ASIST: Annotation-free synthetic instance segmentation and tracking by adversarial simulations

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

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 42.3K citations

Image Analysis, Machine Vision, Engineering +8

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.7K citations · Full text

Artificial Intelligence, Generative Artificial Intelligence, Engineering +13

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · 2017 · 21.3K citations · Full text

Engineering, Machine Learning, Image-to-image Translation +17

Snakes: Active contour models

Michael Kass, Andrew Witkin, Demetri Terzopoulos · International Journal of Computer Vision · 1988 · 17K citations

Geometric Modeling, Image Analysis, Machine Vision +9