Laser & Optoelectronics Progress, Volume. 52, Issue 3, 31501(2015)

Wood Knot Defects Recognition with Gray-Scale Histogram Features

Song Xiaoyan1、*, Bai Fuzhong1, Wu Jianxin1, Chen Xiaodong2, and Zhang Tieying1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(17)

    [1] [1] M Budakci, H Cinar. Colour effects of stains on wood with knots, cracks and rots[J]. Progress in Organic Coatings, 2004, 51(1): 1-5.

    [2] [2] Huang Suyong, Wang Jianhe, Lü Jianxiong, et al.. Review of overall research on knots[J]. China Forest Products Industry, 2011, 38(5): 3-7.

    [3] [3] Han Yujie, Zhu Guoxi, Tanaka C. Method of on-line detecting wood surface defects by laser[J]. China Wood Industry, 2002, 16(3): 28-30.

    [4] [4] R W Rice, P H Steele, L Kumar. Detecting knots and voids in lumber with dielectric sensors[J]. Industrial Metrology, 1992, 2(3-4): 309-315.

    [5] [5] Yang Zhong, Chen Ling, Fu Yuejin, et al.. Rapid detection of knot defect in wood surface by near infrared spectroscopy coupled with SIMCA pattern recognition[J]. Journal of Northeast Forestry University, 2012, 40(8): 70-72.

    [6] [6] E Baradit, R Aedo, J Correa. Knots detection in wood using microwaves[J]. Wood Sci Technol, 2006, 40(2): 118-123.

    [7] [7] Gong Fang, Zhang Xuewu, Sun Hao. Detection system for module surface defects based on constrained ICA model and PSO method[J]. Acta Optica Sinica, 2012, 32(4): 0415002.

    [8] [8] Xiang Shoubing, Su Guangda, Chen Jiansheng, et al.. Brick stack anomaly detection and recognition based on machine vision[J]. Acta Optica Sinica, 2011, 31(7): 0715002.

    [10] [10] Zhang Xuewu, Ding Yanqiong, Yan Ping. Vision inspection of metal surface defects based on infrared imaging[J]. Acta Optica Sinica, 2011, 31(3): 0312004.

    [11] [11] Y Liu, F H Yu. Automatic inspection system of surface defects on optical IR-CUT filter based on machine vision[J]. Optics and Lasers in Engineering, 2014, 55: 243-257.

    [12] [12] F Kurtulmus, T C Ulu. Detection of dead entomopathogenic nematodes in microscope images using computer vision[J]. Biosystems Engineering, 2014, 118:29-38.

    [13] [13] Wang Keqi. The Detection Technique of Wood Surface Defects Based on Pattern Recognition Method[M]. Beijing: Science Publishing House Press, 2011.

    [14] [14] Bai Fuzhong, Wang Jianxin, Yang Huizhen, et al.. Foundation of Vision Measurement Technology[M]. Beijing: Publishing House of Electronics Industry, 2013. 98-102.

    [15] [15] M Fazal, B Baharum. Analysis of distance metrics in content-based image retrieval using statistical quantized histogram texture features in the DCT domain[J]. Journal of King Saud University-Computer and Information ciences, 2013, 25(2): 207-218.

    [16] [16] M A Patricio, D Maravalld. A novel generalization of the gray-scale histogram and its application to the automated visual measurement and inspection of wooden pallets[J]. Image and Vision Computing, 2007, 25(6): 805-816.

    [17] [17] Wang Qingfu, Xu Xiaonan, Li Xintian, et al.. The feature extraction of underwater acoustic target based on EMD[J]. Acoustics and Electronics Engineering, 2009, 94(2): 1-4.

    CLP Journals

    [1] Tang Biao, Jin Wei, Li Gang, Yin Caoqian. The cloud retrieval of combining sparse representation with subspace projection[J]. Opto-Electronic Engineering, 2019, 46(10): 180627

    [2] Zhou Zhu, Yin Jianxin, Zhou Suyin, Fang Yiming. Knot Defection on Coniferous Wood Surface by Near Infrared Spectroscopy and Successive Projections Algorithm[J]. Laser & Optoelectronics Progress, 2017, 54(2): 23001

    [3] Lu Shengfang. Automatic Inspection of Bolt Missing at the Bottom of Multiple Unit Trains Under Complex Environment[J]. Laser & Optoelectronics Progress, 2017, 54(11): 111501

    Tools

    Get Citation

    Copy Citation Text

    Song Xiaoyan, Bai Fuzhong, Wu Jianxin, Chen Xiaodong, Zhang Tieying. Wood Knot Defects Recognition with Gray-Scale Histogram Features[J]. Laser & Optoelectronics Progress, 2015, 52(3): 31501

    Download Citation

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

    Category: Machine Vision

    Received: Sep. 19, 2014

    Accepted: --

    Published Online: Feb. 5, 2015

    The Author Email: Xiaoyan Song (songxylove1989@163.com)

    DOI:10.3788/lop52.031501

    Topics