Van Nguyen

Title: Van Nguyen: Innovator in Automated Image Processing

Introduction

Van Nguyen is a notable inventor based in Plano, TX (US). He has made significant contributions to the field of automated image processing, holding a total of 3 patents. His work focuses on enhancing the categorization and assembly of low-quality images into electronic documents, utilizing advanced machine learning algorithms.

Latest Patents

One of Van Nguyen's latest patents is titled "Automated categorization and assembly of low-quality images into electronic documents." This invention includes an apparatus that comprises a memory and a processor. The memory stores document categories and text generated from images of physical document pages. The machine learning algorithm embedded in the apparatus is designed to extract features associated with natural language processing and to generate a feature vector that includes multiple features. Based on this feature vector, the algorithm produces a set of probabilities indicating the likelihood that a physical document belongs to a specific category. The processor then applies the machine learning algorithm to the text, identifies the highest probability, and assigns the image to the corresponding document category.

Another patent with a similar focus also addresses the challenges of low-quality images. This invention recognizes that the text may contain errors due to noise in the image. The machine learning algorithm is again utilized to extract relevant features and generate probabilities for document categorization. The processor's role remains consistent, applying the algorithm to identify the most probable document category for the image.

Career Highlights

Van Nguyen is currently employed at Bank of America Corporation, where he continues to innovate in the field of image processing. His work has garnered attention for its practical applications in document management and automation.

Collaborations

Throughout his career, Van has collaborated with talented individuals such as Sean Michael Byrne and Syed Talha. These collaborations have contributed to the advancement of his projects and the successful development of his patents.

Conclusion

Van Nguyen is a distinguished inventor whose work in automated image processing has led to significant advancements in the field. His innovative patents demonstrate a commitment to improving the efficiency of document categorization and assembly.