SLAS

Digital imaging

From LabAutopedia

Jump to: navigation, search

Digital images are electronic snapshots taken of a scene or scanned from documents, such as photographs, manuscripts, printed texts, and artwork. The digital image is sampled and mapped as a grid of dots or picture elements (pixels). Each pixel is assigned a tonal value (black, white, shades of gray or color), which is represented in binary code (zeros and ones). The binary digits ("bits") for each pixel are stored in a sequence by a computer and often reduced to a mathematical representation (compressed). The bits can then be interpreted and read by the computer to produce an analog version for printing, or subjected to image analysis to extract further information.  When image acquisition and analysis are done in real time to provide decision-making data for an electromechanical system, we refer to the process as machine vision

Contents

Image capture

Detailed article:Image capture

Digital image capture (digitization) is the process of creating a digital image file directly using a camera or scanner. An original image can also be digitized indirectly via an analogue intermediary such as a photograph.  The digitization process requires both hardware and software. The choice of hardware will be primarily dependent on the nature of the source image and the intended quality of capture.  Components required for image capture include:

  • A digital or analog camera (black-and-white or color) with suitable optics for acquiring images
  • Camera interface for digitizing images (widely known as a frame grabber)
  • A digital signal processor (DSP), often a PC or embedded processor.
    • (Often all of the above are combined within a single device, sometimes called a smart camera).
  • Suitable light source(s) (ambient light, LED illuminators, fluorescent or halogen lamps etc.)
  • Input/Output hardware or communication links (e.g. firewire, network connection or RS-232)

Image files

Detailed article:Image files

Digital image file formats are standardized means of organizing and storing images. Image files are composed of either pixel or vector (geometric) data that are rasterized to pixels when displayed. The pixels that compose an image are ordered as a grid (columns and rows); each pixel consists of numbers representing magnitudes of brightness and colour.  There are five main types of image files; JPG, GIF, TIFF, PNG, BMP, plus many others.  Part of the reason for the plethora of file types is the need for compression.  Image files can be quite large, and larger file types mean more disk usage and slower downloads. Compression is a term used to describe ways of cutting the size of the file.  Another reason for the many file types is that images differ in the number of colors they contain. If an image has few colors, a file type can be designed to exploit this as a way of reducing file size.

Image analysis

Detailed article:Image analysis

Image analysis is the extraction of meaningful information from images; mainly from digital images by means of digital image processing techniques.  The classical problem in computer vision, image processing and machine vision is that of determining whether or not the image data contains some specific object, feature, or activity. This task can normally be solved robustly and without effort by a human, but is still not satisfactorily solved in computer vision for the general case: arbitrary objects in arbitrary situations.

Digital Imaging Applicatons

Detailed article:Digital Imaging Applications

There are many types of applications of digital imaging in laboratory automation. Automatic Identification, Machine vision and guidance, Error detection and Assay detection technologies to name just a few.

Related articles


Category Automated_Imaging not found


External links

Online machine vision glossary repositories:

General resources

Computer vision laboratories

Tutorials

Papers

References

Click [+] for other articles on 
Digital imaging(1 C, 8 P)
The Market Place for Lab Automation & Screening  Imaging Systems Imaging Software
Click [+] for other articles on  The Market Place for Lab Automation & Screening  Analytical Equipment, Measuring, Testing Detection Devices