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This work presents a progressive image vectorization technique that reconstructs the raster image as layer-wise vectors from semantic-aligned macro structures to finer details.
Algorithms for the reduction of the number of points required to represent a digitized line or its caricature
David H Douglas and Thomas K Peucker · 1973
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Songhua Xu, Yingqing Xu, Sing Bing Kang, David H Salesin, Yunhe Pan, and Heung-Yeung Shum · 2006
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Image vectorization using optimized gradient meshes
Jian Sun, Lin Liang, Fang Wen, and Heung-Yeung Shum · 2007
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Diffusion curves: a vector representation for smooth-shaded images
Alexandrina Orzan, Adrien Bousseau, Holger Winnemöller, Pascal Barla, Joëlle Thollot, and David Salesin · 2008
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Patch-based image vectorization with automatic curvilinear feature alignment
Tian Xia, Binbin Liao, and Yizhou Yu · 2009
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Vectorizing cartoon animations
Song-Hai Zhang, Tao Chen, Yi-Fei Zhang, Shi-Min Hu, and Ralph R. Martin · 2009
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Animated construction of line drawings
Hongbo Fu, Shizhe Zhou, Ligang Liu, and Niloy J Mitra · 2011
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Depixelizing pixel art
Johannes Kopf and Dani Lischinski · 2011
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Slic superpixels compared to state-of-the-art superpixel methods
Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurelien Lucchi, Pascal Fua, and Sabine Süsstrunk · 2012
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A subdivision-based representation for vector image editing
Zicheng Liao, Hugues Hoppe, David Forsyth, and Yizhou Yu · 2012
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Intrinsic images in the wild
Sean Bell, Kavita Bala, and Noah Snavely · 2014
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Vectorising bitmaps into semi-transparent gradient layers
C. Richardt, J. Lopez-Moreno, A. Bousseau, M. Agrawala, and G. Drettakis · 2014
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Hierarchical diffusion curves for accurate automatic image vectorization
Guofu Xie, Xin Sun, Xin Tong, and Derek Nowrouzezahrai · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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Fidelity vs. simplicity: a global approach to line drawing vectorization
Jean-Dominique Favreau, Florent Lafarge, and Adrien Bousseau · 2016
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Decomposing images into layers via rgb-space geometry
Jianchao Tan, Jyh-Ming Lien, and Yotam Gingold · 2016
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Effective clipart image vectorization through direct optimization of bezigons
Ming Yang, Hongyang Chao, Chi Zhang, Jun Guo, Lu Yuan, and Jian Sun · 2016
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Unmixing-based soft color segmentation for image manipulation
Yağiz Aksoy, Tunç Ozan Aydin, Aljoša Smolić, and Marc Pollefeys · 2017
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Photo2clipart: image abstraction and vectorization using layered linear gradients
Jean-Dominique Favreau, Florent Lafarge, and Adrien Bousseau · 2017
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Palette-based image recoloring using color decomposition optimization
Dreamfusion: Text-to-3d using 2d diffusion
Ben Poole, Ajay Jain, Jonathan T Barron, and Ben Mildenhall · 2022
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Clipgen: A deep generative model for clipart vectorization and synthesis
I-Chao Shen and Bing-Yu Chen · 2022
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Editable image geometric abstraction via neural primitive assembly
Ye Chen, Bingbing Ni, Xuanhong Chen, and Zhangli Hu · 2023
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Image vectorization and editing via linear gradient layer decomposition
Zheng-Jun Du, Liang-Fu Kang, Jianchao Tan, Yotam Gingold, and Kun Xu · 2023
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Image vectorization: a review, 2023
Maria Dziuba, Ivan Jarsky, Valeria Efimova, and Andrey Filchenkov · 2023
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Delta denoising score
Amir Hertz, Kfir Aberman, and Daniel Cohen-Or · 2023
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Qing Zhang, Chunxia Xiao, Hanqiu Sun, and Feng Tang · 2017
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Perception-driven semi-structured boundary vectorization
Shayan Hoshyari, Edoardo Alberto Dominici, Alla Sheffer, Nathan Carr, Zhaowen Wang, Duygu Ceylan, and I-Chao Shen · 2018
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Decomposing images into layers with advanced color blending
Yuki Koyama and Masataka Goto · 2018
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Single image reflection separation with perceptual losses
Xuaner Zhang, Ren Ng, and Qifeng Chen · 2018
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Inverse diffusion curves using shape optimization
Shuang Zhao, Frédo Durand, and Changxi Zheng · 2018
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An improved geometric approach for palette‐based image decomposition and recoloring
Yili Wang, Yifan Liu, and Kun Xu · 2019
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Polyfit: perception-aligned vectorization of raster clip-art via intermediate polygonal fitting
Edoardo Alberto Dominici, Nico Schertler, Jonathan Griffin, Shayan Hoshyari, Leonid Sigal, and Alla Sheffer · 2020
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Single image reflection separation via component synergy
Qiming Hu and Xiaojie Guo · 2023
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Vectorfusion: Text-to-svg by abstracting pixel-based diffusion models
Ajay Jain, Amber Xie, and Pieter Abbeel · 2023
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Segment anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
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Luciddreamer: Towards high-fidelity text-to-3d generation via interval score matching
Yixun Liang, Xin Yang, Jiantao Lin, Haodong Li, Xiaogang Xu, and Yingcong Chen · 2023
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Iconshop: Text-guided vector icon synthesis with autoregressive transformers
Ronghuan Wu, Wanchao Su, Kede Ma, and Jing Liao · 2023
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Towards high-fidelity artistic image vectorization via texture-encapsulated shape parameterization
Ye Chen, Bingbing Ni, Jinfan Liu, Xiaoyang Huang, and Xuanhong Chen · 2024
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Supersvg: Superpixel-based scalable vector graphics synthesis
Teng Hu, Ran Yi, Baihong Qian, Jiangning Zhang, Paul L Rosin, and Yu-Kun Lai · 2024
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Processpainter: Learn painting process from sequence data
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Marvel: Raster gray-level manga vectorization via primitive-wise deep reinforcement learning
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A survey of smooth vector graphics: Recent advances in representation, creation, rasterization, and image vectorization
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Transparent image layer diffusion using latent transparency
Lvmin Zhang and Maneesh Agrawala · 2024
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Text-to-vector generation with neural path representation
Peiying Zhang, Nanxuan Zhao, and Jing Liao · 2024
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Segmentation-guided layer-wise image vectorization with gradient fills
Hengyu Zhou, Hui Zhang, and Bin Wang · 2024
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Samvg: A multi-stage image vectorization model with the segment-anything model
Haokun Zhu, Juang Ian Chong, Teng Hu, Ran Yi, Yu-Kun Lai, and Paul L Rosin · 2024
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