Multimedia Content Understanding in Harsh Environments

Abstract

Multimedia content understanding methods often encounter a severe performance degradation under harsh environments. This tutorial covers several important components of multimedia content understanding in harsh environments. It introduces some multimedia enhancement methods, presents recent advances in 2D and 3D visual scene understanding, shows strategies to estimate the prediction uncertainty, provides a brief summary, and shows some typical applications.