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Video Frame Interpolation

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Bilibili Tech
Bilibili Tech
Dec 15, 2023 · Artificial Intelligence

Bilibili's AI-Powered Video Frame Interpolation: Techniques, Challenges, and Deployment

Bilibili’s AI‑driven frame‑interpolation pipeline upgrades low‑frame-rate videos to smooth high‑frame-rate 1080p playback by optimizing optical‑flow models for large motion, texture and text artifacts, pruning for speed, and deploying via the BVT SDK across on‑demand and live streams.

AIDeep LearningReal-time Processing
0 likes · 14 min read
Bilibili's AI-Powered Video Frame Interpolation: Techniques, Challenges, and Deployment
Kuaishou Tech
Kuaishou Tech
Jan 20, 2022 · Artificial Intelligence

Understanding Kuaishou's KFRUC Algorithm: A Technical Deep Dive into Video Frame Interpolation

This article provides a comprehensive technical analysis of Kuaishou's self-developed KFRUC video frame interpolation algorithm, detailing its motion estimation, occlusion localization, and motion compensation mechanisms to enhance playback smoothness and visual quality in slow-motion and high-frame-rate video applications.

KFRUC AlgorithmMEMCSlow Motion Technology
0 likes · 8 min read
Understanding Kuaishou's KFRUC Algorithm: A Technical Deep Dive into Video Frame Interpolation