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    Article

    Scene text understanding: recapitulating the past decade

    Computational perception has indeed been dramatically modified and reformed from handcrafted feature-based techniques to the advent of deep learning. Scene text identification and recognition have inexorably b...

    Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah… in Artificial Intelligence Review (2023)

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    Article

    Understanding movie poster: transfer-deep learning approach for graphic-rich text recognition

    Graphic-rich texts are common in posters. In a movie poster, information, such as movie title, tag lines, and names of the actors, director, and production house, is available. Graphic-rich texts in movie titl...

    Mridul Ghosh, Sayan Saha Roy, Himadri Mukherjee, Sk Md Obaidullah… in The Visual Computer (2022)

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    Article

    STDNet: A CNN-based approach to single-/mixed-script detection

    Script identification serves as a guide to the detection of the text of the scene through optical character recognition (OCR). But this is not a principal concern for the OCR engine. Until script identificatio...

    Mridul Ghosh, Himadri Mukherjee… in Innovations in Systems and Software Engine… (2021)