{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T10:11:07Z","timestamp":1753438267294,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,2,18]],"date-time":"2022-02-18T00:00:00Z","timestamp":1645142400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,2,18]]},"DOI":"10.1145\/3529836.3529847","type":"proceedings-article","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T20:27:55Z","timestamp":1655843275000},"page":"419-423","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["SGCNN for 3D Point Cloud Classification"],"prefix":"10.1145","author":[{"given":"Shiyun","family":"Liu","sequence":"first","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai Key Laboratory of Navigation and Location-Based Services, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongrui","family":"Liu","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai Key Laboratory of Navigation and Location-Based Services, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuanchuan","family":"Chen","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai Key Laboratory of Navigation and Location-Based Services, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changqing","family":"Xu","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai Key Laboratory of Navigation and Location-Based Services, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,6,21]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Matan Atzmon Haggai Maron and Yaron Lipman. 2018. Point convolutional neural networks by extension operators. arXiv preprint arXiv:1803.10091(2018).  Matan Atzmon Haggai Maron and Yaron Lipman. 2018. Point convolutional neural networks by extension operators. arXiv preprint arXiv:1803.10091(2018)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2018.2850061"},{"key":"e_1_3_2_1_3_1","unstructured":"Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy and Alan\u00a0L Yuille. 2014. Semantic image segmentation with deep convolutional nets and fully connected crfs. arXiv preprint arXiv:1412.7062(2014).  Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy and Alan\u00a0L Yuille. 2014. Semantic image segmentation with deep convolutional nets and fully connected crfs. arXiv preprint arXiv:1412.7062(2014)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9197503"},{"key":"e_1_3_2_1_5_1","volume-title":"Deep learning for 3d point clouds: A survey","author":"Guo Yulan","year":"2020","unstructured":"Yulan Guo , Hanyun Wang , Qingyong Hu , Hao Liu , Li Liu , and Mohammed Bennamoun . 2020. Deep learning for 3d point clouds: A survey . IEEE transactions on pattern analysis and machine intelligence ( 2020 ). Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, and Mohammed Bennamoun. 2020. Deep learning for 3d point clouds: A survey. IEEE transactions on pattern analysis and machine intelligence (2020)."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00109"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00503"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00979"},{"key":"e_1_3_2_1_9_1","volume-title":"Pointcnn: Convolution on x-transformed points. Advances in neural information processing systems 31","author":"Li Yangyan","year":"2018","unstructured":"Yangyan Li , Rui Bu , Mingchao Sun , Wei Wu , Xinhan Di , and Baoquan Chen . 2018 . Pointcnn: Convolution on x-transformed points. Advances in neural information processing systems 31 (2018), 820\u2013830. Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Xinhan Di, and Baoquan Chen. 2018. Pointcnn: Convolution on x-transformed points. Advances in neural information processing systems 31 (2018), 820\u2013830."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00187"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018778"},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR).","author":"Qi R.","year":"2017","unstructured":"Charles\u00a0 R. Qi , Hao Su , Kaichun Mo , and Leonidas\u00a0 J. Guibas . 2017 . PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Charles\u00a0R. Qi, Hao Su, Kaichun Mo, and Leonidas\u00a0J. Guibas. 2017. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)."},{"key":"e_1_3_2_1_13_1","unstructured":"Charles\u00a0R Qi Li Yi Hao Su and Leonidas\u00a0J Guibas. 2017. Pointnet++: Deep hierarchical feature learning on point sets in a metric space. arXiv preprint arXiv:1706.02413(2017).  Charles\u00a0R Qi Li Yi Hao Su and Leonidas\u00a0J Guibas. 2017. Pointnet++: Deep hierarchical feature learning on point sets in a metric space. arXiv preprint arXiv:1706.02413(2017)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00478"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.11"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00651"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00167"},{"key":"e_1_3_2_1_18_1","volume-title":"Visualizing data using t-SNE.Journal of machine learning research 9, 11","author":"Maaten Laurens Van\u00a0der","year":"2008","unstructured":"Laurens Van\u00a0der Maaten and Geoffrey Hinton . 2008. Visualizing data using t-SNE.Journal of machine learning research 9, 11 ( 2008 ). Laurens Van\u00a0der Maaten and Geoffrey Hinton. 2008. Visualizing data using t-SNE.Journal of machine learning research 9, 11 (2008)."},{"key":"e_1_3_2_1_19_1","volume-title":"Dynamic graph cnn for learning on point clouds. Acm Transactions On Graphics (tog) 38, 5","author":"Wang Yue","year":"2019","unstructured":"Yue Wang , Yongbin Sun , Ziwei Liu , Sanjay\u00a0 E Sarma , Michael\u00a0 M Bronstein , and Justin\u00a0 M Solomon . 2019. Dynamic graph cnn for learning on point clouds. Acm Transactions On Graphics (tog) 38, 5 ( 2019 ), 1\u201312. Yue Wang, Yongbin Sun, Ziwei Liu, Sanjay\u00a0E Sarma, Michael\u00a0M Bronstein, and Justin\u00a0M Solomon. 2019. Dynamic graph cnn for learning on point clouds. Acm Transactions On Graphics (tog) 38, 5 (2019), 1\u201312."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00985"},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 1912\u20131920","author":"Wu Zhirong","year":"2015","unstructured":"Zhirong Wu , Shuran Song , Aditya Khosla , Fisher Yu , Linguang Zhang , Xiaoou Tang , and Jianxiong Xiao . 2015 . 3d shapenets: A deep representation for volumetric shapes . In Proceedings of the IEEE conference on computer vision and pattern recognition. 1912\u20131920 . Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, and Jianxiong Xiao. 2015. 3d shapenets: A deep representation for volumetric shapes. In Proceedings of the IEEE conference on computer vision and pattern recognition. 1912\u20131920."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_6"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00344"},{"key":"e_1_3_2_1_24_1","unstructured":"Fisher Yu and Vladlen Koltun. 2015. Multi-scale context aggregation by dilated convolutions. arXiv preprint arXiv:1511.07122(2015).  Fisher Yu and Vladlen Koltun. 2015. Multi-scale context aggregation by dilated convolutions. arXiv preprint arXiv:1511.07122(2015)."},{"key":"e_1_3_2_1_25_1","unstructured":"Kuangen Zhang Ming Hao Jing Wang Clarence\u00a0W de Silva and Chenglong Fu. 2019. Linked dynamic graph cnn: Learning on point cloud via linking hierarchical features. arXiv preprint arXiv:1904.10014(2019).  Kuangen Zhang Ming Hao Jing Wang Clarence\u00a0W de Silva and Chenglong Fu. 2019. Linked dynamic graph cnn: Learning on point cloud via linking hierarchical features. arXiv preprint arXiv:1904.10014(2019)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462291"}],"event":{"name":"ICMLC 2022: 2022 14th International Conference on Machine Learning and Computing","acronym":"ICMLC 2022","location":"Guangzhou China"},"container-title":["2022 14th International Conference on Machine Learning and Computing (ICMLC)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3529836.3529847","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3529836.3529847","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:31:25Z","timestamp":1750188685000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3529836.3529847"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,18]]},"references-count":26,"alternative-id":["10.1145\/3529836.3529847","10.1145\/3529836"],"URL":"https:\/\/doi.org\/10.1145\/3529836.3529847","relation":{},"subject":[],"published":{"date-parts":[[2022,2,18]]},"assertion":[{"value":"2022-06-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}