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
翻译:我们利用MIDAS作为利用热散射对日常物体进行定性的新颖的遥感解决方案。MIDAS利用一个事实,即一个人随时接触某一物体,就会导致热传输。通过采集和模拟所传热的散热,例如通过减少捕获的热辐射,MIDAS可以对该物体进行定性和确定其材料。我们通过广泛的实证基准验证了MIDAS,并证明MIDAS提供了一种创新的遥感模式,可以识别各种材料,其精确度高达83%,并概括与物体发生相互作用的人的变化。我们还表明,MIDAS可以通过物体探测热散失,厚度高达2毫米,支持分析与物体互动的多个物体。