Image contrast enhancement method, system, electronic device and storage medium
By separating and enhancing the luminance and chrominance components of an image, and combining high- and low-frequency separation with trilinear interpolation techniques, the problems of high computational complexity and poor visual effects in existing technologies are solved, achieving high-quality image enhancement with low computational complexity.
Patent Information
- Application Number
- CN202610435303.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-04-03
- Publication Date
- 2026-08-11
AI Technical Summary
While current image processing technologies reduce computational load, they struggle to preserve visual enhancement effects and image details while avoiding noise and video flickering.
By separating the luminance and chrominance components from the YUV data of the input image, the luminance component is trained to enhance contrast using an enhancement network model to generate an enhancement coefficient grid. The chrominance component is then processed using chrominance compensation coefficients. High-low frequency separation and trilinear interpolation techniques are employed to generate a full-resolution enhanced image.
It significantly reduces computational complexity and computational load, maintains the color accuracy and texture details of the image, avoids color distortion and video flicker, and improves the spatial coherence and temporal stability of the image.