Yao Chen, Wenjun Yu, Yongbin Gao. X-Ray Spine Corner Localization using an Embedded Attention Mechanism-Based Model[J]. Laser & Optoelectronics Progress, 2023, 60(10): 1010024
- Laser & Optoelectronics Progress
- Vol. 60, Issue 10, 1010024 (2023)
Fig. 1. Architecture of modified VFLD. (a) Basic network structure of VFLD; (b) architecture of rotational attention mechanism
Fig. 2. Schematic diagram of vector loss module
Fig. 3. Design sketch of data enhancement
Fig. 4. Identification result diagrams
Fig. 5. Recognition result images of cervical vertebra
Fig. 6. Ablation experiment
|
Table 1. Comparison indicators of model before and after improvement
|
Table 2. Result comparison of MICCAI 2019 spine challenge dataset
|
Table 3. Comparison experiment before and after improvement of cervical vertebrae dataset
|
Table 4. Ablation experiment
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20