PointRend: Image Segmentation As Rendering

作者: Alexander Kirillov , Yuxin Wu , Kaiming He , Ross Girshick

DOI: 10.1109/CVPR42600.2020.00982

关键词:

摘要: … for efficient high-quality image segmentation of objects and … a unique perspective of image segmentation as a rendering … performs point-based segmentation predictions at adaptively …

参考文章(41)
Koray Kavukcuoglu, Max Jaderberg, Karen Simonyan, Andrew Zisserman, Spatial transformer networks neural information processing systems. ,vol. 28, pp. 2017- 2025 ,(2015)
Ross Girshick, Fast R-CNN international conference on computer vision. pp. 1440- 1448 ,(2015) , 10.1109/ICCV.2015.169
Geoffrey E. Hinton, Vinod Nair, Rectified Linear Units Improve Restricted Boltzmann Machines international conference on machine learning. pp. 807- 814 ,(2010)
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
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
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
Bharath Hariharan, Pablo Arbelaez, Ross Girshick, Jitendra Malik, Hypercolumns for object segmentation and fine-grained localization computer vision and pattern recognition. pp. 447- 456 ,(2015) , 10.1109/CVPR.2015.7298642
Don P. Mitchell, Generating antialiased images at low sampling densities Proceedings of the 14th annual conference on Computer graphics and interactive techniques - SIGGRAPH '87. ,vol. 21, pp. 65- 72 ,(1987) , 10.1145/37401.37410
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
Yann LeCun, Bernhard Boser, John S Denker, Donnie Henderson, Richard E Howard, Wayne Hubbard, Lawrence D Jackel, None, Backpropagation applied to handwritten zip code recognition Neural Computation. ,vol. 1, pp. 541- 551 ,(1989) , 10.1162/NECO.1989.1.4.541