Yu-Cheng Tseng

Title: Innovations of Yu-Cheng Tseng

Introduction

Yu-Cheng Tseng is a notable inventor based in Hsinchu, Taiwan. He has made significant contributions to the field of image processing and artificial intelligence. With a total of four patents to his name, Tseng's work focuses on enhancing image resolution through innovative techniques.

Latest Patents

One of his latest patents is titled "Image-guided adjustment to super-resolution operations." This invention involves an image processing circuit that performs super-resolution (SR) operations. The circuit includes memory to store multiple parameter sets of various artificial intelligence (AI) models. It features an image guidance module that detects representative features in an image sequence, a parameter decision module that adjusts parameters based on these features, and an SR engine that processes the current frame to generate a high-resolution image for display.

Another significant patent is "Online AI super resolution engine and operations." This invention comprises a video processing circuit with an input buffer, an online adaptation circuit, and an AI super-resolution (SR) circuit. The input buffer receives low-resolution (LR) and high-resolution (HR) frames from a video source. The online adaptation circuit forms training pairs and updates representative features that characterize the input LR frames. The AI SR circuit generates SR frames for display from the input LR frames based on these representative features.

Career Highlights

Yu-Cheng Tseng has worked with prominent organizations such as MediaTek Corporation and Tsinghua University. His experience in these institutions has allowed him to develop and refine his innovative ideas in image processing and AI technologies.

Collaborations

Some of his notable coworkers include Kuo-Chiang Lo and Pei-Kuei Tsung. Their collaboration has contributed to the advancement of technology in their respective fields.

Conclusion

Yu-Cheng Tseng's contributions to image processing and artificial intelligence through his patents demonstrate his innovative spirit and dedication to advancing technology. His work continues to influence the field and inspire future innovations.