Přenos výtvarného stylu na mobilních zařízeních

Abstract

Tato prace se zabyva realizaci Android mobilni aplikace umoznujici prenos vytvarneho stylu z dane predlohy na lidskou tvar zachycenou vestavenou kamerou. Jedinecnost nasi aplikace spociva v nezavislosti na jakychkoliv online vypocetnich zdrojich. Cely proces stylizace je pocitan offline mobilnim zarizenim. Mobilni aplikace pouziva existujici detektor k ziskani dulezitych orientacnich bodu ve snimanem obliceji a nove publikovany efektivni algoritmus pro prenos vytvarneho stylu podle predlohy - StyleBlit. V nasi implementaci usilujeme o co nejsviznejsi odezvu aplikace a zaroven o verne napodobeni umeleckeho stylu.

This thesis deals with an implementation of Android mobile application allowing example-based style transfer from a given style exemplar to a human face captured by a built-in camera. The uniqueness of our application consists in the independence on any online computing resources. The entire process of stylization is computed offline by a mobile device. The mobile application uses an existing face detector for obtaining essential landmarks of a captured face, and newly released efficient example-based style transfer algorithm - StyleBlit. In our implementation, we seek for as fast as possible response of the application together with faithful reproduction of an artistic style.