Hierarchical Braille Layout Detection Model Based on Semantic Assistance
- Resource Type
- Conference
- Authors
- Wang, Guangwu; Gu, Yu; Wang, Wei; Yu, Zhi; Song, Shuyi
- Source
- 2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA) Image Processing and Computer Applications (ICIPCA), 2023 IEEE International Conference on. :1175-1180 Aug, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Training
Braille
Adaptation models
Analytical models
Computational modeling
Image processing
Layout
Braille layout detection
Braille layout analysis
Object detection
- Language
This paper proposes a hierarchical Braille layout detection model based on semantic assistance, BLayoutNet. As research on Braille layout analysis is relatively scarce and there is a lack of relevant datasets, this paper proposes a Braille layout detection dataset to support research in this field. Finally, experimental results demonstrate that the proposed model achieves stable and accurate detection of Braille layout. It is hoped that this model can serve as a strong baseline for Braille layout analysis tasks and promote the development of this field.