TL;DR通过提出一种新的全卷积体积自动编码器,有效实现了从嘈杂的 3D 数据中提取体积表示,并在噪声去除和形状完成等多个任务上超越了以往的技术,同时在分类和形状插值方面也得到了不错的结果。
Abstract
With the advent of affordable depth sensors, 3d capture becomes more and more
ubiquitous and already has made its way into commercial products. Yet,
capturing the geometry or complete shapes of everyday objects u