Page 285 - Handbook of Deep Learning in Biomedical Engineering Techniques and Applications

276 Chapter 10 Deep neural network in medical image processing

Figure 10.1 Color image, grayscale image, and binary image.

Figure 10.2 Digital representation of an image.

across a volume (tomographic or multislice two-dimensional
imagery), a collection of data from a scale (scale or three-
dimensional imagery), or a multiple acquisition of the very
same tomographic image. Image formats are standardized way
of storing digital images. Image formats store data in two basic
types: uncompressed/raw (which typically uses more storage
space) and compressed formats (which use various algorithms
[lossy or lossless] to significantly compress the data to be stored