InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields (Jan
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InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields (Jan
Title: InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields (Jan 2026) Link: http://arxiv.org/abs/2601.03252v1 Date: January 2026 Summary: This paper presents InfiniDepth, a novel approach to monocular depth estimation that models depth as neural implicit fields, overcoming the resolution and detail ...
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Excited to share our work InfiniDepth (CVPR 2026) — casting monocular depth estimation as a neural implicit field, which enables:🔍 Arbitrary-Resolution 📐 Accurate Metric Depth📷 Large-View Novel View SynthesisFeel free to try our code: https://t.co/389WULpzhC
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Excited to share our work InfiniDepth (CVPR 2026) — casting monocular depth estimation as a neural implicit field, which enables:🔍 Arbitrary-Resolution 📐 Accurate Metric Depth📷 Large-View Novel View SynthesisFeel free to try our code: https://t.co/389WULpzhC
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Excited to share our work InfiniDepth (CVPR 2026) — casting monocular depth estimation as a neural implicit field, which enables:🔍 Arbitrary-Resolution 📐 Accurate Metric Depth📷 Large-View Novel View SynthesisFeel free to try our code: https://t.co/389WULpzhC
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Depth is starting to feel less like an image… and more like geometry.InfiniDepth (open source) pushes exactly in that direction🤩Depth is no longer just a map.It’s becoming a geometry representation.Single image → depth → 3DGS🥳It’s not replacing real-world capture,but it’s definitely changing how image-to-3D works.
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