Innovative Production of AI Digital Films and Applications of Information Technology

During the playback of moving shots in traditional 24FPS (Frames Per Second) films, stuttering and flickering often occur, significantly affecting the audience’s viewing experience. To effectively address this issue, it is necessary to increase the frame rate to 70FPS. However, the current film industry lacks an interpolation technique specifically tailored to the characteristics of films. To this end, this study proposes an AI-based film frame interpolation algorithm that integrates motion modeling and motion feature algorithms to ensure that the interpolated frames are consistent with the original frames before interpolation. This algorithm enhances the film’s frame rate while maintaining the consistency of the shot language. Simulation results demonstrate that this technology can effectively improve the quality and efficiency of the production process for high-tech format films, providing audiences with a unique viewing experience.

Authors

Institutions

Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/itcem65710.2024.00016
Primary Topic
Advanced Vision and Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Innovative Production of AI Digital Films and Applications of Information Technology

Yuan Xue, Y. Zhang
Advanced Vision and Imaging
article

Innovative Production of AI Digital Films and Applications of Information Technology

Yuan Xue, Y. Zhang
article en

Abstract

During the playback of moving shots in traditional 24FPS (Frames Per Second) films, stuttering and flickering often occur, significantly affecting the audience’s viewing experience. To effectively address this issue, it is necessary to increase the frame rate to 70FPS. However, the current film industry lacks an interpolation technique specifically tailored to the characteristics of films. To this end, this study proposes an AI-based film frame interpolation algorithm that integrates motion modeling and motion feature algorithms to ensure that the interpolated frames are consistent with the original frames before interpolation. This algorithm enhances the film’s frame rate while maintaining the consistency of the shot language. Simulation results demonstrate that this technology can effectively improve the quality and efficiency of the production process for high-tech format films, providing audiences with a unique viewing experience.

Dalian Neusoft University of Information (CN)
Openalex Percentile: Top 71%
Advanced Vision and Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.