Kuster, ClaudiaBazin, Jean-CharlesÖztireli, CengizDeng, TengMartin, TobiasPopa, TiberiuGross, MarkusB. Levy and J. Kautz2015-03-032015-03-0320141467-8659https://doi.org/10.1111/cgf.12285Multi-view reconstruction aims at computing the geometry of a scene observed by a set of cameras. Accurate 3D reconstruction of dynamic scenes is a key component for a large variety of applications, ranging from special effects to telepresence and medical imaging. In this paper we propose a method based on Moving Least Squares surfaces which robustly and efficiently reconstructs dynamic scenes captured by a calibrated set of hybrid color+depth cameras. Our reconstruction provides spatio-temporal consistency and seamlessly fuses color and geometric information. We illustrate our approach on a variety of real sequences and demonstrate that it favorably compares to state-of-the-art methods.