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Research Articles

Handwritten optical character recognition by hybrid neural network training algorithm

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Pages 359-373 | Received 18 Aug 2016, Accepted 15 Jul 2019, Published online: 27 Sep 2019

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Raghunath Dey, Rakesh Chandra Balabantaray & Sidharth Samanta. (2022) Recognition of handwritten characters from Devanagari, Bangla, and Odia languages using transfer-learning-based VGG-16 networks. The Imaging Science Journal 70:2, pages 61-74.
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Articles from other publishers (9)

Xin Wang, Jinde Cao, Xianghui Zhou, Ying Liu, Yaoxi Yan & Jiangtao Wang. (2023) A novel framework of prescribed time/fixed time/finite time stochastic synchronization control of neural networks and its application in image encryption. Neural Networks 165, pages 755-773.
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Arbaj Ansari, Baljinder Kaur, Manik Rakhra, Arun Singh & Dalwinder Singh. (2022) Handwritten Text Recognition using Deep Learning Algorithms. Handwritten Text Recognition using Deep Learning Algorithms.
Nirmala S Guptha, V. Balamurugan, Geetha Megharaj, Khalid Nazim Abdul Sattar & J. Dhiviya Rose. (2022) Cross lingual handwritten character recognition using long short term memory network with aid of elephant herding optimization algorithm. Pattern Recognition Letters 159, pages 16-22.
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Maosheng Hung & Meijin Hsiao. (2022) Application of Adaptive Neural Network Algorithm Model in English Text Analysis. Computational Intelligence and Neuroscience 2022, pages 1-12.
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Xudong Wang, Yebin Li, Juanxiu Liu, Jing Zhang, Xiaohui Du, Lin Liu & Yong Liu. (2022) Intelligent Micron Optical Character Recognition of DFB Chip Using Deep Convolutional Neural Network. IEEE Transactions on Instrumentation and Measurement 71, pages 1-9.
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Savitha C K, Ujwal U J & Smitha M L. (2021) Detection of Single and Multi-character Tulu Text Blocks. Detection of Single and Multi-character Tulu Text Blocks.
Sergei I. Suyatinov, Tatiana I. Buldakova & Julia A. Vishnevskaya. (2021) Identification of Situations Based on Synergetic Model. Identification of Situations Based on Synergetic Model.
Chang-Min Kim, Ellen J. Hong, Kyungyong Chung & Roy C. Park. (2020) Line-segment Feature Analysis Algorithm Using Input Dimensionality Reduction for Handwritten Text Recognition. Applied Sciences 10:19, pages 6904.
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Lan Wu, Xueying Jia & Canshi Zhu. (2020) Research on application of an improved deep convolutional neural network in handwritten character recognition. Journal of Physics: Conference Series 1629:1, pages 012002.
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