18060419. SYSTEM AND METHOD FOR SYNTHETIC DATA GENERATION USING DEAD LEAVES IMAGES simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
SYSTEM AND METHOD FOR SYNTHETIC DATA GENERATION USING DEAD LEAVES IMAGES
Organization Name
Inventor(s)
Mingzhao Yu of State College PA (US)
Zeeshan Nadir of Allen TX (US)
Hamid R. Sheikh of Allen TX (US)
John W. Glotzbach of Allen TX (US)
SYSTEM AND METHOD FOR SYNTHETIC DATA GENERATION USING DEAD LEAVES IMAGES - A simplified explanation of the abstract
This abstract first appeared for US patent application 18060419 titled 'SYSTEM AND METHOD FOR SYNTHETIC DATA GENERATION USING DEAD LEAVES IMAGES
Simplified Explanation
The method involves generating a dead leaf image from a blank image using an iterative process based on color distribution and variation in a raw image.
- Obtaining a raw image in a first image domain
- Determining color distribution and amount of variation in the raw image
- Using an iterative process to create a dead leaf image from a blank image
- Adding multiple circles and sticks to the blank image until the dead leaf image is filled
- Blurring portions of the dead leaf image during at least one iteration
- Blending textures of the circles based on color distribution and variation in the raw image
Potential Applications
- Image editing software
- Graphic design tools
- Virtual reality environments
Problems Solved
- Generating realistic dead leaf images
- Enhancing visual effects in digital art
- Improving image processing techniques
Benefits
- Efficient creation of dead leaf images
- Customizable textures based on color distribution
- Enhanced visual appeal in digital designs
Original Abstract Submitted
A method includes obtaining a raw image in a first image domain. The method also includes determining a color distribution and an amount of variation in the raw image. The method further includes using an iterative process to generate a dead leaf image from a blank image in the first image domain. The iterative process includes adding multiple circles and multiple sticks to the blank image until the dead leaf image is filled. The iterative process also includes blurring portions of the dead leaf image during at least one iteration of the iterative process. Textures of the multiple circles are blended based on the color distribution and the amount of variation in the raw image.
