← Search

Kenneth Vanhoey

2 accepted papers

2021

A Sliced Wasserstein Loss for Neural Texture Synthesis

CVPR 2021poster

We address the problem of computing a textural loss based on the statistics extracted from the feature activations of a convolutional neural network optimized for object recognition (e.g. VGG-19). The underlying mathematical problem is the measure of the distance between two distributions in feature…

Cited by 77PDFcodeScholar
2017

DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks

ICCV 2017poster

Despite a rapid rise in the quality of built-in smartphone cameras, their physical limitations - small sensor size, compact lenses and the lack of specific hardware, - impede them to achieve the quality results of DSLR cameras. In this work we present an end-to-end deep learning approach that bridge…

Cited by 693PDFcodeScholar