18494099. IMAGE SIGNAL PROCESSOR FOR PROCESSING IMAGES simplified abstract (QUALCOMM Incorporated)
Contents
IMAGE SIGNAL PROCESSOR FOR PROCESSING IMAGES
Organization Name
Inventor(s)
Hau Hwang of San Diego CA (US)
Tushar Sinha Pankaj of San Diego CA (US)
Vishal Gupta of Gainesville FL (US)
Jinsoo Lee of San Jose CA (US)
IMAGE SIGNAL PROCESSOR FOR PROCESSING IMAGES - A simplified explanation of the abstract
This abstract first appeared for US patent application 18494099 titled 'IMAGE SIGNAL PROCESSOR FOR PROCESSING IMAGES
Simplified Explanation
- Techniques for using machine learning systems to process image data - Input data, including image data, is obtained - Machine learning systems are applied to determine color component values for pixels - Output image data for a frame is generated with reduced dimensionality
Potential Applications
- Image processing and enhancement - Video compression - Object recognition in images
Problems Solved
- Efficient processing of large amounts of image data - Reduction of dimensionality for easier storage and transmission
Benefits
- Improved image quality - Faster processing of image data - Reduced storage and bandwidth requirements
Original Abstract Submitted
Techniques are provided for using one or more machine learning systems to process input data including image data. The input data including the image data can be obtained, and at least one machine learning system can be applied to at least a portion of the image data to determine at least one color component value for one or more pixels of at least the portion of the image data. Based on application of the at least one machine learning system to at least the portion of the image data, output image data for a frame of output image data can be generated. The output image data includes at least one color component value for one or more pixels of the frame of output image data. Application of the at least one machine learning system causes the output image data to have a reduced dimensionality relative to the input data.
