Masaki Stanley Fujimoto

Title: Innovations of Masaki Stanley Fujimoto

Introduction

Masaki Stanley Fujimoto is a notable inventor based in Provo, Utah. He has made significant contributions to the field of technology, particularly in the areas of optical character recognition and image processing. With a total of six patents to his name, Fujimoto continues to push the boundaries of innovation.

Latest Patents

Fujimoto's latest patents include systems and methods for the detection and correction of OCR text. These embodiments describe an OCR-text correction system that utilizes a transformer-based sequence-to-sequence language model. This model is pretrained to denoise corrupted text and is fine-tuned using OCR-correction-specific examples. The system applies text obtained through OCR to the fine-tuned model to detect errors and outputs an updated subset of the text to correct those errors. Another significant patent involves systems and methods for identifying and segmenting objects from images. This includes a preprocessing module that adjusts the size of a source image, a region-proposal module that proposes regions of interest, and a prediction module that predicts classifications and bounding box coordinates. These systems utilize end-to-end training with adversarial loss, making them efficient even with small training sets.

Career Highlights

Fujimoto is currently employed at Ancestry.com Operations Inc., where he applies his expertise in developing innovative solutions. His work has been instrumental in enhancing the capabilities of the company's technology offerings.

Collaborations

Fujimoto collaborates with talented individuals such as Yen-Yun Yu and Jinsol Lee, contributing to a dynamic and innovative work environment.

Conclusion

Masaki Stanley Fujimoto is a prominent inventor whose work in OCR and image processing has led to significant advancements in technology. His contributions continue to influence the field and inspire future innovations.