DepthLab: Real-time 3D Interaction with Depth Maps for Mobile Augmented Reality
Abstract
Mobile devices with passive depth sensing capabilities are ubiquitous, and recently active depth sensors have become available on some tablets and VR/AR devices. Although real-time depth data is accessible, its rich value to mainstream AR applications has been sorely under-explored. Adoption of depth-based UX has been impeded by the complexity of performing even simple operations with raw depth data, such as detecting intersections or constructing meshes. In this paper, we introduce DepthLab, a software library that encapsulates a variety of depth-based UI/UX paradigms, including geometry-aware rendering (occlusion, shadows), surface interaction behaviors (physics-based collisions, avatar path planning), and visual effects (relighting, depth-of-field effects). We break down depth usage into localized depth, surface depth, and dense depth, and describe our real-time algorithms for interaction and rendering tasks. We present the design process, system, and components of DepthLab to streamline and centralize the development of interactive depth features. We have open-sourced our software to external developers, conducted performance evaluation, and discussed how DepthLab can accelerate the workflow of mobile AR designers and developers. We envision that DepthLab may help mobile AR developers amplify their prototyping efforts, empowering them to unleash their creativity and effortlessly integrate depth into mobile AR experiences.
Research Areas
