IMAGE PROCESSING APPARATUS AND ASSOCIATED OPERATING METHOD
Patent Information
- Application Number
- DE602019076444
- Authority / Receiving Office
- DE · DE
- Patent Type
- Patents
- Current Assignee / Owner
- Priority Date
- 2018-07-16
- Filing Date
- 2019-07-16
- Publication Date
- 2025-10-01
- Estimated Expiration
- 2039-07-16
AI Technical Summary
Flickering occurs in high-resolution images generated from low-resolution images due to inconsistent patterns in frames, and existing methods for motion estimation and compensation are complex and ineffective.
An image processing apparatus using a convolutional neural network to generate high-resolution images by extracting feature information from low-resolution images and removing flickering by utilizing previous frames' high-resolution images, thereby reinforcing frame correlation and skipping complicated motion estimation.
The solution effectively removes flickering in high-resolution images by leveraging previous frames' information, enhancing frame correlation and reducing memory usage by storing feature information instead of generated high-resolution images.