Alimama Tech
Alimama Tech
Jan 24, 2024 · Artificial Intelligence

Hierarchical Masked 3D Diffusion Model for Video Outpainting

The Hierarchical Masked 3D Diffusion Model (M3DDM) introduces a masking‑based training strategy and cross‑attention with global video clips to achieve temporally consistent video outpainting, while a hybrid coarse‑to‑fine inference pipeline mitigates error accumulation, delivering state‑of‑the‑art results and deployment in Alibaba’s creative center.

3D diffusionACM MM2023AI video processing
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Hierarchical Masked 3D Diffusion Model for Video Outpainting
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 11, 2022 · Artificial Intelligence

How AI Is Revolutionizing Ultra‑HD Cloud Video Transcoding

This article explores the rapid growth of ultra‑HD video, the challenges it creates for cloud transcoding, and how Huawei Cloud leverages AI techniques such as super‑resolution, frame interpolation, denoising, restoration, and SDR‑to‑HDR conversion to deliver immersive, high‑quality viewing experiences across diverse devices.

AI video processingHDR conversionSuper-Resolution
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How AI Is Revolutionizing Ultra‑HD Cloud Video Transcoding