Shang-Yen Lin

Title: Innovations of Shang-Yen Lin

Introduction

Shang-Yen Lin is a prominent inventor based in Hsinchu, Taiwan. He has made significant contributions to the field of image processing, particularly in the development of advanced image scaling and enhancement technologies. With a total of three patents to his name, Lin's work showcases his expertise and innovative spirit.

Latest Patents

One of Lin's latest patents is the "Super resolution image generation circuit." This invention includes an image scale-up circuit, a stable SR processing circuit, a generative adversarial network (GAN) processing circuit, and a configurable basic block pool circuit. The image scale-up circuit processes an input image to generate a scaled-up image, while the stable SR processing circuit generates a stable delta value from the feature map of the input image. The GAN processing circuit produces a GAN delta value, and the configurable basic block pool circuit dynamically configures basic blocks based on the depth requirement of the input image. Ultimately, the SR image generation circuit generates a super-resolution image using the scaled-up image, stable delta value, and GAN delta value.

Another notable patent is the "Method and system for image scaling and enhancement." This system comprises a scaling processing unit, a deep-learning residue network unit, and a combination unit. The scaling processing unit upscales a low-resolution image to produce a high-resolution image. The deep-learning residue network unit operates based on deep-learning results to output a high