Stephan Joachim Garbin

Title: The Innovative Mind of Stephan Joachim Garbin

Introduction

Stephan Joachim Garbin is a prominent inventor based in London, GB. He has made significant contributions to the field of technology, particularly in the areas of image processing and 3D scene generation. With a total of 8 patents to his name, Garbin continues to push the boundaries of innovation.

Latest Patents

Garbin's latest patents showcase his expertise in advanced computational techniques. One of his notable inventions is "Model fitting using keypoint regression." This patent involves predicting keypoints in an image, where predictions are generated for each keypoint as a 2D random variable, normally distributed with location (x, y) and standard deviation sigma. A neural network is trained to maximize a log-likelihood that samples from each of the predicted keypoints equal a ground truth. The trained neural network is then utilized to predict keypoints of an image without generating a heatmap.

Another significant patent is "Dynamic 3D scene generation." In this invention, a cage of primitive 3D elements and associated animation data is received. The process involves computing a ray from a virtual camera through a pixel into the cage, animated according to the animation data, and computing a plurality of samples on the ray. The samples are transformed into a canonical cage, and for each transformed sample, a plurality of learnt radiance field parameterizations is queried to obtain color values. A volume rendering method is then applied to produce a pixel value.

Career Highlights

Stephan Garbin is currently associated with Microsoft Technology Licensing, LLC, where he applies his innovative skills to develop cutting-edge technologies. His work has garnered attention in the tech community, and he is recognized for his contributions to the advancement of image processing and 3D modeling.

Collaborations

Garbin has collaborated with notable colleagues, including Matthew Alastair Johnson and Marek Adam Kowalski. These collaborations have further enriched his work and contributed to the success of his projects.

Conclusion

Stephan Joachim Garbin is a remarkable inventor whose work in technology continues to inspire innovation. His patents reflect a deep understanding of complex computational methods, and his contributions are paving the way for future advancements in the field.