US Patent Application 17714743. APPARATUS AND METHODS FOR IMAGE RECONSTRUCTION USING MACHINE LEARNING PROCESSES simplified abstract
Contents
APPARATUS AND METHODS FOR IMAGE RECONSTRUCTION USING MACHINE LEARNING PROCESSES
Inventors
Michel Adib SARKIS of San Diego CA (US)
Chieh-Ming KUO of Taoyuan (TW)
Kuang-Man HUANG of Zhubei City Hsinchu County (TW)
APPARATUS AND METHODS FOR IMAGE RECONSTRUCTION USING MACHINE LEARNING PROCESSES - A simplified explanation of the abstract
- This abstract for appeared for patent application number 17714743 Titled 'APPARATUS AND METHODS FOR IMAGE RECONSTRUCTION USING MACHINE LEARNING PROCESSES'
Simplified Explanation
This abstract describes a method for automatically reconstructing a 3D image using machine learning. A computing device obtains an image and applies a machine learning process to generate coefficient values that describe the image in multiple dimensions. The device then creates a mesh based on these coefficient values. Another machine learning process is applied to the coefficient values and the image to generate a displacement map. Using the mesh and displacement map, the device generates output data that represents an aligned mesh. This output data is stored in a data repository and can be displayed.
Original Abstract Submitted
Methods, systems, and apparatuses are provided to automatically reconstruct an image, such as a 3D image. For example, a computing device may obtain an image, and may apply a first trained machine learning process to the image to generate coefficient values characterizing the image in a plurality of dimensions. Further, the computing device may generate a mesh based on the coefficient values. The computing device may apply a second trained machine learning process to the coefficient values and the image to generate a displacement map. Based on the mesh and the displacement map, the computing device may generate output data characterizing an aligned mesh. The computing device may store the output data within a data repository. In some examples, the computing device provides the output data for display.
