Panoptic Segmentation

作者: Piotr Dollár , Alexander Kirillov , Carsten Rother , Kaiming He , Ross Girshick

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摘要: … Like semantic segmentation, but unlike instance segmentation, we do not require confidence … To produce algorithm outputs for PS, we start from the non-overlapping instance segments …

参考文章(46)
Ronan Collobert, Piotr Dollár, Pedro O. Pinheiro, Learning to segment object candidates neural information processing systems. ,vol. 28, pp. 1990- 1998 ,(2015)
Ross Girshick, Jitendra Malik, Bharath Hariharan, Pablo Arbeláez, Simultaneous Detection and Segmentation european conference on computer vision. pp. 297- 312 ,(2014) , 10.1007/978-3-319-10584-0_20
Min Sun, Byung-soo Kim, Pushmeet Kohli, Silvio Savarese, Relating Things and Stuff via ObjectProperty Interactions IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 36, pp. 1370- 1383 ,(2014) , 10.1109/TPAMI.2013.193
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick, Microsoft COCO: Common Objects in Context Computer Vision – ECCV 2014. pp. 740- 755 ,(2014) , 10.1007/978-3-319-10602-1_48
Jonathan Long, Evan Shelhamer, Trevor Darrell, Fully convolutional networks for semantic segmentation computer vision and pattern recognition. pp. 3431- 3440 ,(2015) , 10.1109/CVPR.2015.7298965
Jan Hosang, Rodrigo Benenson, Piotr Dollar, Bernt Schiele, What Makes for Effective Detection Proposals IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 38, pp. 814- 830 ,(2016) , 10.1109/TPAMI.2015.2465908
P. Dollar, C. Wojek, B. Schiele, P. Perona, Pedestrian Detection: An Evaluation of the State of the Art IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 34, pp. 743- 761 ,(2012) , 10.1109/TPAMI.2011.155
Mark Everingham, S. M. Ali Eslami, Luc Van Gool, Christopher K. I. Williams, John Winn, Andrew Zisserman, The Pascal Visual Object Classes Challenge: A Retrospective International Journal of Computer Vision. ,vol. 111, pp. 98- 136 ,(2015) , 10.1007/S11263-014-0733-5
Régis Vaillant, Christophe Monrocq, Yann LeCun, Original approach for the localisation of objects in images IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 141, pp. 245- 250 ,(1994) , 10.1049/IP-VIS:19941301
Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song-Chun Zhu, Image Parsing: Unifying Segmentation, Detection, and Recognition International Journal of Computer Vision. ,vol. 63, pp. 113- 140 ,(2005) , 10.1007/S11263-005-6642-X