Coherent 3D line drawings for stylized animation

Creating hand-drawn animation is traditionally a laborious task, in which artists are highly involved to draw key frames and, thereafter, create inbetween frames from each pair of key frames. Although the development of paperless animation systems and auto-inbetween techniques somehow relieves artis...

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Main Author: Xu, Xiang
Other Authors: Seah Hock Soon
Format: Theses and Dissertations
Language:English
Published: 2016
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Online Access:https://hdl.handle.net/10356/67029
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-670292023-03-04T00:47:12Z Coherent 3D line drawings for stylized animation Xu, Xiang Seah Hock Soon School of Computer Engineering Game Lab DRNTU::Engineering Creating hand-drawn animation is traditionally a laborious task, in which artists are highly involved to draw key frames and, thereafter, create inbetween frames from each pair of key frames. Although the development of paperless animation systems and auto-inbetween techniques somehow relieves artists' burden of creating many inbetween frames by hand, artists still have to painstakingly do all key-frame drawings by hand or using a computer. An alternate approach to avoid the laborious manual drawing task is to incorporate automatic feature line extraction from animated 3D models to create 2D animations. Computer-generated lines could be used as initial drawings for artists, where they can further refine or exaggerate lines with personal styles for animation production. %We aim to free artists from the laborious drawings of basic shapes and let them focus more on the part of creative work. This thesis proposes a solution consisting of several techniques and an integrated framework for automatic line extraction in 2D animation. The first technique is a 3D line extraction method to extract lines from 3D triangle mesh models to closely resemble what artists would perceive and draw. The second technique is a method to generate temporally coherent 3D lines from 3D models using innovative hysteresis thresholding. The third technique is a matching algorithm to create correspondence of 3D individual lines (i.e., paths) across a sequence of frames. The second and the third techniques are used for sequencing the extracted lines frame-by-frame into an animation for temporal coherence. Each of the three algorithms is a valued contribution to Non Photorealistic Rendering. Finally, an integrated framework is proposed with a novel interactive tool set for artists to create 2D stylized animations by incorporating automatic line extraction from animated 3D models. The framework is artist driven -- it allows artists to edit or stylize line work in 2D, similar to what they do in a traditional animation pipeline but utilizing 3D information. The framework is validated with a 2D animation software. We demonstrate the effectiveness of the framework in creating an animation with the software. %It is a successful attempt for these NPR algorithms to be used in industry. DOCTOR OF PHILOSOPHY (SCE) 2016-05-11T01:43:19Z 2016-05-11T01:43:19Z 2016 Thesis Xu, X. (2016). Coherent 3D line drawings for stylized animation. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/67029 10.32657/10356/67029 en application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering
spellingShingle DRNTU::Engineering
Xu, Xiang
Coherent 3D line drawings for stylized animation
description Creating hand-drawn animation is traditionally a laborious task, in which artists are highly involved to draw key frames and, thereafter, create inbetween frames from each pair of key frames. Although the development of paperless animation systems and auto-inbetween techniques somehow relieves artists' burden of creating many inbetween frames by hand, artists still have to painstakingly do all key-frame drawings by hand or using a computer. An alternate approach to avoid the laborious manual drawing task is to incorporate automatic feature line extraction from animated 3D models to create 2D animations. Computer-generated lines could be used as initial drawings for artists, where they can further refine or exaggerate lines with personal styles for animation production. %We aim to free artists from the laborious drawings of basic shapes and let them focus more on the part of creative work. This thesis proposes a solution consisting of several techniques and an integrated framework for automatic line extraction in 2D animation. The first technique is a 3D line extraction method to extract lines from 3D triangle mesh models to closely resemble what artists would perceive and draw. The second technique is a method to generate temporally coherent 3D lines from 3D models using innovative hysteresis thresholding. The third technique is a matching algorithm to create correspondence of 3D individual lines (i.e., paths) across a sequence of frames. The second and the third techniques are used for sequencing the extracted lines frame-by-frame into an animation for temporal coherence. Each of the three algorithms is a valued contribution to Non Photorealistic Rendering. Finally, an integrated framework is proposed with a novel interactive tool set for artists to create 2D stylized animations by incorporating automatic line extraction from animated 3D models. The framework is artist driven -- it allows artists to edit or stylize line work in 2D, similar to what they do in a traditional animation pipeline but utilizing 3D information. The framework is validated with a 2D animation software. We demonstrate the effectiveness of the framework in creating an animation with the software. %It is a successful attempt for these NPR algorithms to be used in industry.
author2 Seah Hock Soon
author_facet Seah Hock Soon
Xu, Xiang
format Theses and Dissertations
author Xu, Xiang
author_sort Xu, Xiang
title Coherent 3D line drawings for stylized animation
title_short Coherent 3D line drawings for stylized animation
title_full Coherent 3D line drawings for stylized animation
title_fullStr Coherent 3D line drawings for stylized animation
title_full_unstemmed Coherent 3D line drawings for stylized animation
title_sort coherent 3d line drawings for stylized animation
publishDate 2016
url https://hdl.handle.net/10356/67029
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