StyleBin: Stylizing Video by Example in Stereo

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F22%3A00361484" target="_blank" >RIV/68407700:21230/22:00361484 - isvavai.cz</a>

Result on the web

<a href="https://doi.org/10.1145/3550469.3555420" target="_blank" >https://doi.org/10.1145/3550469.3555420</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1145/3550469.3555420" target="_blank" >10.1145/3550469.3555420</a>

Result language

angličtina

Original language name

StyleBin: Stylizing Video by Example in Stereo

Original language description

In this paper we present StyleBin—an approach to example-based stylization of videos that can produce consistent binocular depiction of stylized content on stereoscopic displays. Given the target sequence and a set of stylized keyframes accompanied by information about depth in the scene, we formulate an optimization problem that converts the target video into a pair of stylized sequences, in which each frame consists of a set of seamlessly stitched patches taken from the original stylized keyframe. The aim of the optimization process is to align the individual patches so that they respect the semantics of the given target scene, while at the same time also following the prescribed local disparity in the corresponding viewpoints and being consistent in time. In contrast to previous depth-aware style transfer techniques, our approach is the first that can deliver semantically meaningful stylization and preserve essential visual characteristics of the given artistic media. We demonstrate the practical utility of the proposed method in various stylization use cases.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/EF16_019%2F0000765" target="_blank" >EF16_019/0000765: Research Center for Informatics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2022

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

SIGGRAPH Asia 2022 Conference Papers

ISBN

9781450394703

ISSN

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e-ISSN

—

Number of pages

8

Pages from-to

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Publisher name

ACM SIGGRAPH

Place of publication

New York

Event location

Daegu

Event date

Dec 6, 2022

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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