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Line Segment Detection

6 papers with code · Computer Vision

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Learning Attraction Field Representation for Robust Line Segment Detection

IEEE Conference on Computer Vision and Pattern Recognition 2019 cherubicXN/afm_cvpr2019

In experiments, our method is tested on the WireFrame dataset and the YorkUrban dataset with state-of-the-art performance obtained.

 SOTA for Line Segment Detection on York Urban Dataset (using extra training data)

LINE SEGMENT DETECTION SEMANTIC SEGMENTATION

Learning Attraction Field Representation for Robust Line Segment Detection

CVPR 2019 cherubicXN/afm_cvpr2019

In experiments, our method is tested on the WireFrame dataset and the YorkUrban dataset with state-of-the-art performance obtained.

LINE SEGMENT DETECTION SEMANTIC SEGMENTATION

Fast 3D Line Segment Detection From Unorganized Point Cloud

8 Jan 2019xiaohulugo/3DLineDetection

This paper presents a very simple but efficient algorithm for 3D line segment detection from large scale unorganized point cloud.

LINE SEGMENT DETECTION

End-to-End Wireframe Parsing

ICCV 2019 zhou13/lcnn

We conduct extensive experiments and show that our method significantly outperforms the previous state-of-the-art wireframe and line extraction algorithms.

LINE SEGMENT DETECTION

PPGNet: Learning Point-Pair Graph for Line Segment Detection

CVPR 2019 svip-lab/PPGNet

In this paper, we present a novel framework to detect line segments in man-made environments.

LINE SEGMENT DETECTION

Learning to Parse Wireframes in Images of Man-Made Environments

CVPR 2018 huangkuns/wireframe

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.

#2 best model for Line Segment Detection on York Urban Dataset (using extra training data)

3D RECONSTRUCTION LINE SEGMENT DETECTION