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Shall deep learning be the mandatory future of document analysis problems?

, and . Pattern Recognit., (2019)

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Line-wise text identification in comic books: A support vector machine-based approach., , , and . IJCNN, page 3995-4000. IEEE, (2016)Processing of the Connected Shapes in Raster-to-Vector Conversion Process., , , , , and . GREC, volume 1941 of Lecture Notes in Computer Science, page 28-38. Springer, (1999)DocMining: A Document Analysis System Builder., , , , , , and . Document Analysis Systems, volume 3163 of Lecture Notes in Computer Science, page 472-483. Springer, (2004)Mobile Phone Camera-Based Video Scanning of Paper Documents., , and . CBDAR, volume 8357 of Lecture Notes in Computer Science, page 164-178. Springer, (2013)Similitude Invariant Pattern Recognition on Technical Documents., , , , , and . ICIP (1), page 570-574. IEEE, (1999)Hiding Security Feature Into Text Content for Securing Documents Using Generated Font., , , and . ICDAR, page 1214-1219. IEEE, (2019)An adaptive document recognition system for lettrines., , and . Int. J. Document Anal. Recognit., 23 (2): 115-128 (2020)Evaluation of Neural Network Classification Systems on Document Stream., , , , and . DAS, volume 12116 of Lecture Notes in Computer Science, page 262-276. Springer, (2020)Structured representations in a content based image retrieval context., , and . J. Vis. Commun. Image Represent., 24 (8): 1252-1268 (2013)Realtime multi-scale scene text detection with scale-based region proposal network., , , , , and . Pattern Recognit., (2020)