Image to Text Extraction
Author : Sahil Salunkhe, Sahil Bora, Ubaid Karbhari, Vinay Vaisisth Journa Name: International Journal of Science, Engineering and Technology Country : India Volume: 12 issue: 2 Year: 2024 Views : 228Image Text Extraction is a critical interdisciplinary field at the confluence of computer vision and natural language processing. It focuses on extracting and analyzing textual information from images, finding applications in document digitization, content retrieval, and accessibility. Key stages involve image preprocessing, text localization, and text recognition. Challenges include multilingual text, low-quality images, handwritten text, and layout preservation. Researchers continually refine algorithms to enhance accuracy and robustness. Finally, the words are digitized using Optical Character Recognition (OCR).
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