• Laser & Optoelectronics Progress
  • Vol. 57, Issue 8, 081012 (2020)
Jinguang Sun and Xinsong Liu*
Author Affiliations
  • School of Electronic and Information Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
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    DOI: 10.3788/LOP57.081012 Cite this Article Set citation alerts
    Jinguang Sun, Xinsong Liu. Local Style Migration Method Based on Residual Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081012 Copy Citation Text show less
    Local style migration network model
    Fig. 1. Local style migration network model
    Mask effect maps
    Fig. 2. Mask effect maps
    VGG network architecture
    Fig. 3. VGG network architecture
    Residual network schematic
    Fig. 4. Residual network schematic
    Experimental results
    Fig. 5. Experimental results
    Weight diagrams of content and style
    Fig. 6. Weight diagrams of content and style
    Generation effect of different layers
    Fig. 7. Generation effect of different layers
    Method256×256512×5121024×1024
    Ref. [1]14.32751.192200.354
    Ref. [2]0.0140.0450.166
    Ref. [21]0.0170.0640.254
    Ref. [4]0.6201.1392.947
    Proposed0.0230.0610.215
    Table 1. Time comparisons
    Jinguang Sun, Xinsong Liu. Local Style Migration Method Based on Residual Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081012
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