Company Filing History:
Years Active: 2019-2021
Title: Innovations of Amin Jourabloo
Introduction
Amin Jourabloo is an accomplished inventor based in East Lansing, MI (US). He has made significant contributions to the field of image classification and face alignment through his innovative patents. With a total of two patents to his name, Jourabloo's work is at the forefront of visual analytics and neural network applications.
Latest Patents
One of Jourabloo's latest patents is a "Visual analytics system for convolutional neural network based classifiers." This patent discloses a method and system for visualizing the operation of an image classification model that includes at least one convolutional neural network layer. The model classifies sample images into predefined classes, and the visual analytics method determines a unified ordering of these classes based on a similarity hierarchy. This allows for better clustering of similar classes and enhances the user's understanding of the model's training process.
Another notable patent is the "System and method for pose-invariant face alignment." This computing system utilizes a processing unit to execute a face alignment method upon receiving image data containing a facial image. The system applies a neural network to provide a final estimate of parameter data for the facial image, which includes head pose and face shape data. The inclusion of a visualization layer generates a feature map based on the current estimate of the parameter data, improving the accuracy of face alignment.
Career Highlights
Amin Jourabloo is currently employed at Robert Bosch GmbH, where he continues to innovate and develop cutting-edge technologies. His work focuses on enhancing image processing and machine learning techniques, contributing to advancements in various applications.
Collaborations
Jourabloo collaborates with talented individuals such as Mao Ye and Liu Ren, who share his passion for innovation and technology. Together, they work on projects that push the boundaries of what is possible in the field of image analysis.
Conclusion
Amin Jourabloo's contributions to the fields of image classification and face alignment through his patents demonstrate his commitment to innovation. His work not only enhances the understanding of neural networks but also paves the way for future advancements in technology.