Journals Articles Conferences News About CLP
Submit a paper Email Alert
Search
Search
Articles
Journals
News
Advanced Search
Top Searches
2D MaterialsTransformation opticsQuantum PhotonicsSmall lasersSemiconductor UV PhotonicsSupersymmetric microring laser arrays

Laser & Optoelectronics Progress, Volume. 56, Issue 11, 111002(2019)

Nonlinear-Diffusion-Filtering-Based Feature Detection Algorithm

Fangbin Wang1,2、*, Zhutao Chu1,2、**, Darong Zhu1,2, Tao Liu1,2, Fan Sun1,2, and Kangkang Feng1,2
Author Affiliations
  • 1 School of Mechanical and Electrical Engineering, Anhui Jianzhu University, Hefei, Anhui 230601, China
  • 2 Key Laboratory of Construction Machinery Fault Diagnosis and Early Warning Technology, Anhui Jianzhu University, Hefei, Anhui 230601, China
    • show less
    AbstractGet PDF(in Chinese)
    Figures&Tables (4)
    Equations (0)
    References (58)
    Cited By (1)
    Tools
    Paper Information
    Topics
    Figures & Tables(4)
    Feature detection of 5 algorithms for simulated point and line images. (a)(b) Proposed algorithm; (c)(d) AKAZE; (e)(f) KAZE; (g)(h) SIFT; (i)(j) SURF

    Fig. 1. Feature detection of 5 algorithms for simulated point and line images. (a)(b) Proposed algorithm; (c)(d) AKAZE; (e)(f) KAZE; (g)(h) SIFT; (i)(j) SURF

    Download full size
    Feature detection of 6th image in Boat. (a) Proposed algorithm; (b) AKAZE; (c) KAZE; (d) SIFT; (e) SURF

    Fig. 2. Feature detection of 6th image in Boat. (a) Proposed algorithm; (b) AKAZE; (c) KAZE; (d) SIFT; (e) SURF

    Download full size
    Feature detection of polarization images. (a)(f)(k) Proposed algorithm; (b)(g)(l) AKAZE; (c)(h)(m) KAZE; (d)(i)(n) SIFT; (e)(j)(o) SURF

    Fig. 3. Feature detection of polarization images. (a)(f)(k) Proposed algorithm; (b)(g)(l) AKAZE; (c)(h)(m) KAZE; (d)(i)(n) SIFT; (e)(j)(o) SURF

    Download full size

    • Table 1. Feature detection and matching by 5 algorithms under different polarization azimuthal angles

      View table

      Table 1. Feature detection and matching by 5 algorithms under different polarization azimuthal angles

      SceneAlgorithm0°-45°0°-90°
      TotalCorrectionnumberCorrectionrate/%TotalCorrectionnumberCorrectionrate /%
      Building imageProposed4520335974.3144520345276.372
      AKAZE1707137680.6091707142983.714
      KAZE2016153376.0412016161380.001
      SIFT2146141966.1232146135663.187
      SURF5191261950.4525191296657.137
      Fog imageProposed113774665.611113778769.217
      AKAZE3266.66633100.000
      KAZE4375.00044100.00
      SIFT312064.516312064.516
      SURF54831357.11754832759.671
      Snow imageProposed5908501684.9025908504485.375
      AKAZE26822684.32826822784.701
      KAZE29726990.57229725485.522
      SIFT1939144874.6771939146075.296
      SURF3905274370.2433905272769.833
    Tools

    Get Citation

    Copy Citation Text

    Fangbin Wang, Zhutao Chu, Darong Zhu, Tao Liu, Fan Sun, Kangkang Feng. Nonlinear-Diffusion-Filtering-Based Feature Detection Algorithm[J]. Laser & Optoelectronics Progress, 2019, 56(11): 111002

    Download Citation

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

    Category: Image Processing

    Received: Nov. 7, 2018

    Accepted: Dec. 25, 2018

    Published Online: Jun. 13, 2019

    The Author Email: Fangbin Wang (wangfb@ahjzu.edu.cn), Zhutao Chu (zhutaochu@ahjzu.edu.cn)

    DOI:10.3788/LOP56.111002

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology