TY - JOUR

T1 - An image processing technique for high-speed measurement of particle-size distributions

AU - Deguchi, K.

PY - 1986/1/1

Y1 - 1986/1/1

N2 - This paper describes an image processing technique for the high-speed measurement of particle-size distributions. When an image of many small particles distributed on a plane is given, it is not difficult to determine the size of each particle by measuring the area of the particle region. However, since we have usually a large number of particles on an image, this conventional technique requires considerable processing time. When real-time processing is essential, a new high-speed processing technique must be developed. The technique proposed in this paper is one based on sampling. We use a number of parallel lines to obtain a distribution of 'run-length'. By employing a TV camera for image pick-up, we can use its scanning lines as the sampling line. When a scanning line moves across a particle region, a run-length is obtained. After the scanning of one image frame, we obtain a distribution of run-lengths for the image frame. Next, the run-length distribution is converted to the particle size distribution. If each particle region is a circle, this conversion can be done by solving a simple linear equation. This calculation can be performed in real-time processing even with a microcomputer. Theoretically, this conversion becomes unstable if we select the size resolution too small. Then some considerations for stable and high-speed calculation have been discussed for practical applications.

AB - This paper describes an image processing technique for the high-speed measurement of particle-size distributions. When an image of many small particles distributed on a plane is given, it is not difficult to determine the size of each particle by measuring the area of the particle region. However, since we have usually a large number of particles on an image, this conventional technique requires considerable processing time. When real-time processing is essential, a new high-speed processing technique must be developed. The technique proposed in this paper is one based on sampling. We use a number of parallel lines to obtain a distribution of 'run-length'. By employing a TV camera for image pick-up, we can use its scanning lines as the sampling line. When a scanning line moves across a particle region, a run-length is obtained. After the scanning of one image frame, we obtain a distribution of run-lengths for the image frame. Next, the run-length distribution is converted to the particle size distribution. If each particle region is a circle, this conversion can be done by solving a simple linear equation. This calculation can be performed in real-time processing even with a microcomputer. Theoretically, this conversion becomes unstable if we select the size resolution too small. Then some considerations for stable and high-speed calculation have been discussed for practical applications.

KW - Image processing

KW - particle-size distribution

KW - stereology

UR - http://www.scopus.com/inward/record.url?scp=0345353617&partnerID=8YFLogxK

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U2 - 10.1016/0263-2241(86)90003-5

DO - 10.1016/0263-2241(86)90003-5

M3 - Article

AN - SCOPUS:0345353617

SN - 0263-2241

VL - 4

SP - 128

EP - 133

JO - Measurement: Journal of the International Measurement Confederation

JF - Measurement: Journal of the International Measurement Confederation

IS - 4

ER -