Weichi Zhao, Qijie Zhao, Junye Jiang, Jianxia Lu. New Method for Face Landmark Detection Based on Stacked-Hourglass Network[J]. Acta Optica Sinica, 2019, 39(11): 1115003
- Acta Optica Sinica
- Vol. 39, Issue 11, 1115003 (2019)
Fig. 1. Structure of stacked-hourglass network
Fig. 2. Overall framework of face landmark detection method
Fig. 3. Structural diagram of depth network model
Fig. 4. Comparative experiment of face landmark detection on images with large posture changes and face partial occlusion
Fig. 5. CED of different methods for 300W competition dataset with inter-ocular normalization
Fig. 6. Face feature line heatmaps of 300W competition test set
Fig. 7. Detection results on 300W competition dataset
Fig. 8. CED for the Menpo competition dataset with face diagonal normalization
|
Table 1. Error of face landmark detection methods on the 300W test set%
|
Table 2. N 0.08 and failure rate of face landmark detection methods on the 300W full test set by inter-ocular normalization
|
Table 3. Error of face landmark detection methods on face images with large posture changes and face partial occlusion by inter-ocular normalization
|
Table 4. N 0.08and failure rate of facial landmark detection methods on the 300W competition dataset by inter-ocular normalization
|
Table 5. Error analysis of face landmark detection methods on the Menpo competition dataset by face diagonal normalization
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