Shih-Che Chen

Title: Innovations of Shih-Che Chen

Introduction

Shih-Che Chen is a notable inventor based in Hsinchu, Taiwan. He has made significant contributions to the field of artificial intelligence and image processing. With a total of 3 patents, his work focuses on enhancing image resolution and processing techniques.

Latest Patents

One of his latest patents is titled "Region-of-interest (ROI) guided sampling for AI super resolution transfer learning feature adaptation." This system collects a training dataset for training an artificial intelligence (AI) model. It receives high-resolution (HR) images and information about one or more regions-of-interest (ROIs) in the HR images. The system maps a stride distribution to the ROIs and samples the HR images with non-uniform strides according to the ROIs and the stride distribution to generate corresponding low-resolution (LR) images. The AI model is then trained to perform super-resolution (SR) operations using training pairs formed by the HR images and their respective corresponding LR images.

Another significant patent is the "AI frame engine for mobile edge." This invention provides a frame processor for processing frames with aliasing artifacts. The frame processor includes a super-resolution (SR) and anti-aliasing (AA) engine, along with an attention reference frame generator. The SR and AA engine enhances resolution and removes aliasing artifacts from a frame, generating a first high-resolution frame with aliasing artifacts and a second high-resolution frame with those artifacts removed. The attention reference frame generator creates an attention reference frame based on the first and second high-resolution frames.

Career Highlights

Shih-Che Chen has worked with prominent companies such as MediaTek Corporation and MediaTek Singapore Pte. Ltd. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology.

Collaborations

Some of his notable coworkers include Pei-Kuei Tsung and Chih-Wei Chen, who have collaborated with him on various projects.

Conclusion

Shih-Che Chen's contributions to the field of artificial intelligence and image processing are noteworthy. His innovative patents reflect his commitment to advancing technology and improving image resolution techniques.