Anh Nguyen

Title: Innovations by Anh Nguyen in Image Quantization

Introduction

Anh Nguyen is an accomplished inventor based in Auburn, AL (US). She has made significant contributions to the field of image processing through her innovative patent. Her work focuses on utilizing machine learning techniques to enhance image quantization.

Latest Patents

Anh Nguyen holds a patent for "Image quantization using machine learning." This patent discloses methods and systems for quantizing images by employing machine-learning algorithms. The process involves receiving a plurality of input images from a sensor, such as a camera, where each image consists of multiple pixels. An image-to-image machine-learning model is utilized to assign new pixel colors to each pixel. Subsequently, a mixer machine-learning model converts these new pixel colors into a fixed number of colors, resulting in several quantized images corresponding to the input images. The method includes determining a loss function based on the alignment of each input image with its quantized counterpart, updating model parameters iteratively until convergence is achieved.

Career Highlights

Anh Nguyen is currently employed at Robert Bosch GmbH, where she applies her expertise in machine learning and image processing. Her innovative approach to image quantization has positioned her as a notable figure in her field.

Collaborations

Some of her coworkers include Mohammad Sadegh Norouzzadeh and Renan Alfredo Rojas Gomez, with whom she collaborates on various projects related to machine learning and image processing.

Conclusion

Anh Nguyen's contributions to image quantization through machine learning exemplify her innovative spirit and dedication to advancing technology. Her work continues to influence the field and inspire future developments in image processing.