WebWe are motivated to imitate the physical repair procedure to address point cloud completion. To this end, we propose a cross-modal shape-transfer dual-refinement network (termed CSDN), a coarse-to-fine paradigm with images of full-cycle participation, for quality point cloud completion. CSDN mainly consists of "shape fusion" and "dual ... WebFeb 17, 2024 · Observing that prior point cloud shape completion networks overlook local geometric features, we propose our ECG - an E dge-aware point cloud C ompletion …
[2104.05666] View-Guided Point Cloud Completion
WebNov 18, 2024 · Point cloud completion is a necessary task in real-world applications of recovering a complete geometry from missing regions of 3D objects. Furthermore, model efficiency is of vital importance in computer vision. In this paper, we present an efficient encoder–decoder network that predicts missing point clouds on the basis of … WebJul 9, 2024 · The application of 3D scenes has gradually expanded in recent years. A 3D point cloud is unreliable when it is acquired because of the performance of the sensor. Therefore, it causes difficulties in utilization. Point cloud completion can reconstruct and restore sparse and incomplete point clouds to a more realistic shape. We propose a … first aircraft flight
Point Cloud Completion Papers With Code
WebPF-Net: Point Fractal Network for 3D Point Cloud Completion. Unlike existing point cloud completion networks, which generate the overall shape of the point cloud from … WebOct 8, 2024 · However, the information flows of most existing completion methods are solely feedforward, and high-level information is rarely reused to improve low-level feature learning. To this end, we propose a novel Feedback Network (FBNet) for point cloud completion, in which present features are efficiently refined by rerouting subsequent fine … WebJun 9, 2024 · Point clouds produced by 3D scanning are often sparse, non-uniform, and noisy. Recent upsampling approaches aim to generate a dense point set, while achieving both distribution uniformity and proximity-to-surface, and possibly amending small holes, all in a single network. After revisiting the task, we propose to disentangle the task based … european pillow feather