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    • 1. 发明专利
    • STYLE TRANSFER FOR HEADSHOT PORTRAITS
    • AU2016225946B2
    • 2021-05-20
    • AU2016225946
    • 2016-09-12
    • ADOBE INC
    • BAILEY ROBERTPARIS SYLVAINBARZEL RONENSACHS IAN
    • G06T5/50
    • STYLE TRANSFER FOR HEADSHOT PORTRAITS [0039] Techniques are disclosed for automatically transferring a style of at least two reference images to an input image. The resulting transformation of the input image matches the visual styles of the reference images without changing the identity of the subject of the input image. Each image is decomposed into levels of detail with corresponding energy levels and a residual. A style transfer operation is performed at each energy level and residual using the reference image that most closely matches the input image at each energy level. The transformations of each level of detail and the residual of the input image are aggregated to generate an output image having the styles of the reference images. In some cases, the transformations are performed on the foreground of the input image, and the background can be transformed by an amount that is proportional to the aggregated transformations of the foreground. Docket # ADO.P5730US 31 nput Image Reference I mages Computing Device 150 Style Transfer Application 120 File Server Pose Calculation and Image Pre Decomposition computed Module Reference 12S mage Data Detail,1316 Energy1316 Levels and /Output Residual / Image / Network Signature Image Matching Calculation and Style Transfer Module Module 124 126Server Peg Application 120 Enegy .2 tl Tase Level and Residual Signatures/
    • 2. 发明专利
    • STYLE TRANSFER FOR HEADSHOT PORTRAITS
    • AU2016225946A1
    • 2017-06-08
    • AU2016225946
    • 2016-09-12
    • ADOBE INC
    • BAILEY ROBERTPARIS SYLVAINBARZEL RONENSACHS IAN
    • G06T5/50
    • STYLE TRANSFER FOR HEADSHOT PORTRAITS [0039] Techniques are disclosed for automatically transferring a style of at least two reference images to an input image. The resulting transformation of the input image matches the visual styles of the reference images without changing the identity of the subject of the input image. Each image is decomposed into levels of detail with corresponding energy levels and a residual. A style transfer operation is performed at each energy level and residual using the reference image that most closely matches the input image at each energy level. The transformations of each level of detail and the residual of the input image are aggregated to generate an output image having the styles of the reference images. In some cases, the transformations are performed on the foreground of the input image, and the background can be transformed by an amount that is proportional to the aggregated transformations of the foreground. Docket # ADO.P5730US 31 nput Image Reference I mages Computing Device 150 Style Transfer Application 120 File Server Pose Calculation and Image Pre Decomposition computed Module Reference 12S mage Data Detail,1316 Energy1316 Levels and /Output Residual / Image / Network Signature Image Matching Calculation and Style Transfer Module Module 124 126Server P eg Application 120 Enegy .2 tl Tase Level and Residual Signatures/