Abstract: Point Cloud Quality Assessment (PCQA) plays an essential role in optimizing point cloud acquisition, encoding, transmission, and rendering for human-centric visual media applications. In ...
This is the reference implementation of the paper "Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences" presented at CVPR 2024. The paper introduces Metric Keypoints (MicKey), a ...
Abstract: In recent times, the generation of 3D assets from text prompts has shown impressive results. Both 2D and 3D diffusion models can help generate decent 3D objects based on prompts. 3D ...
Ubuntu 20.04 Python 3.10 PyTorch 2.1.1 1 NVIDIA GPU (RTX A6000) with CUDA version 11.8. (Other GPUs are also suitable, and 22GB GPU memory is sufficient for dense tracking (~10k points) with our code.
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