Concepedia

Identifying plant disease and severity from leaves: A deep multitask learning framework using triple-branch Swin Transformer and deep supervision

Bin Yang, Zhulian Wang, Jinyuan Guo, Lili Guo, Qiaokang Liang, Qiu Zeng, Ruiyuan Zhao, Jianwu Wang, Caihong Li

Computers and Electronics in Agriculture · 2023 · 60 citations · 37 references

Concepts

AgriculturePlant PathologyPlant SciencesPlant Disease DiagnosisPlant Disease ManagementDisease AssessmentDisease DetectionDisease DiagnosisDisease Severity AssessmentPlant Stress DetectionSymptom RecognitionDeep Learning-based DiagnosisDeep Learning-based IdentificationLeaf Symptom RecognitionLeaf-level Disease ScoringMulti-task Deep LearningMulti-task Neural NetworksMultitask LearningPlant Disease Symptoms

References

37

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

Deep learning models for plant disease detection and diagnosis

Konstantinos P. Ferentinos · Computers and Electronics in Agriculture · 2018 · 3.1K citations

Agriculture, Plant Pathology, Plant Sciences +14

IEEE Transactions on Neural Networks and Learning Systems

IEEE Computational Intelligence Magazine · 2013 · 1.6K citations

Computing, Computer Engineering, Computer Science +16

Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning

Guan Wang, Yu Sun, Jianxin Wang · Computational Intelligence and Neuroscience · 2017 · 734 citations · Full text

Computing, Computer Science, Plant Pathology +17