Thomas Michael Breuel

Title: Innovations of Thomas Michael Breuel

Introduction

Thomas Michael Breuel, an accomplished inventor based in Sparks, NV, has made significant contributions to the field of image processing and pose estimation. With three patents to his name, Breuel has showcased his innovative thinking and expertise, particularly through his work at Nvidia Corporation.

Latest Patents

Breuel's latest patents reflect his focus on advancing technology in image processing. One of his notable inventions is related to "Image processing using coupled segmentation and edge learning." This patent discloses a learning framework that combines semantic segmentation and semantic edge detection to improve the quality of dense predictions. The method involves receiving an input image, generating a semantic feature map, an affinity map, and a semantic edge map all from a single convolutional neural network backbone. The process culminates in refining the semantic feature map by smoothing its pixels, guided by both the affinity and edge maps.

Another of Breuel's prominent patents is focused on "Three-dimensional (3D) pose estimation from a monocular camera." This invention addresses the need for accurately estimating the 3D pose of objects, such as human hands or bodies, from 2D images, crucial for enhancing human-computer interaction. The patent describes a method where a neural network architecture generates depth values for each keypoint in the captured image, enabling accurate estimation of the object's 3D pose even in cases of occlusion or ambiguous orientation.

Career Highlights

Throughout his career, Thomas Michael Breuel has played a vital role at Nvidia Corporation, contributing to cutting-edge technologies that leverage advancements in artificial intelligence and machine learning. His work has not only driven innovation within the company but has also had broader implications across various sectors that utilize image processing and 3D object recognition technologies.

Collaborations

Breuel has collaborated with notable figures in the field, including Jan Kautz and Umar Iqbal. These partnerships have enhanced the development and refinement of his innovative solutions, showcasing the collaborative spirit that often drives engineering breakthroughs.

Conclusion

Thomas Michael Breuel stands out as a prominent inventor who has made valuable contributions to technology through his innovative patents and collaborations. His work in image processing and pose estimation exemplifies the transformative potential of inventions in enhancing human-computer interactions and processing capabilities, marking him as a key figure in the continual advancement of technological innovations.