Yu-Chieh Lin

Title: Innovations by Yu-Chieh Lin

Introduction

Yu-Chieh Lin is an accomplished inventor based in Alhambra, CA. He has made significant contributions to the field of video quality assessment, holding 2 patents that showcase his innovative approach to improving perceptual video quality.

Latest Patents

One of Yu-Chieh Lin's latest patents focuses on techniques for predicting perceptual video quality. In this invention, a quality trainer and quality calculator work together to establish a consistent perceptual quality metric through machine learning. During the training phase, the quality trainer utilizes machine intelligence techniques to create a perceptual quality model that integrates objective metrics to effectively track a subjective metric assigned during the viewing of training videos. The quality calculator then applies this model to the objective metrics of a target video, generating a perceptual quality score. This method allows for a more accurate assessment of observed video quality compared to traditional objective metrics, as it combines empirical data to determine the contribution of each objective metric to the overall score.

Career Highlights

Yu-Chieh Lin is currently employed at Netflix Inc., where he continues to develop innovative solutions in the realm of video quality. His work has been instrumental in enhancing the viewing experience for millions of users worldwide.

Collaborations

Some of Yu-Chieh Lin's notable coworkers include Anne Aaron and Dae Kim, who collaborate with him on various projects at Netflix Inc.

Conclusion

Yu-Chieh Lin's contributions to the field of video quality assessment through his innovative patents demonstrate his expertise and commitment to enhancing user experience. His work continues to influence the industry positively.