ENCODING AND DECODING METHOD AND APPARATUS

Organization Name

huawei technologies co., ltd.

Inventor(s)

Jiaying Liu of Beijing (CN)

Dezhao Wang of Beijing (CN)

Jing Wang of Beijing (CN)

Tiansheng Guo of Beijing (CN)

Ze Cui of Beijing (CN)

Yunying Ge of Beijing (CN)

ENCODING AND DECODING METHOD AND APPARATUS - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240205435 titled 'ENCODING AND DECODING METHOD AND APPARATUS

Simplified Explanation

This patent application discusses methods and devices for encoding and decoding data to enhance rate distortion performance using artificial intelligence technologies.

First, the data to be encoded is obtained and input into a first encoding network to obtain a target parameter.
A second encoding network is then constructed based on the target parameter.
The data is input into the second encoding network to obtain a first feature.
Finally, the first feature is encoded to generate an encoded bitstream.

Key Features and Innovation

Encoding and decoding methods to improve rate distortion performance.
Use of artificial intelligence technologies in data encoding and decoding.
Construction of encoding networks based on target parameters.
Generation of encoded bitstream from encoded features.

Potential Applications

The technology can be applied in various fields such as image and video compression, data transmission, and storage systems.

Problems Solved

Enhances rate distortion performance in data encoding and decoding.
Improves efficiency and accuracy of encoding processes.
Enables better compression of data while maintaining quality.

Benefits

Higher quality data compression.
Improved data transmission efficiency.
Enhanced storage capacity utilization.

Commercial Applications

Artificial intelligence-based data encoding and decoding technology can be utilized in industries such as telecommunications, multimedia, and cloud computing for efficient data processing and storage.

Questions about the Technology

What are the potential real-world applications of this technology?

The technology can be applied in various fields such as image and video compression, data transmission, and storage systems.

How does this technology improve data encoding and decoding processes?

The technology uses artificial intelligence to construct encoding networks based on target parameters, leading to better rate distortion performance.

Original Abstract Submitted

this application discloses encoding and decoding methods and apparatuses, and relates to the field of artificial intelligence technologies, to improve rate distortion performance of data encoding and decoding methods. the method includes: first obtaining to-be-encoded data, and then inputting the to-be-encoded data into a first encoding network to obtain a target parameter; then constructing a second encoding network based on the target parameter; next inputting the to-be-encoded data into the second encoding network to obtain a first feature; and finally encoding the first feature to obtain an encoded bitstream.