Geometrically Modified Reference Pictures for Global Motion Prediction
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing image compression technologies face inefficiencies due to reduced prediction efficiency when global motion is present in reference pictures, leading to degraded image quality.
Innovation Solution
The method involves generating a geometrically modified reference picture and using it for inter prediction, along with encoding and decoding processes that include geometric modification information to enhance encoding efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a reference picture is used for inter prediction without geometric modification, then the encoding process is simple, but prediction efficiency degrades when global motion is present
Solution Approach 1:
The patent applies preliminary action by generating a geometrically modified reference picture before performing inter prediction. The encoder pre-processes the reference picture by applying geometric transformation parameters (such as motion vectors, rotation angles, or scaling factors) to create a modified reference picture that better matches the current picture's geometry. This preliminary geometric modification ensures that when inter prediction is performed, the reference blocks already account for global motion effects, thereby maintaining high prediction efficiency without adding complex processing during the actual prediction step.
2Measurement precision
If geometric modification is applied to reference pictures, then prediction accuracy improves, but encoding complexity increases
Solution Approach 1:
The patent implements parameter changes by modifying geometric parameters of the reference picture such as position, orientation, and scale based on motion estimation results. Instead of complex pixel-level warping, the method adjusts key geometric parameters (motion vectors, rotation angles, scaling factors) that define the spatial relationship between reference and current pictures. These parameter changes enable accurate prediction by aligning the reference picture's geometry with the current picture, while keeping the encoding process relatively simple through parameter-based transformation rather than full image reprocessing.
3Manufacturing precision
If geometrically modified reference pictures are used, then image quality improves, but decoding complexity increases
Solution Approach 1:
The patent applies feedback by encoding and transmitting geometric modification parameters (motion vectors, transformation matrices, or geometric descriptors) along with the encoded video data. During decoding, the decoder receives these parameters and uses them to reconstruct the geometrically modified reference picture. The feedback mechanism ensures that both encoder and decoder use the same geometric transformation parameters, allowing the decoder to accurately recreate the modified reference picture and achieve high image quality without requiring complex iterative optimization processes.
Data Source
AI summary
A method and apparatus use a geometric modified image for video encoding/decoding. The encoding method may include: generating a geometric modified reference picture by geometrically modifying a reference picture; generating a prediction block of a current block within an encoding target picture by performing inter prediction by referencing the reference picture or the geometrically modified reference picture; and encoding inter-prediction information of the current block.


