Image-to-character-to-word transformers for accurate scene text recognition

• المؤلفون الرئيسيون: Xue, Chuhui, Huang, Jiaxing, Zhang, Wenqing, Lu, Shijian, Wang, Changhu, Bai, Song
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Scene Text Recognition; Transformer
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172173
• المؤسسة: Nanyang Technological University

Leveraging the advances of natural language processing, most recent scene text recognizers adopt an encoder-decoder architecture where text images are first converted to representative features and then a sequence of characters via 'sequential decoding'. However, scene text images suffer f...