Deep learning based adaptive arithmetic coding and codelength regularization

O Rippel, L Bourdev - US Patent 10,748,062, 2020 - Google Patents
A deep learning based compression (DLBC) system applies trained models to compress
binary code of an input image to a target codelength. For a set of binary codes representing …

Methods and apparatuses for performing artificial intelligence encoding and artificial intelligence decoding on image

J Kim, JS Lee, J Sunyoung, C Kwangpyo… - US Patent …, 2020 - Google Patents
Provided is an artificial intelligence (AI) decoding apparatus includes: a memory storing one
or more instructions; and a processor configured to execute the one or more instructions …

Method and apparatus for streaming data

P Youngo, S Yumi, M Eom, C Kwangpyo - US Patent 10,817,986, 2020 - Google Patents
A terminal for receiving streaming data may receive information of a plurality of different
quality versions of an image content; request, based on the information, a server for a …

Apparatuses and methods for performing artificial intelligence encoding and artificial intelligence decoding on image

J Kim, JS Lee, J Sunyoung, C Kwangpyo… - US Patent …, 2020 - Google Patents
An artificial intelligence (AI) decoding apparatus includes a memory storing one or more
instructions, and a processor configured to execute the stored one or more instructions, to …

Image and video coding using machine learning prediction coding models

D Mukherjee, U Joshi, Y Chen, S Parker - US Patent 11,601,644, 2023 - Google Patents
US11601644B2 - Image and video coding using machine learning prediction coding models -
Google Patents US11601644B2 - Image and video coding using machine learning prediction …

Recurrent neural networks and systems for decoding encoded data

FL Luo - US Patent 11,424,764, 2022 - Google Patents
Examples described herein utilize multi-layer neural networks, such as multi-layer recurrent
neural networks to decode encoded data (eg, data encoded using one or more encoding …

Methods and apparatuses for performing encoding and decoding on image

P Pilkyu, P Youngo, JS Lee, S Yumi, M Eom - US Patent 10,819,992, 2020 - Google Patents
Provided is a computer-recordable recording medium having stored thereon a video file
including artificial intelligence (AI) encoding data, wherein the AI encoding data includes …

Neural networks and systems for decoding encoded data

FL Luo, J Cummins, T Schmitz - US Patent 11,599,773, 2023 - Google Patents
Examples described herein utilize multi-layer neural networks to decode encoded data (eg,
data encoded using one or more encoding techniques). The neural networks have nonlinear …

Enhanced coding efficiency with progressive representation

O Rippel, L Bourdev - US Patent 10,977,553, 2021 - Google Patents
A deep learning based compression (DLBC) system gener ates a progressive
representation of the encoded input image such that a client device that requires the …

Image filtering apparatus, image decoding apparatus, and image coding apparatus

T Ikai, T Yamamoto, N Itoh, Y Tokumo - US Patent 11,631,199, 2023 - Google Patents
To apply a filter to input image data in accordance with an image characteristic. A CNN filter
includes a neural network configured to receive an input of one or multiple first type input …