Bildverarbeitungssystem, Bildverarbeitungsverfahren und Programm

Details

Veröffentlichungs-Nr.

EP4734044

Anmeldetag

19. Juni 2024

Veröffentlichung

2. Januar 2025

Rechtsraum

EP

Abstract

The estimation frame acquisition unit (314) inputs each intermediate frame (22) to a machine learning model (200), and acquires each of 1^st to N^th estimation frames (24) having an estimated pixel number equal to or greater than an intermediate pixel number which is greater than an input pixel number. The machine learning model (200) includes a cumulative feature information output layer (202) to which the n^th intermediate frame (22_n) (n= 2, 3, ..., N) and the (n-1)^th auxiliary information (28_n-1) based on (n-1)^th cumulative feature information (26_n-1) indicating the features of the 1^st to (n-1)^th intermediate frames (22) are inputted, where the cumulative feature information output layer (202) outputs the n^th cumulative feature information (26_n) indicating the features of the 1^st to n^th intermediate frames (22). The machine learning model (200) further includes an estimation frame output layer (204) to which the n^th cumulative feature information (26_n) is inputted, where the estimation frame output layer (204) outputs the n^th estimation frame (24_n). The machine learning model (200) has learnt by a plurality of training data which respectively includes a learning intermediate frame having the intermediate pixel number generated based on a learning input frame having the input pixel number, and a learning estimation frame having the estimated pixel number.

Anmelder

Firmen

Sony Interactive Entertainment Inc.
Sony Group Corporation

Land

🇯🇵 Japan