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Structured Image Analysis

Key word: Line Segment/Junction Detection, Wireframe Parsing,etc.


An accurate and contrast invariant junction detector.
G-S. Xia, J. Delon, Y. Gousseau.
The 21th International Conference on Pattern Recognition (ICPR): Tsukuba, Japan, 2012.
[paper]

Accurate junction detection and characterization in natural images.
G.-S. Xia, J. Delon, Y. Gousseau.
International Journal of Computer Vision (IJCV), Vol.106, No.1, pp.31-56, 2014.
[paper][Code]

Anisotropic-scale junction detection and matching for indoor images.
N. Xue, G.-S. Xia, X. Bai, L. Zhang, W. Shen.
IEEE Trans. on Image Processing, Vol.27, No.1, pp.78-91, 2018.
[paper] [Code]

Learning Attraction Field Representation for Robust Line Segment Detection.
N. Xue, S. Bai, F.-D. Wang, G.-S. Xia, T. Wu, L. Zhang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper]

Learning Regional Attraction for Line Segment Detection.
N. Xue, S. Bai, F.-D. Wang, G.-S. Xia, T. Wu, L. Zhang, P.H.S. Torr.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press, 2020.
[paper] [Project Page]

Holistically-Attracted Wireframe Parsing.
N. Xue, T. Wu, S. Bai, F.-D. Wang, G.-S. Xia, L. Zhang, P.H.S Torr.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[paper]