Weed identification in soybean seedling stage based on UAV images and Faster R-CNN

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

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Face detection using deep learning: An improved faster RCNN approach

Xudong Sun, Pengcheng Wu, Steven C. H. Hoi · Neurocomputing · 2018 · 706 citations · Full text

Computing, Computer Science, Computer Vision +16

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

Performance of deep learning models for classifying and detecting common weeds in corn and soybean production systems

Aanis Ahmad, Dharmendra Saraswat, Varun Aggarwal et al. · Computers and Electronics in Agriculture · 2021 · 193 citations

Agriculture, Agronomy, Computer Science +16

A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field

Kunlin Zou, Xin Chen, Yonglin Wang et al. · Computers and Electronics in Agriculture · 2021 · 142 citations

Agriculture, Computer Science, Weed Science +11