Erhan Bas

Title: Erhan Bas: Innovator in Machine Learning for Image Rectification

Introduction

Erhan Bas is a notable inventor based in Sammamish, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of image processing. His innovative work has led to the development of techniques that enhance the efficiency and accuracy of image rectification.

Latest Patents

Erhan Bas holds 1 patent for his invention titled "Machine learning models for direct homography regression for image rectification." This patent describes techniques for creating machine learning models that perform direct homography regression for image rectification. In certain embodiments, a training service trains an algorithm on a source view of a training image and a homography matrix of the training image into a machine learning model. This model generates a normalized homography matrix for an input of the source view, which can then be utilized to create a target view of an image input into the machine learning model. The target view may be used in a document processing pipeline for document images captured using cameras.

Career Highlights

Erhan Bas is currently employed at Amazon Technologies, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work at Amazon has positioned him as a key player in advancing technology in image processing.

Collaborations

Throughout his career, Erhan has collaborated with talented individuals such as Kunwar Yashraj Singh and Joaquin Zepeda Salvatierra. These collaborations have fostered a creative environment that encourages innovation and the sharing of ideas.

Conclusion

Erhan Bas is a distinguished inventor whose work in machine learning and image rectification has made a significant impact in the field. His contributions continue to influence advancements in technology and document processing.