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A study of the techniques used in film narratives to show characters’ inner conflicts and social contexts through the spatial layout of housing spaces

Xuanyu Yu

Xuanyu Yu

College of Art and Design, Xi’an Mingde Institute of TechnologyXi’an, China
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Yu, Xuanyu
  
Mar 17, 2025
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Published Online: Mar 17, 2025
Received: Oct 09, 2024
Accepted: Feb 05, 2025
DOI: https://doi.org/10.2478/amns-2025-0175
Keywords
© 2025 Xuanyu Yu, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Block processing of video images in building interior space
Block processing of video images in building interior space

Figure 2.

Comparison of this paper’s model with other related research methods on PE
Comparison of this paper’s model with other related research methods on PE

Figure 3.

Correlation coefficient calculation results
Correlation coefficient calculation results

Figure 4.

Correlation coefficient between layout of housing and social background
Correlation coefficient between layout of housing and social background

Comparison pf PA, MAP and PE of each model on LSUN datasets

Method PA/% MPA/% PE/%
F1 F2 F3 F4 F5
FCN 61.34 73.86 83.26 88.94 83.71 78.57 18.95
PSPNet 63.81 75.98 85.57 89.03 85.69 82.46 17.36
DeepLabV3+ 65.47 79.42 87.42 90.26 89.37 83.54 15.43
Ours 73.94 85.97 92.38 94.63 92.09 89.93 7.62

Comparison of IoU and mIoU of each model on LSNU datasets

Method IoU/% mIoU/%
F1 F2 F3 F4 F5
FCN 34.87 71.83 78.44 88.47 81.57 71.04
PSPNet 43.26 74.67 80.03 89.12 82.38 73.26
DeepLabV3+ 46.51 77.36 81.92 90.08 84.56 74.83
Ours 53.62 82.95 86.79 93.84 89.74 80.57
Language:
English
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Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other
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