We use two scanned datasets: 2D-manifold Hand dataset (triangle meshes with 778 vertices and 1538 faces) (Romero et al. 2017) and 3D-manifold Asiadragon dataset (tet meshes with 959 vertices and 10364 faces) (Stanford 2021). For Hand dataset, they are divided into 1554 models for train ...
{2D}\) is the set of interacting nodes defined by a 4-connected neighbourhood in the image grid, and \(S_\text {2D}(B(\textbf{p},d_\textbf{p}),B(\textbf{q},d_\textbf{q}))\) is the smoothness term, which corresponds to the normal consistency term between 3D points \(B(\...
2) (Fig. 2d). A recent study14 showed that scRNA-seq alone was not capable of separating certain cell types and states in hPBMCs without additional single-cell protein measurements. In a dataset with 200,000 hPBMC transcriptomes generated with 10x Genomics, 228 protein markers (CITE-seq) ...
Swin-Unet [29] is a pure Transformer network structure, where the encoder and decoders are composed of Transformers. However, Swin-Unet is a model for 2D medical image segmentation, which is not applicable to voxel segmentation of 3D medical images unless a lot of additional work has been ...
Johnson and Hebert [17] proposed the SI descriptor, which was one of the earliest 3D local feature descriptors. This descriptor defines the normal of the local surface as a reference axis and spins a 2D plane around the axis, which is then divided into several bins. The number of points ...
If a GDAL operation is running in the background for any given Dataset, all synchronous operations on that same Dataset on the main thread will block the event loop until the background operation is finished. This includes synchronous getters and setters that might otherwise be instantaneous.. ...
img_subdir=data_root + 'FullDataSet/AllImages/', img_prefix=data_root + 'FullDataSet/AllImages/', pipeline=train_pipeline), Reproduces the problem - command or script python ./tools/train.py ./configs/rotated_imted/hrsc/vit/rotated_imted_oriented_rcnn_vit_base_3x_hrsc_rr_le90_stdc_...
(2d) Increasing perceived social support; (2e) Achieving higher treatment completion rates; and (2f) Increasing patient-reported activation levels. In addition, we also hypothesize that the Community Model will increase community awareness about depression. (3) Finally, we hypothesise that the su...
Sexually dimorphic phenotypes are generally associated with differential gene expression between the sexes. The study of molecular evolution and genomic location of these differentially expressed, or sex-biased, genes is important for understanding inter
Fig. 1a is the 2D projection obtained by applying CMDS to 2000 simulation points. Then, in the first application of SC-MDS, we set the number of points in each group to N g = 200 and the number of points in each intersection region to N I = 30 such that the number of the overl...