Vatsala Singh

Title: Vatsala Singh: Innovator in Character Recognition Technology

Introduction

Vatsala Singh is a prominent inventor based in Rochester, NY (US). She has made significant contributions to the field of character recognition technology. Her innovative work focuses on enhancing the accuracy and efficiency of symbol extraction from digitized objects.

Latest Patents

Vatsala Singh holds a patent for a "System and method of character recognition using fully convolutional neural networks." This patent describes a method for extracting symbols from a digitized object. The process involves several steps, including processing a word block against a dictionary and comparing it to words within that dictionary. A confidence factor is generated from this comparison, which determines the output prediction. If the confidence factor exceeds a predetermined threshold, the predicted value is outputted. If not, the method evaluates the properties of the word block to predict a value based on those properties. Additionally, the method calculates an error rate for the predicted value, ensuring the output corresponds to the value with the lowest error rate. Vatsala's innovative approach has the potential to significantly improve character recognition systems.

Career Highlights

Vatsala Singh is currently employed at Kodak Alaris Inc., where she continues to develop and refine her technologies. Her work at Kodak Alaris has allowed her to apply her expertise in a practical setting, contributing to advancements in imaging and document management solutions.

Collaborations

Vatsala has collaborated with notable colleagues, including Felipe Petroski Such and Raymond William Ptucha. These collaborations have fostered a creative environment that encourages innovation and the sharing of ideas.

Conclusion

Vatsala Singh is a trailblazer in the field of character recognition technology, with a patent that showcases her innovative approach to solving complex problems. Her contributions at Kodak Alaris Inc. and her collaborations with esteemed colleagues further highlight her impact on the industry.