Geometric Distortion in Remote Sensing Images
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Questions and Answers

What is the leading cause of geometric distortion in vertical aerial photography?

  • Curvature and rotation of the Earth
  • Relief displacement (correct)
  • Perspective of the sensor optics
  • Motion of the scanning system

Why are objects directly below the center of the camera lens affected in aerial photography?

  • Due to the curvature and rotation of the Earth
  • Because they lean away from the center of the photo (correct)
  • Because their tops are visible
  • Due to platform altitude

What role does terrain relief play in causing geometric distortion?

  • It influences the motion of the scanning system
  • It contributes to geometric distortion (correct)
  • It causes objects to lean towards the center of the photo
  • It affects platform altitude

In aerial photography, why are objects at the nadir position only showing their tops?

<p>Due to relief displacement (C)</p> Signup and view all the answers

Which factor influences objects appearing to lean away from the center of an aerial photograph?

<p>Terrain relief (B)</p> Signup and view all the answers

How do framing systems like cameras used for aerial photography capture images?

<p>By producing 'snapshot' views from directly overhead (A)</p> Signup and view all the answers

What type of distortion results in the compression of image features at points away from the nadir?

<p>Tangential Scale Distortion (C)</p> Signup and view all the answers

Which scanning system distortion causes the sweep of scanning systems to cover an area slightly to the west of each previous scan?

<p>Skew Distortion (A)</p> Signup and view all the answers

Which platform type helps alleviate geometric distortions by providing relatively stable orbits?

<p>Satellite platforms (C)</p> Signup and view all the answers

Which factor influences geometric distortions caused by variations in platform stability?

<p>Changes in speed, altitude, and attitude (B)</p> Signup and view all the answers

What causes imagery obtained from satellite multispectral scanners to exhibit skew distortion?

<p>Eastward rotation of the Earth during a satellite orbit (C)</p> Signup and view all the answers

How are geometric distortions and positional errors affected by the distance of objects from the center of a photo?

<p>They increase (C)</p> Signup and view all the answers

What is the primary purpose of geometric correction in digital images?

<p>To compensate for distortions introduced by various factors (C)</p> Signup and view all the answers

Why are raw digital images usually not suitable for direct use as a map base?

<p>Because they contain significant geometric distortions (A)</p> Signup and view all the answers

Which of the following is NOT a source of geometric distortions in digital images?

<p>Sensor resolution (B)</p> Signup and view all the answers

What is the role of image data providers in the context of geometric correction?

<p>They automatically perform all necessary corrections (C)</p> Signup and view all the answers

How are systematic distortions typically corrected in digital images?

<p>By applying mathematical formulas derived from modeling the sources of distortions (B)</p> Signup and view all the answers

What is the key consideration before attempting to make measurements or extract further information from digital images?

<p>The necessity of considering and addressing errors in the images (B)</p> Signup and view all the answers

What is the purpose of least-squares regression analysis in the context of the given text?

<p>To determine coefficients for transformation functions. (C)</p> Signup and view all the answers

Which equations are used to interrelate geometrically correct (map) coordinates and distorted-image coordinates?

<p>$x = f1 (X,Y) y = f2 (X,Y)$ (B)</p> Signup and view all the answers

How are the distorted-image coordinates of any map position estimated?

<p>By determining coefficients for transformation equations. (B)</p> Signup and view all the answers

What does the process of 'resampling' involve in the context of the text?

<p>Assigning intensity values based on transformed positions. (B)</p> Signup and view all the answers

What determines the intensity value or digital number assigned to a cell in the output matrix during resampling?

<p>The pixel values surrounding its transformed position. (D)</p> Signup and view all the answers

In general, why does a cell in the output matrix not directly overlay a pixel in the input matrix during resampling?

<p>To account for pixel values from surrounding positions. (B)</p> Signup and view all the answers

What is the purpose of image registration?

<p>To map one image onto another using a perfect transformation (C)</p> Signup and view all the answers

What is the role of feature detection in image registration?

<p>To extract key features and distinctive objects from images (B)</p> Signup and view all the answers

How do area-based methods differ from feature-based methods in feature matching?

<p>Feature-based methods estimate control points for perfect matches, while area-based methods match predefined size. (C)</p> Signup and view all the answers

What does the mapping function do in the image registration process?

<p>Reconstructs the sensed image (A)</p> Signup and view all the answers

In what manner is a sensed image typically registered in transformation and resampling?

<p>Forward transformation (B)</p> Signup and view all the answers

What is the main objective of comparing reference and sensed images with control points in image registration?

<p>To significantly influence the registration process (A)</p> Signup and view all the answers

Study Notes

  • Remote sensing images acquired from various platforms/sensors have inherent geometric distortions due to factors like sensor optics, platform motion, altitude, and Earth's curvature.
  • Aerial photography systems like cameras can cause relief displacement, where objects away from the camera's center appear distorted in vertical aerial photography.
  • Across-track scanning systems exhibit tangential scale distortion compressing features away from the nadir and skew distortion due to the eastward rotation of the Earth.
  • Geometric correction is essential to compensate for distortions in raw digital images caused by factors like platform variations, earth curvature, and atmospheric effects.
  • Systematic distortions are easily corrected using mathematical formulas and regression analysis to transform distorted-image coordinates into map coordinates.
  • Resampling is a process used to determine pixel values in the output matrix from the original image matrix during geometric correction.
  • Image registration involves mapping one image onto another using a perfect transformation, including feature detection, matching, designing mapping functions, and transformation/resampling processes.

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Description

Learn about the geometric distortions present in remote sensing images captured through satellite, aircraft, or other sensor platforms. Understand how these distortions affect the representation of Earth's surface in a two-dimensional image.

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