Eric Nguyen

Title: Eric Nguyen - Innovator in Visual Search Technology

Introduction

Eric Nguyen is a prominent inventor based in San Jose, California. He has made significant contributions to the field of visual search technology, particularly through his innovative patent that enhances image attribution.

Latest Patents

Eric holds a patent titled "Robust content fingerprinting for image attribution." This invention introduces a visual search system that facilitates the retrieval of provenance information using a machine learning model. The model generates content fingerprints that remain invariant to benign transformations while being sensitive to manipulations. It is trained on a dataset that includes original images, benign transformed variants, and manipulated variants. A loss function is employed to minimize distances in an embedding space between benign transformed variants and their corresponding original images, while increasing distances between manipulated variants and their original images.

Career Highlights

Eric Nguyen is currently employed at Adobe, Inc., where he applies his expertise in machine learning and image processing. His work focuses on developing advanced technologies that improve the accuracy and reliability of visual search systems.

Collaborations

Eric collaborates with talented individuals such as Viswanathan Swaminathan and John Philip Collomosse. Together, they work on innovative projects that push the boundaries of visual search technology.

Conclusion

Eric Nguyen is a key figure in the realm of visual search technology, with a notable patent that showcases his innovative approach to image attribution. His contributions continue to influence the field and inspire future advancements.