Gustav M Larsson

Title: Innovations of Gustav M Larsson

Introduction

Gustav M Larsson is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of machine learning and image processing, holding a total of three patents. His work focuses on enhancing image prediction and noise reduction through advanced technologies.

Latest Patents

One of his latest patents is titled "Machine learning assisted image prediction." This invention involves a device that implements a system for providing predicted RGB images. It includes at least one processor configured to obtain an infrared image of a subject and a reference RGB image of the same subject. The processor is designed to provide both images to a machine learning model, which has been trained to output predicted RGB images based on the input data. The result is a predicted RGB image of the subject derived from the machine learning model's output.

Another notable patent is "Burst image fusion and denoising using end-to-end deep neural networks." This invention discloses electronic devices and methods that leverage machine learning for improved image fusion and noise reduction. When a capture request is received, a neural network performs fusion and denoising operations on a set of captured input images. The architecture of the neural network includes multiple layers that compute optical flow information and perform the necessary operations to enhance image quality.

Career Highlights

Gustav M Larsson is currently employed at Apple Inc., where he continues to innovate and develop cutting-edge technologies. His work at Apple has positioned him as a key player in the advancement of machine learning applications in imaging.

Collaborations

Throughout his career, Gustav has collaborated with notable colleagues, including Srikrishna Sridhar and Carlos E Guestrin. These collaborations have further enriched his work and contributed to the success of his inventions.

Conclusion

Gustav M Larsson is a prominent inventor whose work in machine learning and image processing has led to significant advancements in the field. His patents reflect a commitment to innovation and excellence, making him a valuable asset in the technology industry.