{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["12"],"submitter":["Yankelovich A"],"pubmed_abstract":["Boundary completion is one of the desired properties of a robust object boundary detection model, since in real-word images the object boundaries are commonly not fully and clearly seen. An extreme example of boundary completion occurs in images with illusory contours, where the visual system completes boundaries in locations without intensity gradient. 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. The proposed model uses a functional optimization approach, in which a cost value is assigned to any boundary arrangement to find the arrangement with minimal cost. The functional accounts for basic object properties, such as alignment with the image, object boundary continuity, and bo"],"journal":["Frontiers in computational neuroscience"],"pagination":["106"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC6345704"],"repository":["biostudies-literature"],"pubmed_title":["Predicting Illusory Contours Without Extracting Special Image Features."],"pmcid":["PMC6345704"],"pubmed_authors":["Yankelovich A","Spitzer H"],"additional_accession":[]},"is_claimable":false,"name":"Predicting Illusory Contours Without Extracting Special Image Features.","description":"Boundary completion is one of the desired properties of a robust object boundary detection model, since in real-word images the object boundaries are commonly not fully and clearly seen. An extreme example of boundary completion occurs in images with illusory contours, where the visual system completes boundaries in locations without intensity gradient. 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. The proposed model uses a functional optimization approach, in which a cost value is assigned to any boundary arrangement to find the arrangement with minimal cost. The functional accounts for basic object properties, such as alignment with the image, object boundary continuity, and bo","dates":{"release":"2018-01-01T00:00:00Z","publication":"2018","modification":"2025-04-26T08:55:33.457Z","creation":"2019-03-26T22:47:42Z"},"accession":"S-EPMC6345704","cross_references":{"pubmed":["30713494"],"doi":["10.3389/fncom.2018.00106"]}}