Image processing 1 Flashcards

1
Q

What is a digital image?

A

A number of discrete picture elements called pixels

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2
Q

Each pixel has a ….?

A

(Unique) Digital Number

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3
Q

What does a DN represent?

A

The radiance measured in that pixel in that spectral band

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4
Q

What are the ways to interpret an image?

A

Tone
Size
Shape
Pattern
Texture
Shadow

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5
Q

Combination of different colours provide….

A

Secondary or tertiary colours

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6
Q

What is a true colour composite?

A

When the image and the display band are both in the RGB wavelengths e.g Red is red, blue is blue

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7
Q

What is a false colour composite?

A

When the image and the display band are in different wavelengths
NIR in red, red in green and green in blue wavelengths

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8
Q

Why is red often used to display vegetation?

A

The human eye is more receptive to it

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9
Q

What is an image histogram?

A

A graphical representation of the number of pixels (frequency) in an image as a function of their brightness values (DN)

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10
Q

What would the pixel composition of a dark image be?

A

Lots of pixels have low reflectance

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11
Q

What would the pixel composition of a bright image be?

A

Lots of pixels have high reflectance

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12
Q

What would the pixel composition of a low contrast image be?

A

Lots of pixels concentrates in one small waveband area

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13
Q

What would the pixel composition of a high contrast image be?

A

Pixels are spread across lots of different wavelengths

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14
Q

How does image enhancement work?

A

Improve the way the image is displayed
Not changing the pixels themselves, just how they are displayed

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15
Q

What is contrast stretching?

A

When you expand the original input brightness to make it the same as the total dynamic range

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16
Q

What are the 3 types of image enhancement?

A

Linear
Histogram equalisation
Gaussian stretch

17
Q

Why do we need to pre-process?

A

To remove deficiencies in the data e.g. radiometric fidelity, atmospheric perturbation and geometric errors
When comparing images acquired at different dates or times
For deriving properties that can only be estimated by reflectance characteristics (quantitative analysis)

18
Q

What are the three main types of pre-processing?

A

Radiometric calibration
Atmospheric calibration
Geometric correction