<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "State-of-the-Art in Action: Unconstrained Text Detection"^^ . "In this paper, we stage five real-world scenarios for six\r\nstate-of-the-art text detection methods in order to evaluate\r\nhow competent they are with new data without any training process. Moreover, this paper analyzes the architecture\r\ndesign of those methods to reveal the influence of pipeline\r\nchoices on the detection quality. The setup of experimental studies are straight-forward: we collect and manually\r\nannotate test data, we reimplement the pretrained models\r\nof the state-of-the-art methods, then we evaluate and analyze how well each method achieve in each of our collected\r\ndatasets. We found that most of the state-of-the-art methods\r\nare competent at detecting textual information in unseen\r\ndata, however, some are more readily used for real-world\r\napplications. Surprisingly, we also found that the choice\r\nof a post-processing algorithm correlates strongly with the\r\nperformance of the corresponding method. We expect this\r\npaper would serve as a reference for researchers as well as\r\napplication developers in the field.\r\nAll collected data with ground truth annotation and\r\ntheir detected results is publicly available at our Github\r\nrepository: https://github.com/chupibk/\r\nHBlab-rlq19."^^ . "2019-10-27" . . . . . . . . "Thi Ngoc Diep"^^ . "Nguyen"^^ . "Thi Ngoc Diep Nguyen"^^ . . . . "the IEEE Conference on Computer Vision and Pattern Recognition Workshops, Real-World Recognition from Low-Quality images and Video (RLQ@ICCV’19)"^^ . . . . . "Seoul, Republic of Korea"^^ . . . . . . "State-of-the-Art in Action: Unconstrained Text Detection (PDF)"^^ . . . "[2019 iccv]Nguyen_State-of-the-Art_in_Action_Unconstrained_Text_Detection_ICCVW_2019_paper.pdf"^^ . . . "State-of-the-Art in Action: Unconstrained Text Detection (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "State-of-the-Art in Action: Unconstrained Text Detection (Other)"^^ . . . . . . "preview.jpg"^^ . . . "State-of-the-Art in Action: Unconstrained Text Detection (Other)"^^ . . . . . . "small.jpg"^^ . . . "State-of-the-Art in Action: Unconstrained Text Detection (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #3791 \n\nState-of-the-Art in Action: Unconstrained Text Detection\n\n" . "text/html" . . . "Information Technology (IT)"@en . .