Concepedia

Leaf image based plant disease identification using transfer learning and feature fusion

Xijian Fan, Peng Luo, Yuen Mu, Rui Zhou, Tardi Tjahjadi, Yi Ren

Computers and Electronics in Agriculture · 2022 · 183 citations · 36 references

Concepts

AgriculturePlant PathologyPlant SciencesFeature EngineeringPlant Disease DiagnosisPlant Disease ManagementDisease AssessmentDisease DiagnosisPlant Disease ResistanceSymptom RecognitionCrop Disease ClassificationDeep Learning-based IdentificationFeature FusionFeature Map FusionLeaf Symptom RecognitionPlant Pathogen Identification

References

36

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.9K citations · Full text

Computing, Computer Science, Computer Vision +16