Ye Wu

Title: Ye Wu: Innovator in Visual Recognition Technology

Introduction

Ye Wu is a prominent inventor based in Redmond, WA, known for his contributions to visual recognition technology. With a total of three patents, he has made significant advancements in the field, particularly in the areas of Optical Character Recognition (OCR) and machine learning.

Latest Patents

One of Ye Wu's latest patents is a layout-aware, scalable recognition system. This invention describes a mechanism for visual recognition of items or visual search using OCR of text in images. The system utilizes recognized OCR blocks that comprise position information and recognized text. The location-aware feature vector created from this information calculates a weight for each block, enhancing the accuracy of visual recognition. Another notable patent involves an encoder that uses machine-trained term frequency weighting factors to produce a dense embedding vector. This technique generates a distributed representation of input text, enabling various functions such as retrieval, recognition, recommendation, and classification.

Career Highlights

Ye Wu is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work has significantly impacted the way visual recognition systems operate, making them more efficient and effective.

Collaborations

Ye Wu collaborates with talented individuals such as Yan Wang and Arun Sacheti, contributing to a dynamic and innovative work environment.

Conclusion

Ye Wu's contributions to visual recognition technology exemplify the spirit of innovation and creativity in the tech industry. His patents reflect a deep understanding of machine learning and OCR, paving the way for future advancements in these fields.