Xia Hua, Xinqing Wang, Dong Wang, Zhaoye Ma, Faming Shao. Multi-Objective Detection of Traffic Scenes Based on Improved SSD[J]. Acta Optica Sinica, 2018, 38(12): 1215003
- Acta Optica Sinica
- Vol. 38, Issue 12, 1215003 (2018)
Fig. 1. Improved detection algorithm overall framework
Fig. 2. Example of CNN model extracting feature convolution kernels at various levels
Fig. 3. Two-dimensional Gabor filter convolution kernel
Fig. 4. Three-dimensional Gabor filter convolution kernel
Fig. 5. Training process for optimal Gabor convolution kernel group
Fig. 6. Mobile video target detection framework based on time-aware feature mapping
Fig. 7. Model processing video input and output schematics
Fig. 8. Example of M4 model detection results
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Table 1. Comparison of model identification and detection effects
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Table 2. Comparison of detection and recognition with different algorithms
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