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Elastic3D converts videos to stereo using guided latent decoding

Researchers have developed Elastic3D, a novel method for converting standard monocular videos into stereo videos. This approach utilizes a guided latent decoding technique within a conditional latent diffusion framework, which reportedly avoids common artifacts associated with explicit depth estimation and warping. Elastic3D offers users control over the stereo effect's intensity during inference and has demonstrated superior performance compared to existing methods in experiments. AI

IMPACT This method could enhance the creation of immersive 3D content by simplifying the conversion of existing video libraries.

RANK_REASON The cluster contains an academic paper detailing a new method for video conversion. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Elastic3D converts videos to stereo using guided latent decoding

COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Nando Metzger, Prune Truong, Goutam Bhat, Konrad Schindler, Federico Tombari ·

    Elastic3D: Controllable Stereo Video Conversion with Guided Latent Decoding

    arXiv:2512.14236v2 Announce Type: replace Abstract: The growing demand for immersive 3D content calls for automated monocular-to-stereo video conversion. We present Elastic3D, a controllable, direct end-to-end method for upgrading a conventional video to a binocular one. Our appr…