Imaging is usually a mixture problem of incomplete color sampling, noise degradation, and limited resolution. This mixture problem is typically solved by a sequential solution that applies demosaicing (DM), denoising (DN), and super-resolut…
We present "Magic123", a two-stage coarse-to-fine solution for high-quality, textured 3D meshes generation from a single unposed image in the wild using both 2D and 3D priors. In the first stage, we optimize a neural radiance field to produ…
There are three ways to download the data: Download from the official website. Or, one can download the data by this command (please submit the "ScanObjectNN Terms of Use" form on their official website before downloading): Or, one can only…
PointNeXt pretrained checkpoints remain available through the links in the Model Zoo. For new releases, the recommended primary/mirror layout is a Hugging Face model repo: Each checkpoint should be uploaded with the exact config needed to l…
by Xin Deng, WenYu Zhang, Qing Ding, XinMing Zhang In point cloud analysis, point-based methods have rapidly developed in recent years. These methods have recently focused on concise MLP structures, such as PointNeXt, which have demonstrate…