Single Image Reconstruction Collection

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“The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.”

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“Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision”

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“[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image”

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“[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"”

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“FLAME head tracker for single image reconstruction and monocular video tracking. [Note: This tracker operates offline and is not intended for real-time applications.]”

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🔮Psychic

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“This is the official repository for evaluation on the NoW Benchmark Dataset. The goal of the NoW benchmark is to introduce a standard evaluation metric to measure the accuracy and robustness of 3D face reconstruction methods from a single image under variations in viewing angle, lighting, and common occlusions.”

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“:dress: [npj AI] 3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective:dress: Single-View 3D Reconstruction”

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“Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion (ICCV 2025)”

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“[TVCG 2018] AutoSweep: Recovering 3D Editable Objects from a Single Photograph, a object reconstruction method from a single image”