Search results with tag "Style transfer"
Arbitrary Style Transfer in Real-Time With Adaptive ...
openaccess.thecvf.comStyle transfer. The problem of style transfer has its origin from non-photo-realistic rendering [28], and is closely re-lated to texture synthesis and transfer [13, 12, 14]. Some early approaches include histogram matching on linear fil-ter responses [19] and non-parametric sampling [12, 15]. These methods typically rely on low-level ...
![and Super-Resolution arXiv:1603.08155v1 [cs.CV] 27 Mar 2016](/cache/preview/2/d/c/1/c/a/1/5/thumb-2dc1ca15e82fc13a292da02b4114d430.jpg)
and Super-Resolution arXiv:1603.08155v1 [cs.CV] 27 Mar 2016
arxiv.orga style reconstruction loss ‘˚ style that measure di erences in content and style between images. For each input image xwe have a content target y cand a style target y s. For style transfer, the content target y cis the input image xand the output image ^yshould combine the content of x= y c with the style of y s; we train one network per ...
Drafting and Revision: Laplacian Pyramid Network for Fast ...
openaccess.thecvf.comStyle Transfer. Style transfer algorithms aim at migrating the style from an example image to a content image. With the initiation of the seminal work Gatys et al. [6], various methods have been developed thereafter to address different aspects of, including visual quality [14, 8], head portrait [25], semantic control [1, 7] and so on. Kolkin ...
Image Style Transfer Using Convolutional Neural Networks
www.cv-foundation.orgGenerally each layer in the network defines a non-linear filter bank whose complexity increases with the position of the layer in the network. Hence a given input image ~x is encoded in each layer of the Convolutional Neural Network by the filter responses to that image. A layer with Nl dis-tinct filters has Nl feature maps each of size Ml ...