“…Specifically, this special issue targeted the most recent technical progresses on learning techniques for high-dimensional multimedia data, including classification [1], segmentation [2,4], feature selection [1,5,8], deep learning [5], image saliency detection [7], and many others [3,6], in many kinds of learning-based applications, including image processing sequences [1,2,7,8], text processing [1,4,6], system applications [6]. The topics of the special issue are interesting, so in total, this special issue have received 24 submissions from at least 20 different research departments over the world.…”