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公开(公告)号:US10074161B2
公开(公告)日:2018-09-11
申请号:US15094799
申请日:2016-04-08
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Xiaohui Shen , Yi-Hsuan Tsai , Kalyan K. Sunkavalli , Zhe Lin
IPC: G09G5/00 , G06F3/0482 , G06F3/0484 , G06T7/40 , G06T5/00
CPC classification number: G06T5/005 , G06F3/0482 , G06F3/04845 , G06F16/5838 , G06F17/30256 , G06T7/90 , G06T11/001 , G06T2207/20084 , G06T2207/20221
Abstract: Embodiments of the present disclosure relate to a sky editing system and related processes for sky editing. The sky editing system includes a composition detector to determine the composition of a target image. A sky search engine in the sky editing system is configured to find a reference image with similar composition with the target image. Subsequently, a sky editor replaces content of the sky in the target image with content of the sky in the reference image. As such, the sky editing system transforms the target image into a new image with a preferred sky background.
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公开(公告)号:US20180137624A1
公开(公告)日:2018-05-17
申请号:US15853206
申请日:2017-12-22
Applicant: Adobe Systems Incorporated
Inventor: Xiaohui Shen , Zhe Lin , Yi-Hsuan Tsai , Kalyan K. Sunkavalli
CPC classification number: G06T7/11 , G06K9/00697 , G06K9/34 , G06K9/6269 , G06K9/6297 , G06N3/0454 , G06N7/005 , G06T2207/20016 , G06T2207/20076 , G06T2207/20084 , G06T2207/20092
Abstract: A digital medium environment includes an image processing application that performs object segmentation on an input image. An improved object segmentation method implemented by the image processing application comprises receiving an input image that includes an object region to be segmented by a segmentation process, processing the input image to provide a first segmentation that defines the object region, and processing the first segmentation to provide a second segmentation that provides pixel-wise label assignments for the object region. In some implementations, the image processing application performs improved sky segmentation on an input image containing a depiction of a sky.
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公开(公告)号:US09781399B2
公开(公告)日:2017-10-03
申请号:US14978591
申请日:2015-12-22
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Kalyan K. Sunkavalli , Zhuo Hui , Sunil Hadap
CPC classification number: H04N9/73 , G06K9/4661 , G06T7/00 , H04N1/6086 , H04N5/2256 , H04N5/23245 , H04N9/735
Abstract: Embodiments of the present invention facilitate lighting and material editing. More particularly, some embodiments are directed to leveraging flash photography to capture two images in quick succession, one with the flash activated and one without. In embodiments, a scene may be decomposed into components corresponding to diffidently colored lights and into diffuse and specular components. This enables the color and intensity of each light in the scene, as well as the amount of specularity, to be edited by a user to change the appearance of the scene.
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公开(公告)号:US20180260668A1
公开(公告)日:2018-09-13
申请号:US15456367
申请日:2017-03-10
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Xiaohui Shen , Zhe Lin , Yi-Hsuan Tsai , Xin Lu , Kalyan K. Sunkavalli
CPC classification number: H04N1/387 , G06K9/34 , G06K9/4628 , G06K9/4652 , G06K9/6256 , G06K9/627 , G06N3/02 , G06N3/0454 , G06N3/08 , G06N3/084 , G06T11/00 , H04N1/6066
Abstract: Methods and systems are provided for generating harmonized images for input composite images. A neural network system can be trained, where the training includes training a neural network that generates harmonized images for input composite images. This training is performed based on a comparison of a training harmonized image and a reference image, where the reference image is modified to generate a training input composite image used to generate the training harmonized image. In addition, a mask of a region can be input to limit the area of the input image that is to be modified. Such a trained neural network system can be used to input a composite image and mask pair for which the trained system will output a harmonized image.
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公开(公告)号:US10070111B2
公开(公告)日:2018-09-04
申请号:US14978605
申请日:2015-12-22
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Kalyan K. Sunkavalli , Zhuo Hui , Sunil Hadap
Abstract: Embodiments of the present invention facilitate automatically white-balancing images captured under mixed lighting conditions. More particularly, some embodiments are directed to leveraging flash photography to capture two images in quick succession, one with the flash activated and one without. By combining these two images, a per-pixel white balance kernel can be automatically determined and used to generate a white-balanced image without requiring any user input or user assumptions about the lighting in the scene. In embodiments, the white balance kernels for pixels that lie in the shadow or appear as specular spots are masked and can be interpolated from the white balance kernels at unmasked kernels. Motion effects between the flash and non-flash images may also be reduced.
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公开(公告)号:US20180061028A1
公开(公告)日:2018-03-01
申请号:US15253655
申请日:2016-08-31
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Kalyan K. Sunkavalli , Sunil Hadap , Elya Shechtman , Zhixin Shu
CPC classification number: G06T5/50 , G06T11/00 , G06T2207/10024
Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed at relighting a target image based on a lighting effect from a reference image. In one embodiment, a target image and a reference image are received, the reference image includes a lighting effect desired to be applied to the target image. A lighting transfer is performed using color data and geometrical data associated with the reference image and color data and geometrical data associated with the target image. The lighting transfer causes generation of a relit image that corresponds with the target image having a lighting effect of the reference image. The relit image is provided for display to a user via one or more output devices. Other embodiments may be described and/or claimed.
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公开(公告)号:US09852498B2
公开(公告)日:2017-12-26
申请号:US15139163
申请日:2016-04-26
Applicant: Adobe Systems Incorporated
Inventor: Steve Christopher Bako , Aliakbar Darabi , Jue Wang , Elya Shechtman , Kalyan K. Sunkavalli
CPC classification number: G06T7/90 , G06K9/18 , G06K9/40 , G06K9/4647 , G06K9/4652 , G06T5/005
Abstract: Techniques for removing artifacts, such as shadows, from document images are described. A shadow map is generated for a digital image by first determining local background colors using clusters of local pixel intensities. Then, a global reference background color is selected from all pixel intensities of the digital image. Next, a per-pixel scaling factor is determined that maps the local background colors to the global reference background color, which applies localized adjustment to the digital image to remove local shadow.
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公开(公告)号:US20170139572A1
公开(公告)日:2017-05-18
申请号:US14944019
申请日:2015-11-17
Applicant: Adobe Systems Incorporated
Inventor: Kalyan K. Sunkavalli , Zhe Lin , Xiaohui Shen , Joon-Young Lee
IPC: G06F3/0484 , G06T11/00 , G06F3/0488
CPC classification number: G06F3/04845 , G06F3/04842 , G06F3/0488 , G06T11/001
Abstract: In embodiments of image color and tone style transfer, a computing device implements an image style transfer algorithm to generate a modified image from an input image based on a color style and a tone style of a style image. A user can select the input image that includes color features, as well as select the style image that includes an example of the color style and the tone style to transfer to the input image. A chrominance transfer function can then be applied to transfer the color style to the input image, utilizing a covariance of an input image color of the input image to control modification of the input image color. A luminance transfer function can also be applied to transfer the tone style to the input image, utilizing a tone mapping curve based on a non-linear optimization to estimate luminance parameters of the tone mapping curve.
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公开(公告)号:US20180374199A1
公开(公告)日:2018-12-27
申请号:US16119709
申请日:2018-08-31
Applicant: Adobe Systems Incorporated
Inventor: Xiaohui Shen , Yi-Hsuan Tsai , Kalyan K. Sunkavalli , Zhe Lin
IPC: G06T5/00 , G06T7/90 , G06F17/30 , G06T11/00 , G06F3/0482 , G06F3/0484
Abstract: Embodiments of the present disclosure relate to a sky editing system and related processes for sky editing. The sky editing system includes a composition detector to determine the composition of a target image. A sky search engine in the sky editing system is configured to find a reference image with similar composition with the target image. Subsequently, a sky editor replaces content of the sky in the target image with content of the sky in the reference image. As such, the sky editing system transforms the target image into a new image with a preferred sky background.
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公开(公告)号:US20170180692A1
公开(公告)日:2017-06-22
申请号:US14978605
申请日:2015-12-22
Applicant: ADOBE SYSTEMS INCORPORATED
Inventor: Kalyan K. Sunkavalli , Zhuo Hui , Sunil Hadap
CPC classification number: H04N9/735 , G06K9/4652 , G06K9/4661 , G06K9/4671 , G06K9/52 , G06K9/6211 , G06K9/6215 , G06K2009/4666 , G06T7/408 , G06T7/60 , G06T7/90 , H04N5/2256
Abstract: Embodiments of the present invention facilitate automatically white-balancing images captured under mixed lighting conditions. More particularly, some embodiments are directed to leveraging flash photography to capture two images in quick succession, one with the flash activated and one without. By combining these two images, a per-pixel white balance kernel can be automatically determined and used to generate a white-balanced image without requiring any user input or user assumptions about the lighting in the scene. In embodiments, the white balance kernels for pixels that lie in the shadow or appear as specular spots are masked and can be interpolated from the white balance kernels at unmasked kernels. Motion effects between the flash and non-flash images may also be reduced.
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