Probabilistic Framework for the Characterization of Surfaces and Edges in Range Images, with Application to Edge Detection.

Antoine Lejeune,Jacques G Verly,Marc Van Droogenbroeck

IEEE Transactions on Pattern Analysis and Machine Intelligence（2018）

引用 4|浏览33

暂无评分

摘要

We develop a powerful probabilistic framework for the local characterization of surfaces and edges in range images. We use the geometrical nature of the data to derive an analytic expression for the joint probability density function (pdf) for the random variables used to model the ranges of a set of pixels in a local neighborhood of an image. We decompose this joint pdf by considering independent...

查看译文

关键词

Image edge detection,Cameras,Probability density function,Detectors,Surface reconstruction,Probabilistic logic,Standards

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要