Real-time classification of polymers with NIR spectral imaging and blob analysis

被引:59
作者
Leitner, R [1 ]
Mairer, H [1 ]
Kercek, A [1 ]
机构
[1] Carinthian Tech Res AG, A-9524 Magdalen, Austria
关键词
D O I
10.1016/j.rti.2003.09.016
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Near-infrared (NIR) spectroscopy is widely used in laboratory and industrial applications for material classification. While standard spectrometers only allow measurement at one sampling point at a time, NIR Spectral Imaging techniques can identify, in real-time, both the size and shape of an object as well as the material it is made from. The robust classification of materials, such as polymers, is based on their characteristic reflectance spectra. As a sample application, we present the real-time classification of waste polymers in a prototype of an automated industrial sorting facility. Sorting requires the correct material, size and shape of the entire object to be known for reliable separation. In this paper, a method for paper label detection on polymer parts is introduced, aimed at enhancing the classification results by merging connected parts of an object. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:245 / 251
页数:7
相关论文
共 19 条
  • [1] Quality measurement of fruits and vegetables
    Abbott, JA
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 1999, 15 (03) : 207 - 225
  • [2] BEARMAN GH, 2000, SPECTRAL IMAGING INS
  • [3] BEARMANN GH, 2002, SPECTRAL IMAGING BAS
  • [4] BENNETT CL, 1993, P SOC PHOTO-OPT INS, V1937, P191, DOI 10.1117/12.157065
  • [5] Burns D. A., 2001, HDB NEAR INFRARED AN
  • [6] Imaging spectroscopy using tunable filters: A review
    Gat, N
    [J]. WAVELET APPLICATIONS VII, 2000, 4056 : 50 - 64
  • [7] GURSCHLER C, 2002, INT C OPTO ERF, P197
  • [8] Direct sight imaging spectrograph: a unique add-on component brings spectral imaging to industrial applications
    Hyvarinen, T
    Herrala, E
    Dall'Ava, A
    [J]. DIGITAL SOLID STATE CAMERAS: DESIGN AND APPLICATIONS, 1998, 3302 : 165 - 175
  • [9] HYVARINEN T, 1998, SPIE S EL IM, P3302
  • [10] On-line classification of synthetic polymers using near infrared spectral imaging
    Kulcke, A
    Gurschler, C
    Spöck, G
    Leitner, R
    Kraft, M
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2003, 11 (01) : 71 - 81