The interventional treatment of cerebral aneurysm requires hemodynamics to provide proper
guidance. Computational fluid dynamics (CFD) is gradually used in calculating cerebral …

Hemodynamic prediction of carotid artery stenosis (CAS) is of great clinical significance in
the diagnosis, prevention, and treatment prognosis of ischemic strokes. While computational …

The 3D analysis of plants has become increasingly effective in modeling the relative
structure of organs and other traits of interest. In this paper, we introduce a novel pattern …

With the advent of PointNet, the popularity of deep neural networks has increased in point
cloud analysis. PointNet's successor, PointNet++, partitions the input point cloud and …

3D perception, especially point cloud classification and part segmentation, has achieved
substantial progress. The advances include new network architectures, data augmentation …

Segmenting plant organs is a crucial step in extracting plant phenotypes. Despite the
advancements in point-based neural networks, the field of plant point cloud segmentation …

Background Current laser scanning technologies such as Kinect sensor released by
Microsoft in 2010 enable the acquisition of both depth and intensity information from an …

This thesis advances deep learning models that are essential for collision avoidance of
autonomous vehicles. The first contribution is an advanced multi-component loss function for …

For finding the defect inside of rails, we usually use the ultrasound to inspect the rails and
obtain point clouds data of the returned ultrasonic signals after preprocessing. The quantity …