Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Frame- work, in: Menze, B., Langs, G., Lu, L., Montillo, A., Tu, Z., Criminisi, A. (Eds.), Medical Computer Vision. Recog
transform (1 × 1 × 1 mm3 voxel size)30 using a template derived from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) study database31; linear intensity normalization of each subject on template intensity; and brain extraction using BEaST32, based on patch-based segmentation...
3.2. Probabilistic segmentation model for patch weighting The global segmentation model is based on colour histogram by using a recursive Bayesian formulation to discriminate foreground and background. Let y1: t be the colour observation of a pixel from frame 1 to t, c be the class of a pixel...
内存受限，可以考虑采用 patch-based 的方法，将数据集切分成小块进行处理，降低内存占用。但这样会增加...
Sun, Q., Deng, L., Liu, J., Huang, H., Yuan, J., Tang, X., 2017. Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation. Fetal, Infant and Ophthalmic Medical Image Analysis. Springer, pp. 101-108. 28...
Curve skeletons are well known for their ability to support part-based segmentation of 3D shapes. In contrast, surface skeletons have been only sparsely used for this task and, to our knowledge, only for voxel representations. We present here a method to use such surface skeletons to segment ...
如题, CT图像输入神经网络前,应当怎样进行预处理, resize的话, 感觉对精度影响挺高的, patch-based...
1. Patch-Based-Inference To carry out patch-based inference of YOLO models using our library, you need to follow a sequential procedure. First, you create an instance of the MakeCropsDetectThem class, providing all desired parameters related to YOLO inference and the patch segmentation principle....
Retinal blood vessel segmentation in fundus images plays an important role in the early diagnosis and treatment of retinal diseases. In recent years, the segmentation methods based on deep neural networks have attracted the attention of experts and scholars. However, due to the complexity of the di...
Patch-based surface representation Intra-object class generalizability 1Introduction Several 3D shape representations exist in the computer vision and computer graphics communities, such as point clouds, meshes, voxel grids and implicit functions. Learning-based approaches have mostly focused on voxel grids...