2.2.2 overview of the proposed network encoder: 用来提取图像特征; regression:可迭代3D回归用来获取3D mesh的参数以及相机参数; 得到3D mesh的pose,shape,camera信息后又分成上下两个部分: 下面:进入判别器D,与大规模3D human body数据集进行比较,判断生成的human body是否真实。 (弱监督方式,使得跟wild dataset...
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson 1, Chris Manafas 2, Georgios Tzimiropoulos 1 1 School of Computer Science, The University of Nottingham, Nottingham, UK {aaron.jackson,yorgos.tzimiropoulos}@nottingham.ac....
The reconstruction based on RGB images of dressed human body lacks the shape information of the human body under clothing, while the naked 3D human body scanning will violate the user's privacy. To overcome these limitations, a new method, based on Swin transformer (Swin-T), for reconstructing...
而ICON虽然号称比PIFuHD拥有更好的泛化性，但这仅仅体现在姿态上，却以牺牲宽松衣服重建效果为代价，相当于忘记了Clothed Human Reconstruction这个问题的“初心”。因此，如何在不牺牲姿态稳定性的情况下，尽量保证灵活拓扑，就成为绕不过去的问题。更具体，就是得想个辙，对SMPL-X取其精华去其糟粕，“润物细无声”...
As a testbed, we assess the microanatomy of the human pancreas during tumorigenesis within the branching pancreatic ductal system, labeling ten distinct structures to examine heterogeneity and structural transformation during neoplastic progression. We show that pancreatic precancerous lesions develop into ...
Techniques involving three-dimensional (3D) tissue structure reconstruction and analysis provide a better understanding of changes in molecules and function. We have developed AutoCUTS-LM, an automated system that allows the latest advances in 3D tissue
基于视觉的三维重建单目视觉双目视觉三目视觉综述As an developing technology, vision-based 3D reconstruction still got limitations in many aspects.Overviewed the main methods and relative study status of vision-based 3D reconstruction,and analyzed the advantages and disadvantages of these methods, hope to...
thus providing robust grid structure masking and, as a result, accurate 3D reconstruction, (2) an advanced image-based pipeline aided by a neural network for the accurate 3D reconstruction of the large-size and complex grid structured, evaluated on UAS imagery of Shukhov radio tower in Moscow....
This contribution is intended to provide researchers with a comprehensive overview of the current state-of-the-art concerning real-time 3D reconstruction methods suitable for medical endoscopy. Over the past decade, there have been various technological
Full Body Reconstruction Forward Kinematics Inverse Kinematics Implicit Shape Neural Rendering Grasp Multi-Modal Motion In Sence Text to Motion Dexterous Robot Hand Dynamics Imitation VLA Tools Model MoCap Overview Datasets This list presents recent datasets with properties of data size, shape annotat...