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This paper introduces a novel contour-based approach named deep snake for real-time instance segmentation.
Snakes: Active contour models
Michael Kass, Andrew Witkin, and Demetri Terzopoulos · 1988
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On active contour models and balloons
Laurent D Cohen · 1991
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Active shape models-their training and application
Timothy F Cootes, Christopher J Taylor, David H Cooper, and Jim Graham · 1995
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A robust snake implementation; a dual active contour
Steve R Gunn and Mark S Nixon · 1997
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The pascal visual object classes (voc) challenge
Mark Everingham, Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman · 2010
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Semantic contours from inverse detectors
Bharath Hariharan, Pablo Arbeláez, Lubomir Bourdev, Subhransu Maji, and Jitendra Malik · 2011
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Vision meets robotics: The kitti dataset
Andreas Geiger, Philip Lenz, Christoph Stiller, and Raquel Urtasun · 2013
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Simultaneous detection and segmentation
Bharath Hariharan, Pablo Arbeláez, Ross Girshick, and Jitendra Malik · 2014
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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Fast r-cnn
Ross Girshick · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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The cityscapes dataset for semantic urban scene understanding
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele · 2016
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Instance-aware semantic segmentation via multi-task network cascades
Jifeng Dai, Kaiming He, and Jian Sun · 2016
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Christian Rupprecht, Elizabeth Huaroc, Maximilian Baust, and Nassir Navab · 2016
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Deep watershed transform for instance segmentation
Min Bai and Raquel Urtasun · 2017
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Annotating object instances with a polygon-rnn
Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, and Sanja Fidler · 2017
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Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Straight to shapes: Real-time detection of encoded shapes
Saumya Jetley, Michael Sapienza, Stuart Golodetz, and Philip HS Torr · 2017
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Fully convolutional instance-aware semantic segmentation
Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, and Yichen Wei · 2017
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Sgn: Sequential grouping networks for instance segmentation
Shu Liu, Jiaya Jia, Sanja Fidler, and Raquel Urtasun · 2017
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Extreme clicking for efficient object annotation
Dim P Papadopoulos, Jasper RR Uijlings, Frank Keller, and Vittorio Ferrari · 2017
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Hybrid task cascade for instance segmentation
Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, et al · 2019
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Learning to see the invisible: End-to-end trainable amodal instance segmentation
Patrick Follmann, Rebecca Kö Nig, Philipp Hä Rtinger, Michael Klostermann, and Tobias Bö Ttger · 2019
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Ssap: Single-shot instance segmentation with affinity pyramid
Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, and Kaiqi Huang · 2019
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Mask scoring r-cnn
Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, and Xinggang Wang · 2019
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Can gcns go as deep as cnns?
Guohao Li, Matthias Müller, Ali Thabet, and Bernard Ghanem · 2019
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Fast interactive object annotation with curve-gcn
Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, and Sanja Fidler · 2019
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Pointnet: Deep learning on point sets for 3d classification and segmentation
Charles R Qi, Hao Su, Kaichun Mo, and Leonidas J Guibas · 2017
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Efficient interactive annotation of segmentation datasets with polygon-rnn++
David Acuna, Huan Ling, Amlan Kar, and Sanja Fidler · 2018
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Path aggregation network for instance segmentation
Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, and Jiaya Jia · 2018
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Affinity derivation and graph merge for instance segmentation
Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu, Houqiang Li, and Yan Lu · 2018
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Deep extreme cut: From extreme points to object segmentation
Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset, and Luc Van Gool · 2018
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Learning deep structured active contours end-to-end
Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, and Raquel Urtasun · 2018
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Instance segmentation by jointly optimizing spatial embeddings and clustering bandwidth
Davy Neven, Bert De Brabandere, Marc Proesmans, and Luc Van Gool · 2019
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Pvnet: Pixel-wise voting network for 6dof pose estimation
Sida Peng, Yuan Liu, Qixing Huang, Xiaowei Zhou, and Hujun Bao · 2019
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Amodal instance segmentation with kins dataset
Lu Qi, Li Jiang, Shu Liu, Xiaoyong Shen, and Jiaya Jia · 2019
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Object instance annotation with deep extreme level set evolution
Zian Wang, David Acuna, Huan Ling, Amlan Kar, and Sanja Fidler · 2019
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Explicit shape encoding for real-time instance segmentation
Wenqiang Xu, Haiyang Wang, Fubo Qi, and Cewu Lu · 2019
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Dense reppoints: Representing visual objects with dense point sets
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, and Han Hu · 2019
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Xingyi Zhou, Dequan Wang, and Philipp Krähenbühl · 2019
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Bottom-up object detection by grouping extreme and center points
Xingyi Zhou, Jiacheng Zhuo, and Philipp Krahenbuhl · 2019
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Polarmask: Single shot instance segmentation with polar representation
Enze Xie, Peize Sun, Xiaoge Song, Wenhai Wang, Xuebo Liu, Ding Liang, Chunhua Shen, and Ping Luo · 2020
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