DLGStream introduces dual-opacity dynamic language Gaussians and an interpolation deformation field to enable language-embedded FVV streaming at 43 KB per frame with improved open-vocabulary segmentation and reconstruction quality.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
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3AM integrates MUSt3R 3D features into SAM2 via a Feature Merger and FOV-aware sampling to deliver geometry-consistent video object segmentation from RGB alone, with large gains on wide-baseline datasets.
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DLGStream: Dynamic Language-embedded Guassian Splatting for Open-vocabulary Enabled Free-viewpoint Video Streaming
DLGStream introduces dual-opacity dynamic language Gaussians and an interpolation deformation field to enable language-embedded FVV streaming at 43 KB per frame with improved open-vocabulary segmentation and reconstruction quality.
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3AM: 3egment Anything with Geometric Consistency in Videos
3AM integrates MUSt3R 3D features into SAM2 via a Feature Merger and FOV-aware sampling to deliver geometry-consistent video object segmentation from RGB alone, with large gains on wide-baseline datasets.