Currently there is no fully automatic boundary detection model that does not require special features extraction for illusory contours generation. The proposed model is a proof of concept and is restricted to gray scale images with solid non-textured regions and without lines.
Jan 18, 2019 · An approach that has the potential of not extracting special image features is the functional optimization, used by some boundary detection ...
Jan 18, 2019 · The model finds multiple possible image interpretations, which are ranked according to the probability that they are supposed to be perceived.
The proposed model uses a functional optimization approach, in which a cost value is assigned to any boundary arrangement to find the arrangement with ...
Predicting Illusory Contours Without Extracting Special Image Features · List of references · Publications that cite this publication.
Predicting Illusory Contours Without Extracting Special Image Features. Overview of attention for article published in Frontiers in Computational ...
Most illusory contour models extract special image features, such as L and T junctions, while the task is known to be a difficult issue in real-world images.
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An extreme example of boundary completion occurs in images with illusory contours, where the visual system completes boundaries in locations without intensity ...
... illusory object boundaries. Detection of illusory contours without using special image features is very challenging, since it requires the prediction of ...
Mar 10, 2023 · The DeepAugment technique involves distorting training images with neural networks, where illusory contours are not directly mentioned. We ...