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Research on Gaze Estimation Method Combined with Head Motion Changes

Xiangyi Zhan

Xiangyi Zhan

School of Computer Science and Engineering, Xi'an Technological UniversityXi’an, China
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Zhan, Xiangyi
 und 
Changyuan Wang

Changyuan Wang

School of Computer Science and Engineering, Xi'an Technological UniversityXi’an, China
Suche nach diesem Autor auf
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Wang, Changyuan
  
26. Mai 2023
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Online veröffentlicht: 26. Mai 2023
Seitenbereich: 89 - 96
DOI: https://doi.org/10.2478/ijanmc-2022-0040
Schlüsselwörter
© 2022 Xiangyi Zhan et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Schematic diagram of gaze target in static experiment
Schematic diagram of gaze target in static experiment

Figure 2.

Partial data of static experiment
Partial data of static experiment

Figure 3.

Partial data of dynamic experiment
Partial data of dynamic experiment

Figure 4.

Technology route
Technology route

Figure 5.

Face detection
Face detection

Figure 6.

Facial feature points
Facial feature points

Figure 7.

Estimation of head pose
Estimation of head pose

Figure 8.

Schematic diagram of the test effect
Schematic diagram of the test effect

Comparison table of experimental results under different conditions

State of the head average pixel error average Angle error
X-axis (pixel) Y-axis (pixel) X-axis (degree) Y-axis (degree)
The head rest 83 125 1.74 2.32
The head movement (No compensation) 265 380 7.23 8.15
The head movement (A compensation) 118 136 2.88 3.23
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