Benjamin Dodson

Title: Innovations of Benjamin Dodson

Introduction

Benjamin Dodson is an accomplished inventor based in Dover, NH (US). He has made significant contributions to the field of technology, particularly in the area of machine learning and video processing. With a total of 2 patents, Dodson continues to push the boundaries of innovation.

Latest Patents

One of his latest patents focuses on the machine learning-based selection of a representative video frame within a messaging application. This invention involves a system that includes a medium storing a program and method for selecting a representative video frame using machine learning techniques. The process begins with receiving a set of video frames, followed by determining a first subset of frames by removing those that fall outside an image quality threshold. A second subset is then created by eliminating frames that do not meet an image stillness threshold. Feature data for each frame in the second subset is computed and provided to a machine learning model (MLM). This MLM is designed to output a score for each frame based on the feature data, having been trained with images labeled according to aesthetics and image quality. Ultimately, a frame is selected based on the output scores.

Career Highlights

Dodson is currently employed at Snap Inc., where he applies his expertise in machine learning and video technology. His work at Snap Inc. has allowed him to collaborate with other talented individuals in the field, enhancing the innovative capabilities of the company.

Collaborations

Some of his notable coworkers include Kavya Venkata Kota Kopparapu and Francesc Xavier Drudis Rius. Their collaborative efforts contribute to the advancement of technology within their projects.

Conclusion

Benjamin Dodson is a notable inventor whose work in machine learning and video processing continues to influence the technology landscape. His patents reflect a commitment to innovation and excellence in his field.