FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313621281> ?p ?o ?g. }

• W4313621281 endingPage "1058" @default.
• W4313621281 startingPage "1037" @default.
• W4313621281 abstract "Plant species recognition is an important research area in image recognition in recent years. However, the existing plant species recognition methods have low recognition accuracy and do not meet professional requirements in terms of recognition accuracy. Therefore, ShuffleNetV2 was improved by combining the current hot concern mechanism, convolution kernel size adjustment, convolution tailoring, and CSP technology to improve the accuracy and reduce the amount of computation in this study. Six convolutional neural network models with sufficient trainable parameters were designed for differentiation learning. The SGD algorithm is used to optimize the training process to avoid overfitting or falling into the local optimum. In this paper, a conventional plant image dataset TJAU10 collected by cell phones in a natural context was constructed, containing 3000 images of 10 plant species on the campus of Tianjin Agricultural University. Finally, the improved model is compared with the baseline version of the model, which achieves better results in terms of improving accuracy and reducing the computational effort. The recognition accuracy tested on the TJAU10 dataset reaches up to 98.3%, and the recognition precision reaches up to 93.6%, which is 5.1% better than the original model and reduces the computational effort by about 31% compared with the original model. In addition, the experimental results were evaluated using metrics such as the confusion matrix, which can meet the requirements of professionals for the accurate identification of plant species." @default.
• W4313621281 created "2023-01-07" @default.
• W4313621281 creator A5023511667 @default.
• W4313621281 creator A5058079530 @default.
• W4313621281 creator A5063182334 @default.
• W4313621281 creator A5064563692 @default.
• W4313621281 creator A5065037360 @default.
• W4313621281 date "2023-01-01" @default.
• W4313621281 modified "2023-10-16" @default.
• W4313621281 title "Research on Plant Species Identification Based on Improved Convolutional Neural Network" @default.
• W4313621281 cites W1988808143 @default.
• W4313621281 cites W2030497069 @default.
• W4313621281 cites W2033888050 @default.
• W4313621281 cites W2076063813 @default.
• W4313621281 cites W2081072138 @default.
• W4313621281 cites W2299333792 @default.
• W4313621281 cites W2411786938 @default.
• W4313621281 cites W2568155635 @default.
• W4313621281 cites W2593911676 @default.
• W4313621281 cites W2603072608 @default.
• W4313621281 cites W2746033354 @default.
• W4313621281 cites W2893880908 @default.
• W4313621281 cites W2897625070 @default.
• W4313621281 cites W2900772371 @default.
• W4313621281 cites W2922509574 @default.
• W4313621281 cites W2963125010 @default.
• W4313621281 cites W2963163009 @default.
• W4313621281 cites W2963420686 @default.
• W4313621281 cites W3005533614 @default.
• W4313621281 cites W3012157499 @default.
• W4313621281 cites W3012470770 @default.
• W4313621281 cites W3024864817 @default.
• W4313621281 cites W3042011474 @default.
• W4313621281 cites W3047011367 @default.
• W4313621281 cites W3090710404 @default.
• W4313621281 cites W3095915808 @default.
• W4313621281 cites W3101584909 @default.
• W4313621281 cites W3115858198 @default.
• W4313621281 cites W3119778491 @default.
• W4313621281 cites W3149839483 @default.
• W4313621281 cites W3159133710 @default.
• W4313621281 cites W3175335170 @default.
• W4313621281 cites W3176680856 @default.
• W4313621281 cites W3205185918 @default.
• W4313621281 cites W3211818220 @default.
• W4313621281 cites W3214752088 @default.
• W4313621281 cites W4200123330 @default.
• W4313621281 cites W4205368656 @default.
• W4313621281 cites W4206351424 @default.
• W4313621281 cites W4211160540 @default.
• W4313621281 cites W4212877362 @default.
• W4313621281 cites W4283691501 @default.
• W4313621281 cites W4285679272 @default.
• W4313621281 cites W4293438950 @default.
• W4313621281 doi "https://doi.org/10.32604/phyton.2023.025343" @default.
• W4313621281 hasPublicationYear "2023" @default.
• W4313621281 type Work @default.
• W4313621281 citedByCount "0" @default.
• W4313621281 crossrefType "journal-article" @default.
• W4313621281 hasAuthorship W4313621281A5023511667 @default.
• W4313621281 hasAuthorship W4313621281A5058079530 @default.
• W4313621281 hasAuthorship W4313621281A5063182334 @default.
• W4313621281 hasAuthorship W4313621281A5064563692 @default.
• W4313621281 hasAuthorship W4313621281A5065037360 @default.
• W4313621281 hasBestOaLocation W43136212811 @default.
• W4313621281 hasConcept C111919701 @default.
• W4313621281 hasConcept C114614502 @default.
• W4313621281 hasConcept C116834253 @default.
• W4313621281 hasConcept C119857082 @default.
• W4313621281 hasConcept C138602881 @default.
• W4313621281 hasConcept C151730666 @default.
• W4313621281 hasConcept C153180895 @default.
• W4313621281 hasConcept C154945302 @default.
• W4313621281 hasConcept C22019652 @default.
• W4313621281 hasConcept C2776091240 @default.
• W4313621281 hasConcept C2779343474 @default.
• W4313621281 hasConcept C33923547 @default.
• W4313621281 hasConcept C41008148 @default.
• W4313621281 hasConcept C45347329 @default.
• W4313621281 hasConcept C50644808 @default.
• W4313621281 hasConcept C59822182 @default.
• W4313621281 hasConcept C74193536 @default.
• W4313621281 hasConcept C81363708 @default.
• W4313621281 hasConcept C86803240 @default.
• W4313621281 hasConcept C98045186 @default.
• W4313621281 hasConceptScore W4313621281C111919701 @default.
• W4313621281 hasConceptScore W4313621281C114614502 @default.
• W4313621281 hasConceptScore W4313621281C116834253 @default.
• W4313621281 hasConceptScore W4313621281C119857082 @default.
• W4313621281 hasConceptScore W4313621281C138602881 @default.
• W4313621281 hasConceptScore W4313621281C151730666 @default.
• W4313621281 hasConceptScore W4313621281C153180895 @default.
• W4313621281 hasConceptScore W4313621281C154945302 @default.
• W4313621281 hasConceptScore W4313621281C22019652 @default.
• W4313621281 hasConceptScore W4313621281C2776091240 @default.
• W4313621281 hasConceptScore W4313621281C2779343474 @default.
• W4313621281 hasConceptScore W4313621281C33923547 @default.
• W4313621281 hasConceptScore W4313621281C41008148 @default.

• next