Make your photos better by image denoising

蘇嘉冠 (Jia-Kuan, Su)

蘇嘉冠 (Jia-Kuan, Su)

J.K. is an AI Researcher and Developer in startup, he is always willing to share and discuss AI techniques with people. He is also an advocate of Unconditional Basic Income (UBI) in Taiwan.

    Abstract

    There are many ways to make your photos and videos better and clear, such as super resolution, image colorization and video stabilization. One of the fundamental techniques is image denoising, i.e., to reduce noise from images. In the talk, we will firstly introduce the background and its related applications about image denoising. Then, a classic Deep Learning method: DnCNN will be taken as an example, to describe its main concepts and implementation in PyTorch. Finally, we will show a practical use case for old film restoration.

    Description

    Video

    Location

    R1

    Date

    Day 2 • 10:35-11:05 (GMT+8)

    Language

    English talk

    Level

    Intermediate

    Category

    Graphics