A new deep CNN for 3D text localization in the wild through shadow removal

• Main Authors: Shivakumara, Palaiahnakote, Banerjee, Ayan, Nandanwar, Lokesh, Pal, Umapada, Antonacopoulos, Apostolos, Lu, Tong, Blumenstein, Michael
• Format: Article
• Published: Elsevier 2024
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/44304/; https://doi.org/10.1016/j.cviu.2023.103863

Text localization in the wild is challenging due to the presence of 2D and 3D texts, the presence of shadows, arbitrary orientated text with non-linear arrangements, varying lighting conditions as well as complex background. This paper proposes the first approach for 3D text localization in natural...