Structured Image Analysis

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

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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]

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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]

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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]

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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]

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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]

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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]