Company Filing History:
6 out of 759 
3 out of 5 
1 out of 36,546 
Years Active: 2023-2025
Title: Innovations of Gregory Shakhnarovich
Introduction
Gregory Shakhnarovich is a prominent inventor based in Chicago, IL, known for his contributions to the field of computer vision and machine learning. He holds five patents that showcase his innovative approaches to self-supervised learning and depth estimation.
Latest Patents
One of his latest patents is titled "Systems and methods for self-supervised learning of camera intrinsic parameters from a sequence of images." This invention relates to self-supervised learning techniques that enhance the accuracy of camera intrinsic parameters by utilizing a sequence of images. The process involves generating a depth map from a current image frame, creating a point cloud, and producing a camera pose estimate. The method further refines camera intrinsic parameters based on a self-supervised photometric loss, ultimately generating rectified image frames.
Another significant patent is "Scale-aware depth estimation using multi-camera projection loss." This method focuses on determining a multi-camera photometric loss associated with a multi-camera rig of an ego vehicle. It includes training models for scale-aware depth estimation and ego-motion estimation, predicting a 360° point cloud of the surrounding scene, and planning vehicle control actions based on this data.
Career Highlights
Gregory has worked with notable organizations such as the Toyota Research Institute and the Toyota Technological Institute at Chicago. His experience in these institutions has allowed him to collaborate on cutting-edge research and development projects in the automotive and technology sectors.
Collaborations
Throughout his career, Gregory has collaborated with talented individuals, including Vitor Guizilini and Rares A Ambrus. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.
Conclusion
Gregory Shakhnarovich's innovative work in self-supervised learning and depth estimation has made a significant impact in the field of computer vision. His patents reflect a commitment to advancing technology and improving the capabilities of machine learning systems.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.