through extensive empirical benchmarks and demonstrate that MIDAS offers an innovative sensing modality that can recognize a wide range of materials with up to 83% accuracy and generalize to variations in the people interacting with objects. We also demonstrate that MIDAS can detect thermal dissipation through objects, up to 2 mm thickness, and support analysis of multiple objects that are interacted with

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