Gernot Riegler

Title: Gernot Riegler: Innovator in Deep Novel View Synthesis

Introduction

Gernot Riegler is a prominent inventor based in Munich, Germany. He has made significant contributions to the field of technology, particularly in the area of image processing and 3D geometry reconstruction. His innovative work has led to the development of advanced systems and methods that enhance virtual viewpoint selection and image synthesis.

Latest Patents

Gernot Riegler holds a patent for "Deep novel view synthesis from unstructured input." This patent describes systems, apparatuses, and methods that estimate poses of multiple input images. It reconstructs a proxy three-dimensional (3D) geometry based on these estimated poses and the input images. The technology detects user selections of virtual viewpoints, encodes the input images using a first neural network, and warps the feature maps based on the virtual viewpoint and proxy 3D geometry. Finally, it blends the warped feature maps into a single image using a second neural network. This innovative approach utilizes a deep convolutional network and a recurrent convolutional network.

Career Highlights

Gernot Riegler is currently associated with Intel Corporation, where he continues to push the boundaries of technology and innovation. His work at Intel has allowed him to collaborate with leading experts in the field, further enhancing his contributions to the industry.

Collaborations

One of Gernot Riegler's notable collaborators is Vladlen Koltun. Their partnership has fostered advancements in the field of computer vision and image processing.

Conclusion

Gernot Riegler's innovative work in deep novel view synthesis showcases his expertise and commitment to advancing technology. His contributions have the potential to significantly impact the way we interact with virtual environments.