Improving Image Quality in Hand-held Ultrasound Devices with CNNs

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Questions and Answers

What method is suggested to improve the image standard in handheld ultrasound devices?

  • Fully-connected layer
  • Median filter (correct)
  • Unsharp masking
  • Histogram equalization

Which approach is used to alter the dynamic value of an image using its histogram?

  • Unsharp masking
  • Median filter
  • Histogram equalization (correct)
  • Fully-connected layer

What is the primary purpose of unsharp masking in image processing?

  • To alter the dynamic value of an image
  • To sharpen an image (correct)
  • To handle pixel data
  • To reduce undesired disturbance

What is the main function of a Convolutional Neural Network (CNN) in relation to pixel data?

<p>Handle pixel data and output a fully-connected layer (C)</p> Signup and view all the answers

What is used to reduce undesired disturbance and keep the details while maintaining a high dynamic range in image processing?

<p>Median filter (C)</p> Signup and view all the answers

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