You can also call me Arc Chang.

2020/08 - now

MEDIATEK Taiwan | Hsinchu

Computer Vision Algorithm & AI Engineer

Integrate the AI algorithms into low-level and high-level vision tasks. Mainly for highend smartphone project.

AI-NR : Denoising on burst images.

AI-HDR : Denoising and dynamic range compression on multi-exposure images.

AI-Flash : Denoising and dynamic range compression on flash and non-flash pairs.

AI-Detection : Includes object and face detection, facial landmark detection, race and age detection.

AI-Segmentation : Semantic and instance segmentation tasks.

AI-SR : Super resolution by diffusion models.

MediaTek ISP Architecture

2019/07 - 2020/06

MEDIATEK Intern Taiwan | Hsinchu

Published "Learning Camera-Aware Noise Models" on ECCV 2020 (*Top Conference in AI area)

Propose a GAN-based noise model learned from real-world noise and outperform other statistical noise models.

Can generate unlimited synthetic noisy images from clean images with different cameras by our noise model.

Improve the denoising performance by the combination of real and synthetic pairs.

2018/11 - 2019/08

Umbo Computer Vision, Taiwan | Taipei (Remote Contract)

Industry-Academy Cooperation, Multi-person 3D pose estimation by learning-based methods

Detecting the postures of multiple people under surveillance camera scenes.

2018/08

Conference on Computer Vision, Graphics, and Image Processing (CVGIP) 2018

2nd place in ”Indoor 3D deep space construction competition based on deep learning and 2D images”.

Use SLAM-based technique to construt the 3D scene.

2018/03 - 2018/11

Automotive Research & Testing Center (ARTC), Taiwan | Changhua (Remote Contract)

Industry-Academy Cooperation, Self-Driving

Vehicle self-location technology by SLAM (error in 1m).

2017/09 - 2018/08

Industrial Technology Research Institute (ITRI), Taiwan | Hsinchu

Industry-Academy Cooperation

Use learning-based method to improve the sky noise of SLAM.

2015/07 - 2015/09

PEGATRON Intern, Taiwan | Taipei

Face recognition

Develop Android APP of access control system with face recognition.