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TECHNO BYTES Q & A What do 8-bit and 12-bit grayscale mean and which should I use when scanning? Demetrios J. Halazonetis Athens, Greece G rayscale images have pixels that range from black to white, going through a number of intensity steps in between. Most images allow 256 different intensity levels, a number that arises from the 256 different values that a byte can take. Because a byte is composed of 8 bits, such images are known as 8-bit grayscale images. Some high-end scanners can scan with a finer intensity scale. They use 12 or 16 bits to represent the intensity values of the image, making it possible to register 4096 or 65,536 different gray levels. The number of bits used for intensity values is known as the bit depth. Although a high bit depth seems a preferred option, in practice, the benefits are limited. Here are some points to keep in mind about 12-bit or 16-bit images: They will take up more space. They can be saved in limited file formats. Not all imaging software can work with 12-bit or 16-bit pictures. Even if they can, their functionality might be reduced. Not all cephalometric software can work with 12-bit or 16-bit images. You might have to reduce the image to 8 bits before digitizing. You will see no difference on your computer screen, because computer monitors are set up to show only up to 256 shades of gray. Even if the monitor could show you more (this is possible by using some fancy programming tricks), the human eye cannot discern so many. You will not see the dark areas of the image better. The main problem in scanning radiographs is to discern detail in the dark areas (eg, under the chin around the hyoid bone and neck). This problem will not be solved by increasing the bit depth because the limitation is based on the optical density of the scanner and the electronics. So what good is higher bit depth? If you are not going to manipulate the image severely, then scanning at 16-bits is not recommended. On the other hand, if you need to change contrast and brightness to a rather extreme extent, it is best to work with high bit-depth images and convert at the end. To gain a personal feeling on what “extreme” is, I spent a whole afternoon scanning radiographs and changing them in Photoshop to see whether differences were appreciable. I managed to construct an example that demonstrates a worthwhile advantage of 16-bit scanning. Figure 1 shows an initial scanned image, after applying a gamma of 0.5 to make it even darker, and then applying a gamma of 6 to make it lighter; A is the 8-bit scan, and B is the 16-bit scan. Notice the posterization of the 8-bit image and the complete loss of the lower mandibular border and mandibular canal. A comparison of the histograms of the final images is even more impressive. The histogram in Figure 2, A shows that the 8-bit image has been completely de- pleted of gray levels in the dark range, showing large gaps, whereas the 16-bit image histogram (Fig 2, B) is continuous. Images derived from drum scanners that achieve high optical densities and images from medical digital equipment (eg, CT scans) might need more than 8 bits to represent the wide range of intensities that are registered. In such cases, the user can select a subset of the total intensity range. Figure 3, A shows a CT-scan image (http://www.barre.nom.fr/medical/index.html) and its histogram. The image is 16-bit, but the useful range extends across only 1900 different intensity levels of the possible 65,536. The histogram (Fig 3, B) shows the useful part of the intensity range. Note the 3 distinct parts of the histogram: extreme left, center, and right. Assistant professor, Orthodontic Department, University of Athens Dental School, Athens, Greece. Reprint requests to: D. Halazonetis, 6 Menandrou St, Kifissia 145 61, Greece; e-mail, [email protected]. Submitted and accepted, July 2004. Am J Orthod Dentofacial Orthop 2005;127:387-8 0889-5406/$30.00 Copyright © 2005 by the American Association of Orthodontists. doi:10.1016/j.ajodo.2004.07.025 387

What do 8-bit and 12-bit grayscale mean and which should I use when scanning?

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Page 1: What do 8-bit and 12-bit grayscale mean and which should I use when scanning?

TECHNO BYTES Q & A

What do 8-bit and 12-bit grayscale mean andwhich should I use when scanning?Demetrios J. Halazonetis

Athens, Greece

Grayscale images have pixels that range fromblack to white, going through a number ofintensity steps in between. Most images allow

256 different intensity levels, a number that arises fromthe 256 different values that a byte can take. Because abyte is composed of 8 bits, such images are known as8-bit grayscale images. Some high-end scanners canscan with a finer intensity scale. They use 12 or 16 bitsto represent the intensity values of the image, making itpossible to register 4096 or 65,536 different gray levels.The number of bits used for intensity values is knownas the bit depth. Although a high bit depth seems apreferred option, in practice, the benefits are limited.Here are some points to keep in mind about 12-bit or16-bit images:

● They will take up more space.● They can be saved in limited file formats.● Not all imaging software can work with 12-bit or

16-bit pictures. Even if they can, their functionalitymight be reduced.

● Not all cephalometric software can work with 12-bitor 16-bit images. You might have to reduce theimage to 8 bits before digitizing.

● You will see no difference on your computer screen,because computer monitors are set up to show onlyup to 256 shades of gray. Even if the monitor couldshow you more (this is possible by using some fancyprogramming tricks), the human eye cannot discernso many.

● You will not see the dark areas of the image better.The main problem in scanning radiographs is todiscern detail in the dark areas (eg, under the chinaround the hyoid bone and neck). This problem will

Assistant professor, Orthodontic Department, University of Athens DentalSchool, Athens, Greece.Reprint requests to: D. Halazonetis, 6 Menandrou St, Kifissia 145 61, Greece;e-mail, [email protected] and accepted, July 2004.Am J Orthod Dentofacial Orthop 2005;127:387-80889-5406/$30.00Copyright © 2005 by the American Association of Orthodontists.

doi:10.1016/j.ajodo.2004.07.025

not be solved by increasing the bit depth because thelimitation is based on the optical density of thescanner and the electronics.

So what good is higher bit depth? If you are notgoing to manipulate the image severely, then scanningat 16-bits is not recommended. On the other hand, ifyou need to change contrast and brightness to a ratherextreme extent, it is best to work with high bit-depthimages and convert at the end. To gain a personalfeeling on what “extreme” is, I spent a whole afternoonscanning radiographs and changing them in Photoshopto see whether differences were appreciable. I managedto construct an example that demonstrates a worthwhileadvantage of 16-bit scanning. Figure 1 shows an initialscanned image, after applying a gamma of 0.5 to makeit even darker, and then applying a gamma of 6 to makeit lighter; A is the 8-bit scan, and B is the 16-bit scan.Notice the posterization of the 8-bit image and thecomplete loss of the lower mandibular border andmandibular canal.

A comparison of the histograms of the final imagesis even more impressive. The histogram in Figure 2, Ashows that the 8-bit image has been completely de-pleted of gray levels in the dark range, showing largegaps, whereas the 16-bit image histogram (Fig 2, B) iscontinuous.

Images derived from drum scanners that achievehigh optical densities and images from medical digitalequipment (eg, CT scans) might need more than 8 bitsto represent the wide range of intensities that areregistered. In such cases, the user can select a subset ofthe total intensity range. Figure 3, A shows a CT-scanimage (http://www.barre.nom.fr/medical/index.html)and its histogram. The image is 16-bit, but the usefulrange extends across only 1900 different intensitylevels of the possible 65,536. The histogram (Fig 3, B)shows the useful part of the intensity range. Note the 3distinct parts of the histogram: extreme left, center, and

right.

387

Page 2: What do 8-bit and 12-bit grayscale mean and which should I use when scanning?

treated as above. Note detail in lower mandibular border and mandibular canal.

American Journal of Orthodontics and Dentofacial OrthopedicsMarch 2005

388 Techno bytes Q & A

Fig 2. Histograms of final images in Figure 1.

Fig 3. CT-scan image (http://www.barre.nom.fr/medical/

index.html).

Fig 4. Histogram of image in Figure 3 and subimages extracted from each

Fig 1. A, 8-bit scan showing (left to right) initial scanned image, after applying gamma of 0.5 tomake it darker, and then applying gamma of 6 to make it lighter. Notice posterization. B, 16-bit scan,

of 3 intensity ranges. Histogram extends over 1900 intensity levels.