Temporally Coherent Video Stylization

Pierre Bénard 1, * Joëlle Thollot 2 John Collomosse 3
* Auteur correspondant
2 MAVERICK - Models and Algorithms for Visualization and Rendering
Inria Grenoble - Rhône-Alpes, LJK - Laboratoire Jean Kuntzmann, INPG - Institut National Polytechnique de Grenoble
Abstract : The transformation of video clips into stylized animations remains an active research topic in Computer Graphics. A key challenge is to reproduce the look of traditional artistic styles whilst minimizing distracting flickering and sliding artifacts; i.e. with temporal coherence. This chapter surveys the spectrum of available video stylization techniques, focusing on algorithms encouraging the temporally coherent placement of rendering marks, and discusses the trade-offs necessary to achieve coherence. We begin with flow-based adaptations of stroke based rendering (SBR) and texture advection capable of painting video. We then chart the development of the field, and its fusion with Computer Vision, to deliver coherent mid-level scene representations. These representations enable the rotoscoping of rendering marks on to temporally coherent video regions, enhancing the diversity and temporal coherence of stylization. In discussing coherence, we formalize the problem of temporal coherence in terms of three defined criteria, and compare and contrast video stylization using these.
Type de document :
Chapitre d'ouvrage
Rosin, Paul and Collomosse, John. Image and Video-based Artistic Stylisation, 42, Springer, pp.257-284, 2012, Computational Imaging and Vision, 978-1-4471-4519-6. 〈10.1007/978-1-4471-4519-6_13〉
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Pierre Bénard, Joëlle Thollot, John Collomosse. Temporally Coherent Video Stylization. Rosin, Paul and Collomosse, John. Image and Video-based Artistic Stylisation, 42, Springer, pp.257-284, 2012, Computational Imaging and Vision, 978-1-4471-4519-6. 〈10.1007/978-1-4471-4519-6_13〉. 〈hal-00762944〉

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