Author:
Zhong Liqun,Li Lingrui,Yang Ge
Funder
National Natural Science Foundation of China
Strategic Priority Research Program of the Chinese Academy of Sciences
Fundamental Research Funds for the Central Universities
Publisher
Springer Science and Business Media LLC
Reference72 articles.
1. Minaee S, Boykov Y, Porikli F, Plaza A, Kehtarnavaz N, Terzopoulos D. Image segmentation using deep learning: a survey. IEEE Trans Pattern Anal Mach Intell. 2021;44(7):3523–42.
2. Garcia-Garcia A, Orts-Escolano S, Oprea S, Villena-Martinez V, Martinez-Gonzalez P, Garcia-Rodriguez J. A survey on deep learning techniques for image and video semantic segmentation. Appl Soft Comput. 2018;70:41–65.
3. Sadanandan SK, Ranefall P, Le Guyader S, Wählby C. Automated training of deep convolutional neural networks for cell segmentation. Sci Rep. 2017;7(1):1–7.
4. Kraus OZ, Ba JL, Frey BJ. Classifying and segmenting microscopy images with deep multiple instance learning. Bioinformatics. 2016;32(12):52–9.
5. Xing F, Xie Y, Su H, Liu F, Yang L. Deep learning in microscopy image analysis: a survey. IEEE Trans Neural Netw Learn Syst. 2017;29(10):4550–68.