Zhe An, Xiping Xu, Jinhua Yang, Yang Qiao, Yang Liu. Design of Augmented Reality Head-up Display System Based on Image Semantic Segmentation[J]. Acta Optica Sinica, 2018, 38(7): 0710004
- Acta Optica Sinica
- Vol. 38, Issue 7, 0710004 (2018)
Fig. 1. AR-HUD system
Fig. 2. Diagram of improved SSD network
Fig. 3. Training process of improved SSD network. (a) Relationship between iteration number and training loss; (b) relationship between iteration number and accuracy
Fig. 4. Results of semantic segmentation and virtual-real registration in different environments. (a) Original images; (b) method of Ref.[12]; (c) proposed method; (d) virtual-real registration images
Fig. 5. RMS error of virtual-real registration and comparison in different directions. (a) x; (b) y; (c) z
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Table 1. Evaluation of network output results and comparison of average processing time
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