Zifen HE, Huizhu CAO, Yinhui ZHANG, Hong ZHUANG. Spatial information adaptive regulation and feature alignment for infrared methane instance segmentation[J]. Optics and Precision Engineering, 2023, 31(20): 3034
- Optics and Precision Engineering
- Vol. 31, Issue 20, 3034 (2023)
Fig. 1. AFNet network architecture
Fig. 2. Adaptive spatial information regulation module
Fig. 3. Comparison of feature maps of spatial information regulation module
Fig. 4. Weighted bidirectional pyramid
Fig. 5. Comparison of weighted two-way pyramidal heat map
Fig. 6. Prototype feature alignment module
Fig. 7. Datasets
Fig. 8. Foreground to background pixel ratio
Fig. 9. Comparison of weight changes of each layer
Fig. 10. Visualization of segmentation results
|
Table 1. Hyperparameter configuration
|
Table 2. Experimental results of adaptive spatial information regulation module
|
Table 3. Results of weighted two-way pyramid experiment
|
Table 4. Experimental results of prototype feature alignment module
|
Table 5. Results of ablation experiments
|
Table 6. Comparison of experimental results
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