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We introduce SketchGNN, a convolutional graph neural network for semantic segmentation and labeling of freehand vector sketches.
A Comprehensive Survey on Graph Neural Networks
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, and Philip S. Yu. 2019 · 1901
Earlier work this paper cites.
Laws of Organization in Perceptual Forms
Max Wertheimer. 1938 · 1938
Earlier work this paper cites.
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing . 1957–1967
Joost Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, and Khalil Sima’an. 2017 · 1967
Earlier work this paper cites.
Algorithms for the reduction of the number of points required to represent a line or its caricature
David H. Douglas and Thomas K. Peucker. 1973 · 1973
Earlier work this paper cites.
A Computational Approach to Edge Detection
Canny and John. 1986 · 1986
Earlier work this paper cites.
Combining geometry and domain knowledge to interpret hand-drawn diagrams
Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich, and Kenji Shimada. 2005 · 2005
Earlier work this paper cites.
The Graph Neural Network Model
F. Scarselli, M. Gori, A. C. Tsoi, M. Hagenbuchner, and G. Monfardini. 2009 · 2009
Earlier work this paper cites.
Relational Learning via Latent Social Dimensions. In Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining . 817–826
Lei Tang and Huan Liu. 2009 · 2009
Earlier work this paper cites.
How Do Humans Sketch Objects?
Mathias Eitz, James Hays, and Marc Alexa. 2012a · 2012
Earlier work this paper cites.
Sketch-Based Shape Retrieval
Mathias Eitz, Ronald Richter, Tamy Boubekeur, Kristian Hildebrand, and Marc Alexa. 2012b · 2012
Earlier work this paper cites.
Smart Scribbles for Sketch Segmentation
Gioacchino Noris, Daniel Sykora, A. Shamir, Stelian Coros, Brian Whited, Maryann Simmons, Alexander Hornung, Markus H. Gross, and Robert W. Sumner. 2012 · 2012
Earlier work this paper cites.
Sketching by perceptual grouping. In 2013 IEEE International Conference on Image Processing . 270–274
Yonggang Qi, Jun Guo, Yi Li, Honggang Zhang, Tao Xiang, and Yi-Zhe Song. 2013 · 2013
Earlier work this paper cites.
Sketch-to-Design: Context-Based Part Assembly
Xiaohua Xie, Kai Xu, Niloy Mitra, Daniel Cohen-Or, Wenyong Gong, Qi Su, and Baoquan Chen. 2013 · 2013
Earlier work this paper cites.
Sketch2Scene: Sketch-based Co-retrieval and Co-placement of 3D Models
Kun Xu, Chen Kang, Hongbo Fu, Wei-Lun Sun, and Shi-Min Hu. 2013 · 2013
Earlier work this paper cites.
Data-driven Segmentation and Labeling of Freehand Sketches
Zhe Huang, Hongbo Fu, and Rynson W. H. Lau. 2014 · 2014
Earlier work this paper cites.
A flexible framework for online document segmentation by pairwise stroke distance learning
Adrien Delaye and Kibok Lee. 2015 · 2015
Cited alongside, same era.
cLuster: Smart Clustering of Free-Hand Sketches on Large Interactive Surfaces. In Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology . 37–46
Florian Perteneder, Martin Bresler, Eva Maria Grossauer, Joanne Leong, and Michael Haller. 2015 · 2015
Cited alongside, same era.
Im2Sketch: Sketch generation by unconflicted perceptual grouping
Yonggang Qi, Jun Guo, Yi-Zhe Song, Tao Xiang, Honggang Zhang, and Zheng-Hua Tan. 2015 · 2015
Cited alongside, same era.
Making Better Use of Edges via Perceptual Grouping. In 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . 1856–1865
Yonggang Qi, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Timothy Hospedales, Yi Li, and Jun Guo. 2015 · 2015
Cited alongside, same era.
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michal Defferrard, Xavier Bresson, and Pierre Vandergheynst. 2016 · 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L. Yuille. 2018 · 2018
Later among the works it cites.
A Neural Representation of Sketch Drawings. In 6th International Conference on Learning Representations, ICLR 2018
David Ha and Douglas Eck. 2017 · 2018
Later among the works it cites.
Learning to Sketch with Shortcut Cycle Consistency. In 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . 801–810
Jifei Song, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, and Timothy M. Hospedales. 2018 · 2018
Later among the works it cites.
Sketchsegnet: A Rnn Model for Labeling Sketch Strokes. In 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) . 1–6
Xingyuan Wu, Yonggang Qi, Jun Liu, and Jie Yang. 2018 · 2018
Later among the works it cites.
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Cited alongside, same era.
Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations
Thomas N. Kipf and Max Welling. 2016 · 2016
Cited alongside, same era.
Model-driven sketch reconstruction with structure-oriented retrieval. In SIGGRAPH ASIA 2016 Technical Briefs . 28:1–28:4
Lei Li, Zhe Huang, Changqing Zou, Chiew-Lan Tai, Rynson W. H. Lau, Hao Zhang, Ping Tan, and Hongbo Fu. 2016 · 2016
Cited alongside, same era.
The Sketchy Database: Learning to Retrieve Badly Drawn Bunnies
Patsorn Sangkloy, Nathan Burnell, Cusuh Ham, and James Hays. 2016 · 2016
Cited alongside, same era.
Example-Based Sketch Segmentation and Labeling Using CRFs
Rosália G. Schneider and Tinne Tuytelaars. 2016 · 2016
Cited alongside, same era.
A scalable active framework for region annotation in 3D shape collections
Li Yi, Vladimir G. Kim, Duygu Ceylan, I Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang, Alla Sheffer, and Leonidas Guibas. 2016 · 2016
Cited alongside, same era.
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . 77–85
R. Qi Charles, Su Hao, Kaichun Mo, and Leonidas J. Guibas. 2017 · 2017
Cited alongside, same era.
Inductive Representation Learning on Large Graphs. In Proceedings of the 31st International Conference on Neural Information Processing Systems . 1025–1035
William L. Hamilton, Rex Ying, and Jure Leskovec. 2017 · 2017
Cited alongside, same era.
Keyulu Xu, Weihua Hu, Jure Leskovec, and Stefanie Jegelka. 2018a · 2018
Later among the works it cites.
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken Ichi Kawarabayashi, and Stefanie Jegelka. 2018b · 2018
Later among the works it cites.
Graph Convolutional Neural Networks for Web-Scale Recommender Systems. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining . 974–983
Rex Ying, Ruining He, Kaifeng Chen, Pong Eksombatchai, William L. Hamilton, and Jure Leskovec. 2018 · 2018
Later among the works it cites.
Toward Deep Universal Sketch Perceptual Grouper
Ke Li, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, and Honggang Zhang. 2019c · 2019
Later among the works it cites.
Fast Sketch Segmentation and Labeling With Deep Learning
Lei Li, Hongbo Fu, and Chiew-Lan Tai. 2019a · 2019
Later among the works it cites.
SketchSegNet+: An End-to-End Learning of RNN for Multi-Class Sketch Semantic Segmentation. In IEEE Access , Vol. 7. 102717–102726
Yonggang Qi and Zheng-Hua Tan. 2019 · 2019
Later among the works it cites.
Learning Localized Generative Models for 3D Point Clouds via Graph Convolution. In International Conference on Learning Representations
Diego Valsesia, Giulia Fracastoro, and Enrico Magli. 2019 · 2019
Later among the works it cites.
Dynamic Graph CNN for Learning on Point Clouds
Yue Wang, Yongbin Sun, Ziwei Liu, Sanjay E. Sarma, Michael M. Bronstein, and Justin M. Solomon. 2019 · 2019
Later among the works it cites.
2D freehand sketch labeling using CNN and CRF
Xianyi Zhu, Yi Xiao, and Yan Zheng. 2019 · 2019
Later among the works it cites.
Sketch-R2CNN: An RNN-Rasterization-CNN Architecture for Vector Sketch Recognition
Lei Li, Changqing Zou, Youyi Zheng, Qingkun Su, and Chiew Lan Tai. 2020 · 2020
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