Papers Junction Detection
“Junction Detection” 태그가 달린 논문 7편 · 필터 해제
BRep Boundary and Junction Detection for CAD Reverse Engineering
In machining process, 3D reverse engineering of the mechanical system is an integral, highly important, and yet time consuming step to obtain parametric CAD models from 3D scans. Therefore, deep learning-based Scan-to-CA…
Junction DetectionField of Junctions: Extracting Boundary Structure at Low SNR
We introduce a bottom-up model for simultaneously finding many boundary elements in an image, including contours, corners and junctions. The model explains boundary shape in each small patch using a 'generalized M-juncti…
Boundary Detectionimage smoothingJunction DetectionLearning to Parse Wireframes in Images of Man-Made Environments
In this paper, we propose a learning-based approach to the task of automatically extracting a "wireframe" representation for images of cluttered man-made environments. The wireframe (see Fig. 1) contains all salient stra…
3D ReconstructionJunction DetectionLine Segment DetectionJuncNet: A Deep Neural Network for Road Junction Disambiguation for Autonomous Vehicles
With a great amount of research going on in the field of autonomous vehicles or self-driving cars, there has been considerable progress in road detection and tracking algorithms. Most of these algorithms use GPS to handl…
Autonomous VehiclesJunction DetectionSelf-Driving CarsA Multi-task Network to Detect Junctions in Retinal Vasculature
Junctions in the retinal vasculature are key points to be able to extract its topology, but they vary in appearance, depending on vessel density, width and branching/crossing angles. The complexity of junction patterns i…
Junction DetectionAnisotropic-Scale Junction Detection and Matching for Indoor Images
Junctions play an important role in the characterization of local geometric structures in images, the detection of which is a longstanding and challenging task. Existing junction detectors usually focus on identifying th…
Junction DetectionManhattan Junction Catalogue for Spatial Reasoning of Indoor Scenes
Junctions are strong cues for understanding the geometry of a scene. In this paper, we consider the problem of detecting junctions and using them for recovering the spatial layout of an indoor scene. Junction detection h…
Junction DetectionSpatial ReasoningStructured Prediction