A scene segmentation algorithm combining the body and the edge of the object

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14

Are we ready for autonomous driving? The KITTI vision benchmark suite

Andreas Geiger, P Lenz, R. Urtasun · 2012 · 14.4K citations

Computing, Autonomous Systems, Computer Science +12

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16

Non-local Neural Networks

Xiaolong Wang, Ross Girshick, Abhinav Gupta et al. · 2018 · 11.2K citations

Computing, Computer Science, Computer Vision +11