video restoration

Bilibili Tech

Jun 11, 2024 · Artificial Intelligence

Intelligent Restoration System for Legacy Video Quality

Bilibili’s Multimedia Lab created an end‑to‑end intelligent restoration system that assesses video resolution, frame‑rate and quality, then automatically selects and applies image‑level enhancement, frame‑rate up‑sampling, background and face restoration, and optical‑flow interpolation to transform blurry, jittery, artifact‑laden legacy videos into clear, smooth, high‑quality streams, now deployed for on‑demand content and slated for live‑stream expansion.

AIframe interpolationimage enhancement

0 likes · 12 min read

Intelligent Restoration System for Legacy Video Quality

DaTaobao Tech

Jun 14, 2022 · Artificial Intelligence

Six Alibaba CVPR 2022 Papers: Summaries and Open‑Source Releases

Alibaba’s DaTaobao team presented six CVPR 2022 papers—covering video restoration, real‑time image enhancement, human‑object interaction detection, indirect illumination modeling, editable NeRFs, and robust NeRF reconstruction—with all code and models open‑sourced, and invites viewers to a live stream for detailed walkthroughs.

CVPRDeep Learningcomputer vision

0 likes · 5 min read

Six Alibaba CVPR 2022 Papers: Summaries and Open‑Source Releases

Youku Technology

Jun 1, 2022 · Artificial Intelligence

AI-Powered Restoration of Classic Animation Videos Using Deep Learning

Youku’s Digital Media Lab built an AI‑powered restoration pipeline that uses multi‑frame super‑resolution, denoising, deblocking, deblurring and GAN‑based detail generation to automatically revive classic animated films, removing noise and artifacts while preserving fine lines, enabling high‑definition viewing for modern audiences.

AIDeep LearningSuper-Resolution

0 likes · 8 min read

AI-Powered Restoration of Classic Animation Videos Using Deep Learning

DaTaobao Tech

May 5, 2022 · Artificial Intelligence

Two-Stage Video Restoration Framework for NTIRE 2022 Video Enhancement Challenge

The TaoMC2 framework, a two‑stage pipeline that augments BasicVSR++ with peak‑quality frames and deep residual blocks in Stage I and refines results with a SwinIR transformer in Stage II, leverages progressive training and transfer learning to boost PSNR to 33.16 dB and secured two championship titles and a runner‑up in the NTIRE 2022 video enhancement challenge.

Deep LearningNTIRE2022Super-Resolution

0 likes · 26 min read

Two-Stage Video Restoration Framework for NTIRE 2022 Video Enhancement Challenge

Kuaishou Tech

Mar 1, 2022 · Artificial Intelligence

Quality Sound and Vision: Enhancing Video and Audio Experience with AI

The article details the development of '质臻影音' technology by Kuaishou's audio-visual team, which uses AI algorithms to restore classic films and enhance video quality through techniques like super-resolution, noise reduction, and adaptive processing strategies.

AI in video enhancementKuaishou technologySuper-Resolution

0 likes · 9 min read

Quality Sound and Vision: Enhancing Video and Audio Experience with AI

Kuaishou Tech

Jan 7, 2022 · Artificial Intelligence

Transcoded Video Restoration by Temporal‑Spatial Auxiliary Network – AAAI 2022 Paper Overview

The article summarizes a AAAI 2022 paper by Kuaishou's audio‑video algorithm team and Xidian University that introduces a deep‑learning‑based video compression‑artifact restoration method using temporal‑spatial auxiliary supervision, achieving significant PSNR/SSIM gains on transcoded videos without increasing bitrate.

AAAI 2022Deep Learningcompression artifact removal

0 likes · 6 min read

Transcoded Video Restoration by Temporal‑Spatial Auxiliary Network – AAAI 2022 Paper Overview