Image analysis of grains from a falling stream

被引:19
|
作者
Wang, Weixing [1 ]
机构
[1] Henan Polytech Univ, Sch Comp Sci & Technol, Zhengzhou 454000, Henan, Peoples R China
关键词
grains; falling stream; image segmentation; on-line system; De-blur;
D O I
10.1109/ICIG.2007.185
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As a engineering requirements we initiated a study using an on-line computer system to analyse grains in a gravitational now, i.e. a falling stream of particles. Compared with images from a moving conveyor belt, in gravity flow both grains and background appears more and less afflicted by overlaps. This, apart from alleviating the problems of overlapping, implies that the size and shape of grains can be measured more accurately, but one problem is how to resolve blurring. To improve the machine efficiency of the particle detection and classification system, the samples must be examined dynamically. The dynamic detection leads to an unavoidable result of image motion blur, which greatly degrades the quality of the image. So we build up the mathematics model of motion-blurred image, estimating Point Spread Function, introduce a high speed and efficient way to solute this problem and restore the blurred image.
引用
收藏
页码:363 / 367
页数:5
相关论文
共 50 条
  • [1] Erosion of single grains in the falling two-phase stream
    Gajewski, W.
    Zbron´ski, D.
    Otwinowski, H.
    Powder Handling and Processing, 2003, 15 (01): : 26 - 29
  • [2] Continuous measurement of aggregate size and shape by image analysis of a falling stream
    Wang, W. X.
    Li, Lei
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 5093 - +
  • [3] Characterizing bubble penetration from a falling stream
    Out, L
    Timmons, MB
    Vinci, BJ
    AQUACULTURAL ENGINEERING, 2001, 24 (04) : 279 - 287
  • [4] On the analysis of a coarse particle free falling material stream
    Esmaili, A. A.
    Donohue, T. J.
    Wheeler, C. A.
    McBride, W. M.
    Roberts, A. W.
    INTERNATIONAL JOURNAL OF MINERAL PROCESSING, 2015, 142 : 82 - 90
  • [5] UNBIASED SAMPLING FROM A FALLING STREAM OF PARTICULATE MATERIAL
    GY, P
    MARIN, L
    INTERNATIONAL JOURNAL OF MINERAL PROCESSING, 1978, 5 (03) : 297 - 315
  • [6] Image analysis of the shape of granulated powder grains
    Almeida-Prieto, S
    Blanco-Méndez, J
    Otero-Espinar, FJ
    JOURNAL OF PHARMACEUTICAL SCIENCES, 2004, 93 (03) : 621 - 634
  • [7] Evaluation of condensation phenomena on grains by image analysis
    Atungulu, G.
    Nishiyama, Y.
    Koide, S.
    International Agricultural Engineering Journal, 2003, 12 (1-2): : 65 - 78
  • [9] Morphological analysis of mineral grains from different sedimentary environments using automated static image analysis
    Gresina, Fruzsina
    Farkas, Beata
    Fabian, Szabolcs akos
    Szalai, Zoltan
    Varga, Gyorgy
    SEDIMENTARY GEOLOGY, 2023, 455
  • [10] A MATHEMATICAL-ANALYSIS OF PNEUMATIC DRYING OF GRAINS .2. FALLING RATE DRYING
    MATSUMOTO, S
    PEI, DCT
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 1984, 27 (06) : 851 - 855