AI Research Manager,
Muhammad Haris works as AI Research Manager at BukaLapak. He received S. Kom (Bachelor of Computer Science) from the Faculty of Computer Science, University of Indonesia, Depok, Indonesia, in 2009. Then, he received the M. Eng and Dr. Eng degree from Department of Intelligent Interaction Technologies, University of Tsukuba, Japan, in 2014 and 2017, respectively, under the supervision of Dr. Hajime Nobuhara. He worked as postdoctoral fellow in Intelligent Information Media Laboratory, Toyota Technological Institute with Prof. Norimichi Ukita. He also serves as reviewer for several journal and conferences such as IEEE TPAMI, IEEE TIP, IEEE TNNLS, and CVIU.
Tutorial Title: New Trends in Image/Video Super-Resolution
Super-Resolution (SR) is an ill-posed inverse problem where the aim is to recover a high-resolution (HR) image/video from a low-resolution (LR) image/video. Recent years have witnessed an increased interest from the vision and graphics communities in these fundamental topics of research. Not only has there been a constantly growing flow of related paper, but also substantial progress has been achieved.
Each step forward eases the use of images by people or computers for the fulfillment of further tasks, as super-resolution serves as an important frontend. Not surprisingly then, there is a growing range of applications in the fields such as surveillance, electronics, remote sensing, etc.
Therefore, this tutorial aims to provide an overview of the trends and advances in those areas.