Bayesian Reconstruction of 3D Shapes and Scenes From A Single Image(从单个图像进行3D形状和场景的贝叶斯重构) 热度: a comprehensive automated 3d approach for building extraction, reconstruction, and regularization from airborne laser scanning point clouds 热度: 3D reconstruction from a single image ...
Therefore, the method is suitable for complex natural shapes such as human faces. The recovery process consists of a bottom-up grouping process and a subsequent optimization process based on the MDL criteria. The definite causal relations of part structure between different sensitivity levels are ...
but I was surprised that we could design / "model" more than simple extruded shapes with sharp 90° edges.In my photo above, the test objects I created do not have sharp edges, and maybe even the starting reference image at the beginning of the discussion with the 3D letter "D"...
2) Our work also provides an alternative unsupervised 3D shape learning method, and does not rely on the symmetry assumption of object shapes. 3) We achieve highly photo-realistic 3D-aware image manipulations including rotation and relighting without using any external 3D models....
论文《Learning a HierarchicalLatent-Variable Model of 3D Shapes》表明,将输入映射到单个潜在表示的编码器不能提取丰富的结构,因此可能导致模糊的重构。为提高重建质量,该模型引入了更复杂的内部变量结构,其目的是鼓励对潜在特征检测器的分层排列进行学习。 该方法从一个全局隐变量层开始,该层被硬连接到一组局部隐变...
and provides a new perspective for 3D shape generation. 2) Our work also provides an alternative unsupervised 3D shape learning method, and does not rely on the symmetry assumption of object shapes. 3) We achieve highly photo-realistic 3D-aware image manipulations including rotation and relighting...
Microglia play a central role in modulating synaptic structure and physiology, learning and memory processes. They exhibit morphological changes to perform these roles, therefore the morphological study of microglia can help to understand their functiona
The main advantage of this evaluation method is that it can be used with datasets of any size, and ensures scenes are cluttered with natural shapes. In summary, the contributions of this paper are: 2. Background and related work Numerous local shape descriptors have been proposed to date [9...
Section 3 describes the dataset that was used in the following experiments, as well as the details of its preprocessing and transformation. Section 4 presents the proposed Generative Enhancement methodology. In Section 5, three network architectures, designed to evaluate the proposed methodology, are ...
Version 1.0.3 release May 11, 2024 Searching for Better ViT Baselines (For the GPU Poor) weights and vit variants released. Exploring model shapes between Tiny and Base. modeltop1top5param_countimg_size vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k 86.202 97.874 64.11 256 vit_betwi...