What is automated image processing?

Automated image processing is a method that can be processed using pre -written computer algorithms. Types of manipulations that can be achieved using automated image processing include image segmentation, image filtering, and image editing. Since the images are easier to collect with digital photography technology and data -based data collection, automated processing and development of tools for image pace technological growth associated with image accumulation. Automated image processing is often associated with machine learning because computers are "taught" to search for certain images and processing functions according to the written program. Since scientific data is often collected in a form of images, automated image processing is a necessary method that scientists are able to quickly process a large amount of data.

4 Medium User canUse image processing to filter a set of images such as digital photos - for example, to convert color digital images into a set of black and white images. More advanced users or those who are interested in automated image analysis image processing can use techniques that create automatic workflow for segments, count artifacts of images, or edit the histogram.

Scientific data collection is largely based on the ability to perform quantitative evaluation from data sources that are often analogue in nature, subjective or easier to measure in qualitative measurements. Picture processing algorithms allow scientists to quantify and compare images directly. Automated image processing increases the number of images that the scientist can adequately process because the computer is able to process images rather than editing scientists or receiving data from images manually.

restriction of automated image processing involves inability to take into accountVariants of image or remote values ​​and the fact that computers are unable to process images and provide subjective criticism of the final product. Many images editors are interested in creating quality images with filter effects or removing unwanted information in the figure. For most users, automatic image processing of image processing means to make one type of change again and reconnected, allowing the computer to control the workflow. However, computers are unable to make decisions about what is searched and what is not, or whna "looks good."