Adaptive Reference Sample Lines for Intra Image Prediction
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
High-resolution and high-quality image data requires high-efficiency encoding/decoding techniques to manage increasing data volumes, leading to higher transmission and storage costs.
Innovation Solution
An image encoding/decoding method utilizing intra prediction with adaptive configuration of reference sample lines, including padding and filtering, to enhance compression efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of energy
If conventional image encoding techniques are used for high-resolution images, then transmission and storage costs increase, but image quality and resolution are maintained
Solution Approach 1:
The current block is divided into multiple prediction blocks, and different intra prediction modes are applied to different segments. This allows more precise local prediction, reducing residual energy and improving compression efficiency without sacrificing image quality.
Solution Approach 2:
The patent dynamically selects intra prediction modes and adapts the number of reference sample lines based on block characteristics. This dynamic adaptation optimizes compression for different image regions, reducing overall data volume while maintaining quality.
2Manufacturing precision
If the number of reference sample lines is increased to improve prediction accuracy, then compression efficiency improves, but computational complexity increases
Solution Approach 1:
The patent uses a limited number of reference sample lines (typically 2-4 lines) rather than all available reference samples. This partial action provides sufficient prediction accuracy for most cases while avoiding the excessive computational complexity of using all reference data.
Solution Approach 2:
The patent changes the parameter of reference sample line configuration adaptively based on prediction mode and block characteristics. This allows optimization of the balance between prediction accuracy and computational complexity for different scenarios.
3Reliability
If padding is performed on reference samples to ensure availability, then intra prediction can be performed without boundary issues, but additional processing steps are required
Solution Approach 1:
The patent performs padding of reference samples in advance, before the actual intra prediction process. This preliminary action ensures that all necessary reference samples are available, preventing boundary issues during prediction while the padding can be efficiently integrated into the existing processing pipeline.
Data Source
AI summary
An image encoding/decoding method and apparatus for performing intra prediction using a plurality of reference sample lines are provided. An image decoding method may comprise configuring a plurality of reference sample lines, reconstructing an intra prediction mode of a current block, and performing intra prediction for the current block based on the intra prediction mode and the plurality of reference sample lines.


