<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images"^^ . "Specular highlights detection and removal in images is a fundamental yet non-trivial problem of interest. Most modern techniques proposed are inadequate at dealing with real-world images taken under uncontrolled conditions with the presence of complex textures, multiple objects, and bright colours, resulting in reduced accuracy and false positives. To detect specular pixels in a wide variety of real-world images independent of the number, colour, or type of illuminating source, we propose an efficient Specular Segmentation (SpecSeg) network based on the U-net architecture that is expeditious to train on nominal-sized datasets. The proposed network can detect pixels strongly affected by specular highlights with a high degree of precision, as shown by comparison with the state-of-the-art methods. The technique proposed is trained on publicly available datasets and tested using a large selection of real-world images with highly encouraging results. © 2022 by the authors."^^ . "2022" . . "22" . "17" . . "MDPI"^^ . . . "Sensors"^^ . . . "14248220" . . . . . . . . . . . . . . . . . . . "S.S.A."^^ . "Ali"^^ . "S.S.A. Ali"^^ . . "A."^^ . "Anwer"^^ . "A. Anwer"^^ . . "S."^^ . "Ainouz"^^ . "S. Ainouz"^^ . . "F."^^ . "Meriaudeau"^^ . "F. Meriaudeau"^^ . . "M.N.M."^^ . "Saad"^^ . "M.N.M. Saad"^^ . . . . . "HTML Summary of #16415 \n\nSpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images\n\n" . "text/html" . .