Your English writing platform
Discover LudwigSuggestions(1)
Exact(4)
Figure 5 The original motion image and reduced noise motion image.
In the preprocessing section, we generated the motion image by accumulating difference images, reduced the noise in the motion image, and found the motion clusters.
As the rectangle moves, a new cluster is calculated from the new current motion image and stacked to the motion history image.
Figure 5a shows the original motion image and Figure 5b shows the result of the noise removal methods of the spatial filtering and the morphological processing on our experimental motion image.
Similar(56)
However, that method is based on extracting motion templates (motion images and motion context) using very simple processing, which would fail for more challenging sequences, like those in Section 6.4: the standard deviation of the illumination over successive video frames is estimated to find active pixels, a measure which can easily lead to false alarms in the presence of noise.
Pixel changes were averaged across 15 frames, and a noise reduction threshold and a filter were used to clarify the motion images and improve the analyses.
The consumer market is moving rapidly toward 3D motion image delivery, and content providers, distributors, and equipment manufacturers see this as an opportunity.
Framing this is in a more clinical relevant way: irregular breathing motion exacerbates the systematic errors arising from motion image artefacts and variations between the planned and treated anatomy, as well as random errors from day-to-day variations in the treated anatomy [ 30, 15, 31].
Applications include traditional vision areas such as stereo, motion, image stitching and segmentation, as well as emerging topics in medical imaging.
Custom software (written as a Matlab™ graphical user interface) controls the laser power and wavelength, as well as all translational motion, image acquisition, gain and amplifier settings, image display, and online processing.
This situation is shown in Figure 8. Figure 8 The overlapped situation in depth image and motion image.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com