Neuronales Netzwerk mit Gemischter Präzision zur Bildinterpolation

Details

Veröffentlichungs-Nr.

EP4760632

Anmeldetag

15. Oktober 2025

Veröffentlichung

17. Juni 2026

Rechtsraum

EP

IPC

G06T5/50, G06T5/60, G06T7/20

Abstract

Systems and methods are provided for a neural network for frame interpolation. The systems and methods can be used in real time applications such as gaming platforms, and include receiving two consecutive input image frames and a motion vector, and warping the input image frames to generate an intermediate frame at a new timepoint that lies between the two input image frames. A first network generates optical flow data representing changes between the two consecutive input image frames, such as changes in illumination and/or shading. The system generates optical flow data from each input image frame to the new timepoint as well as motion vectors from each input image to the new timepoint. A second network can use the optical flow data and the motion vector data to generate the intermediate frame. The frame interpolation pipeline can generate intermediate frames in an interactive environment where future frames are unknown.

Anmelder

Firma

Intel Corporation

Land

🇺🇸 USA

Fachgebiete