Digital Image Processing Flashcards
What is digital image processing.
Digital image processing is the manipulation of an image to enhance it or extract useful information from it.
What is a digital image?
A matrix of pixels. each pixel is represented by a numerical value
What is a pixel in the context of digital images?
A pixel (short for “picture element”) is the smallest unit of a digital image, forming part of the digital image matrix. Pixels are arranged in rows and columns to create the grid of an image. The arrangement and size of the pixels determine the image resolution and quality; smaller, more densely packed pixels result in higher resolution and sharper image quality
How is the pixel value significant in digital images?
- The pixel value is a numerical representation of the brightness or color of a pixel, which defines what will appear when the image is displayed.
- These values are critical for visualising contrast and fine details in digital images.
Define pixel bit depth.
Pixel bit depth refers to the number of bits available to represent each pixel, determining the number of different values (brightness levels or shades of grey) a pixel can have.
Describe the significance of bit depth in digital displays.
Higher bit depths, better representation of brightness or colour variations per pixel, enhancing image quality with more shades and details
What is a computer language?
Bit
Pre-processing?
Pre-Processing:
- Operations applied to raw data before the image is formed.
- Purpose: To correct or improve raw data quality for accurate image reconstruction.
-Examples:
Noise reduction.
Beam hardening correction.
Detector calibration.
Post - Processing?
Post-Processing:
- Operations applied to enhance or adjust an already reconstructed image for better visualisation or interpretation.
- Purpose: To improve diagnostic utility of the image.
- Examples:
Contrast adjustments.
Image sharpening or smoothing.
Multi-planar reformatting (MPR).
3D rendering.
List the categories of image post-processing techniques used in CR and DR?
- grey scale procesing
- spatial filtering
- dynamic range control
List the categories of image post-processing techniques used in CT?
- image plane reformating
- windowing
- Region of interest
- 3D volume rendoring
- Multi-planar reformats (MPR)
-Maximum Intesity Projection (MIP)
List the categories of image post-processing techniques used in fluoroscopy?
- Digital subtraction angiography
- Subtraction of images out of a sequence
- greyscale processing
- temporal frame averaging
- edge enhancement
- pixel shifting
What are the 2 types of grey scale processing?
- LUT
- Windowing
what is a look up table and how does it work?
- A Look-Up Table (LUT) is a set of pre-calculated pixel value data (mappings) stored in the computer, used to substitute the original pixel values of an image to modify its display properties.
- LUTs are commonly used to adjust brightness and contrast efficiently without altering the raw data of the image.
- Instead, they modify how the image is displayed to enhance contrast and make fine details more visible.
What is an exposure index?
- measure of the amount of exposure that reaches the detector