Laser & Optoelectronics Progress, Volume. 56, Issue 21, 211002(2019)

Algorithm for Detecting Straight Line Segments in Color Images

Yuqing Liu*, Baojiang Zhong*, and Hangjia Zheng
Author Affiliations
  • College of Computer Science and Technology, Soochow University, Suzhou, Jiangsu 215000, China
  • show less
    Figures & Tables(6)
    Applications of straight line segment detection. (a) Remote sensing image analysis<sup>[<xref ref-type="bibr" rid="b13">13</xref>-<xref ref-type="bibr" rid="b15">15</xref>]</sup>; (b) image matching<sup>[<xref ref-type="bibr" rid="b16">16</xref>]</sup>; (c) vanishing point detection<sup>[<xref ref-type="bibr" rid="b17">17</xref>]</sup>; (d) object detection<sup>[<xref ref-type="bibr" rid="b18">18</
    Problem of direct straight line segment detection on gray-value images. (a) Test image; (b) detection result of CannyLines algorithm<sup>[<xref ref-type="bibr" rid="b20">20</xref>]</sup> (no straight line segment is detected); (c) detection result of proposed algorithm
    Flow chart of straight line segment detection algorithm for color images
    Detection results of different algorithms on the 25th image of York City Straight Line Database.(a) Image # P1020867 (640&#x000D7;480); (b) ground truth;(c) ours; (d) CannyLines<sup>[<xref ref-type="bibr" rid="b20">20</xref>]</sup>; (e) EDLines<sup>[<xref ref-type="bibr" rid="b6">6</xref>]</sup>; (f) ELSDc<sup>[<xref ref-type="bibr" rid="b22">22</xref>]</sup>; (g) Linelet<sup>[<xref ref-type="bibr" rid="b11">
    Detection results of different algorithms on the 42th image of the York City Straight Line Database. (a) Image # P1040814 (640&#x000D7;480); (b) ground truth; (c) ours; (d) CannyLines<sup>[<xref ref-type="bibr" rid="b20">20</xref>]</sup>; (e) EDLines<sup>[<xref ref-type="bibr" rid="b6">6</xref>]</sup>; (f) ELSDc<sup>[<xref ref-type="bibr" rid="b22">22</xref>]</sup>; (g) Linelet<sup>[<xref ref-type="bibr" rid="b1
    • Table 1. Objective evaluation results of different algorithms on YorkUrbanDB database

      View table

      Table 1. Objective evaluation results of different algorithms on YorkUrbanDB database

      AlgorithmPrecisionRecallIOUF-score
      Ours0.26870.45600.19970.3240
      LSD[10]0.22070.45360.17120.2843
      EDLines[6]0.20660.42790.15920.2668
      CannyLines[20]0.23070.47710.18180.2991
      MCMLSD[21]0.20700.61500.18060.2981
      ELSDc[22]0.20780.47890.16610.2775
      Linelet[11]0.20610.50630.16880.2810
      PPHT[3]0.04970.33430.04420.0823
    Tools

    Get Citation

    Copy Citation Text

    Yuqing Liu, Baojiang Zhong, Hangjia Zheng. Algorithm for Detecting Straight Line Segments in Color Images[J]. Laser & Optoelectronics Progress, 2019, 56(21): 211002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image Processing

    Received: Mar. 22, 2019

    Accepted: Apr. 30, 2019

    Published Online: Nov. 2, 2019

    The Author Email: Yuqing Liu (bjzhong@suda.edu.cn), Baojiang Zhong (bjzhong@suda.edu.cn)

    DOI:10.3788/LOP56.211002

    Topics