Image compression and decoding, video compression and decoding: methods and systems

C Besenbruch, C Cursio, C Finlay, V Koshkina… - US Patent …, 2024 - Google Patents
There is disclosed a computer-implemented method for lossy image or video compression,
transmission and decoding, the method including the steps of:(i) receiving an input image at …

Approaches for lossy compression using machine learning

P Wilczynski - US Patent App. 17/554,406, 2022 - Google Patents
(2013.01)(57) ABSTRACT Systems and methods are provided for obtaining a media, the
media including an image, audio, video, or combination thereof. An input may be received …

Techniques for determining importance of encoded image components for artificial intelligence tasks

K Xu, M Qin, Y Wang, F Sun, YK Chen… - US Patent 11,170,260, 2021 - Google Patents
A system for determining the importance of encoded image components for artificial
intelligence tasks includes an image capture or storage unit, a processor and a …

Image compression and decoding, video compression and decoding: methods and systems

C Besenbruch, C Cursio, C Finlay, V Koshkina… - US Patent …, 2024 - Google Patents
A computer-implemented method for lossy image or video compression, transmission and
decoding, the method including the steps of:(i) receiving an input image at a first computer …

Method and apparatus for multi-learning rates of substitution in neural image compression

D Ding, W Jiang, S Lin, W Wang, X Xu… - US Patent App. 17 …, 2022 - Google Patents
US20220343552A1 - Method and apparatus for multi-learning rates of substitution in neural
image compression - Google Patents US20220343552A1 - Method and apparatus for multi-learning …

Method, apparatus and storage medium for image encoding/decoding using binary mask

J Lee, S Jeong, HJ Kwon, D Kim, Y Kim… - US Patent App. 17 …, 2022 - Google Patents
Disclosed herein are a method, an apparatus and a storage medium for image
encoding/decoding using a binary mask. An encoding method includes generating a latent …

High-fidelity generative image compression

GD Toderici, FJ Mentzer, ET Agustsson… - US Patent …, 2023 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for training an encoder neural network configured to receive a data item …

Pruning methods and apparatuses for neural network based video coding

X Xu, W Jiang, S Liu, W Wang - US Patent 11,765,376, 2023 - Google Patents
A pruning method of neural network based video coding of a current block of a picture of a
video sequence is performed by at least one processor and includes categorizing …

Techniques to dynamically gate encoded image components for artificial intelligence tasks

K Xu, M Qin, Y Wang, F Sun, YK Chen… - US Patent 11,403,783, 2022 - Google Patents
A system for processing encoded image components for artificial intelligence tasks. The
system can include one or more compute units, one or more controllers and memory. The …

Apparatus and system for unsupervised disentangled representation learning with a residual variational autoencoder

S Ghaffarzadegan, LI Nanxiang, L Ren - US Patent 11,176,422, 2021 - Google Patents
A computer-program product storing instructions which, when executed by a computer,
cause the computer to receive an input data, encode the input via an encoder, during a first …