CS-net: Conv-simpleformer network for agricultural image segmentation

SegFormer: Simple and Efficient Design for Semantic Segmentation with\n Transformers

Enze Xie, Wenhai Wang, Zhiding Yu et al. · arXiv (Cornell University) · 2021 · 3.3K citations · Full text

Computing, Computer Science, Computer Vision +14

A survey of image processing techniques for plant extraction and segmentation in the field

Esmael Hamuda, Martin Glavin, Edward Jones · Computers and Electronics in Agriculture · 2016 · 579 citations

Agriculture, Plant Sciences, Precision Agriculture +12

An effective CNN and Transformer complementary network for medical image segmentation

Feiniu Yuan, Zhengxiao Zhang, Zhijun Fang · Pattern Recognition · 2022 · 517 citations

Computing, Biomedical Engineering, Radiology +14

Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects

Jiachen Yang, Chenguang Wang, Bin Jiang et al. · IEEE Transactions on Industrial Informatics · 2020 · 255 citations · Full text

Engineering, Computer Science, Manufacturing Engineering +16

A deep learning approach combining instance and semantic segmentation to identify diseases and pests of coffee leaves from in-field images

Lucas M. Tassis, João E. Tozzi de Souza, Renato A. Krohling · Computers and Electronics in Agriculture · 2021 · 165 citations

Agriculture, Plant Pathology, Plant Sciences +17