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Improving Image Quality in Hand-held Ultrasound Devices with CNNs

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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</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</p> Signup and view all the answers

Improving Image Quality in Hand-held Ultrasound Devices with CNNs

Choose a study mode

Podcast

Questions and Answers

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

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

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

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

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

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