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Image analysis systems calculate various particle size and shape parameters from a 2D image

Describing a 3D particle is often a more complex matter than it first appears.For simplicity it is convenient to describe particle size as one single number. However, unless the particle is a perfect sphere (which is rare in ‘real-world’ samples) there are many ways to describe the size of a particle.

Image analysis systems capture a 2-dimensional image of the 3D particle and calculate various particle size and particle shape parameters from this 2D image. Calculating size and shape parameters like the ones shown in the list below allow even the most subtle differences to be identified and quantified.

Parameter

Example value

Definition

CE diameter (µm)

904.14

The diameter of a circle with the same area as the particle

Length (µm)

1306.35

All possible lines from one point of the perimeter to another point on the perimeter are projected on the major axis (axis of minimum rotational energy). The maximum length of these projections is the length of the object. All possible lines from one point of the perimeter to another point on the perimeter are projected on the minor axis. The maximum length of these projections is the width of the object.

Width (µm)

678.54

Largest distance between any two pixels in particle

Max. Distance (µm)

1318.07

Actual perimeter of particle

Perimeter (µm)

3619.42

Axis of minimum rotational energy

Major axisº

105.52

Actual area of particle in sq. microns

Area (µm2)

371550.78

Number of pixels in particle

Area (pixels)

215018

Circumference of equivalent area circle divided by the actual perimeter of the particle

Circularity

0.785

= 2 x square root (π Area)/Perimeter

HS Circularity

0.616

High sensitivity circularity (circularity squared) =4 πArea/perimeter2

Convexity

0.919

Convex hull perimeter divided by actual particle perimeter

Solidity

0.905

Actual particle area divided by convex hull area

Aspect ratio

0.519

Width divided by length

Elongation

0.481

1 - aspect ratio

Intensity mean

61.310

Average of all the greyscale values of every pixel in the particle

Intensity standard deviation

29.841

Standard deviation of all the greyscale values of every pixel in the particle

Centre x position (µm)

6898271.5

x co-ordinate of centre of mass of particle

Centre y position (µm)

1797186.3

y co-ordinate of centre of mass of particle

More information:

Image analysis systems from Malvern:

Malvern offers three image analysis systems. These image analysis systems have been developed specifically for routine and repeatable particle size and particle shape analysis. The choice of instruments depends upon the nature of the application and sample form:

Morphologi G3 - High sensitivity particle analyzer The Morphologi G3 is based on automated microscopy and enables characterization of particle size, particle shape and particle count in wet and dry materials in the range 0.5µm to 3000µm.

Sysmex FPIA-3000 - for wet samples (suspensions and emulsions). The Sysmex FPIA-3000 is based upon flow cytometry and enables characterization of particle size and particle shape of wet materials in the range 0.8µm to 300µm.

Sysmex FPIA-3000 - for wet samples (suspensions and emulsions). The Sysmex FPIA-3000 is based upon flow cytometry and enables characterization of particle size and particle shape of wet materials in the range 0.8µm to 300µm.

 
 
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Instruments for this measurement type