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Sicong Tang

2 accepted papers

2023

NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization

CVPR 2023poster

This paper presents an end-to-end neural mapping method for camera localization, dubbed NeuMap, encoding a whole scene into a grid of latent codes, with which a Transformer-based auto-decoder regresses 3D coordinates of query pixels. State-of-the-art feature matching methods require each scene to be…

2019

A Neural Network for Detailed Human Depth Estimation From a Single Image

ICCV 2019oral

This paper presents a neural network to estimate a detailed depth map of the foreground human in a single RGB image. The result captures geometry details such as cloth wrinkles, which are important in visualization applications. To achieve this goal, we separate the depth map into a smooth base shap…

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