Papers Wireframe Parsing
“Wireframe Parsing” 태그가 달린 논문 7편 · 필터 해제
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing
While most state-of-the-art instance segmentation methods produce pixel-wise segmentation masks, numerous applications demand precise vector polygons of detected objects instead of rasterized output. This paper propo…
Graph Neural NetworkInstance SegmentationScene ParsingSemantic Segmentation+1Detecting Line Segments in Motion-blurred Images with Events
Making line segment detectors more reliable under motion blurs is one of the most important challenges for practical applications, such as visual SLAM and 3D reconstruction. Existing line segment detection methods face s…
3D ReconstructionLine Segment DetectionWireframe ParsingHolistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning
This article presents Holistically-Attracted Wireframe Parsing (HAWP), a method for geometric analysis of 2D images containing wireframes formed by line segments and junctions. HAWP utilizes a parsimonious Holistic Attra…
GPUSelf-Supervised LearningWireframe ParsingSemantic Room Wireframe Detection from a Single View
Reconstruction of indoor surfaces with limited texture information or with repeated textures, a situation common in walls and ceilings, may be difficult with a monocular Structure from Motion system. We propose a Semanti…
Line Segment DetectionRoom Layout EstimationWireframe ParsingSOLD2: Self-supervised Occlusion-aware Line Description and Detection
Compared to feature point detection and description, detecting and matching line segments offer additional challenges. Yet, line features represent a promising complement to points for multi-view tasks. Lines are indeed …
Line DetectionWireframe ParsingHolistically-Attracted Wireframe Parsing
This paper presents a fast and parsimonious parsing method to accurately and robustly detect a vectorized wireframe in an input image with a single forward pass. The proposed method is end-to-end trainable, consisting of…
GPULine Segment DetectionWireframe ParsingEnd-to-End Wireframe Parsing
We present a conceptually simple yet effective algorithm to detect wireframes in a given image. Compared to the previous methods which first predict an intermediate heat map and then extract straight lines with heuristic…
Line Segment DetectionWireframe Parsing