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6篇 您的检索式：作者名="Berwal"

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		题名	作者	年代	出处	被引量
	1	Performance analysis of deep learning CNN models for disease detection in plants using image segmentation显示文摘Food security for the 7 billion people on earth requires minimizing crop damage by timely detectionofdiseases.Most deep learningmodels forautomated detectionof diseases in plants suffer fromthe fatal flaw that once tested on independent data,their performance drops significantly.This work investigates a potential solution to this problem by using segmented image data to train the convolutional neural network(CNN)models.As compared to the F-CNN model trained using full images,S-CNN model trained using segmented imagesmore than doubles in performance to 98.6%accuracy when tested on independent data previously unseen by the models even with 10 disease classes.Not only this,by using tomato plant and target spot disease type as an example,we show that the confidence of self-classification for S-CNN model improves significantly over F-CNN model.This research work brings applicability of automated methods closer to non-experts for timely detection of diseases.	Parul Sharma Yash Paul Singh Berwal Wiqas Ghai	2020	Information Processing in Agriculture2020，7，4：	5
	2	Probiotics: Healthy bugs and nourishing elements of diet显示文摘	Vijayendra Pandey Vikas Berwal Neeraj Solanki Narender Malik	2015	Journal of International Society of Preventive and Community Dentistry2015，，2：	1
	3	Molds as protective cultures for raw dry sausages显示文摘		1994	Journal of food protection1994，57，10：	1
	4	Molds as protective cultures for raw dry sausages显示文摘	BERWAL J S DINCHEV D	1994	Food Protection1994，57，：	1
	5	Molds as protective cultures for raw dry sausages显示文摘	BERWAL J S	1994	Journal of Food Protection1994，57，10：	1
	6	Plasmodiumfalciparum: enhanced soluble expression, purification and biochemical characterization of lactate dehydrogenase 显示文摘	Berwal R Gopalan N Chandel K ct al	2008	Exp Parasitol2008，120，2：	1

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