YOLO-CORE: Contour Regression for Efficient Instance Segmentation

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 27.9K citations

Object Instance Segmentation, Scene Analysis, Machine Vision +13

The Pascal Visual Object Classes (VOC) Challenge

Mark Everingham, Luc Van Gool, Christopher K. I. Williams et al. · International Journal of Computer Vision · 2009 · 19K citations · Full text

Image Analysis, Machine Vision, Engineering +7

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · arXiv (Cornell University) · 2015 · 18.2K citations · Full text

Region Proposal, Scene Analysis, Image Analysis +15

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · 2018 · 8.3K citations

Cluster Computing, Convolutional Neural Network, Scene Analysis +22