Qisen Cheng

Title: Qisen Cheng: Innovator in Image Processing Technologies

Introduction

Qisen Cheng is a prominent inventor based in San Jose, CA, known for his contributions to image processing technologies. He holds 2 patents that showcase his innovative approaches to defect classification and image enhancement.

Latest Patents

One of his latest patents is titled "Methods for sampling synthetic defect image generation." This method involves applying noise to a first image to create a noisy version, followed by the removal of noise using a neural network. The process includes selecting a denoising path that corresponds to the greatest difference between intermediate denoised images, ultimately generating a refined second image. Another significant patent is "Systems and methods for multimodal fusion of missing and unpaired image and tabular data for defect classification." This method provides a dataset with various modalities, utilizing a modality-specific encoder to impute unpaired data and generate confidence values for predictions.

Career Highlights

Qisen Cheng is currently employed at Samsung Display Co., Ltd., where he continues to develop cutting-edge technologies in the field of image processing. His work has significantly advanced the understanding and application of multimodal data in defect classification.

Collaborations

Throughout his career, Qisen has collaborated with notable colleagues, including Janghwan Lee and Kaushik Balakrishnan. These collaborations have fostered a creative environment that encourages innovation and the development of new technologies.

Conclusion

Qisen Cheng's contributions to image processing and defect classification highlight his role as a leading inventor in the field. His innovative patents and collaborations with esteemed colleagues continue to push the boundaries of technology.