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On the other hand, (b) and (c) were clearly favored by the use of neural networks, which reveals a more complex task (images are more similar).
For the combined detection and localisation task, images were displayed for 500 ms. Following detection, the radiologists viewed a blank outline of the mammogram and were asked to localise by marking the abnormality with a mouse-click.
In the control training task images consisted of 18 household objects (furniture, stationery, gardening tools) and the same 18 filler clothes pictures.
During the fMRI picture processing task, images of foods and nonfood items were projected as previously described (Beaver et al., 2006).
In the active training task images consisted of 18 foods, of which 9 were healthy (fruit, vegetables, rice cakes) and 9 high-energy density (greater than 4 kcal/g; biscuits, chocolate, crisps – see supplementary methods), along with 18 non-food filler pictures (clothes).
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In the noise detection task, image lines and pixel pairs are sampled, while in the horizon detection task features from local image patches are sampled.
However, factors such as task, image registration process and quality, collection conditions, and the like carry great potential to impact human perception as well.
However, the question remains as to whether these experimental findings will hold with more complex imagery, task, image capture conditions, and experimental parameters and which properties overall are most enhancing to the human visual system.
During the tasks, images of an object had to be discriminated from the images of other objects irrespective of the viewpoint.
It is shown that for precise defect detection or alignment tasks, image-based point cloud models may not be as accurate and dense as laser scanners' point cloud models.
Crack detection is not an easy task since images of road pavement surface are very difficult to analyze.
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