Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322735331> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4322735331 abstract "Wildfire, also known as forest fire, is fire that usually occur in forests and are difficult to control. If it could be detected and suppressed at an early stage (mainly smoke and flames), it has important meaning for reducing the loss. With the attention of relevant researchers, wildfire detection technology has become more and more advanced, from traditional manual monitoring to traditional target detection to sensor detection and infrared detection, etc. The various detection methods involved still have problems such as slow detection speed, low accuracy, easy interference and high cost. In this paper, SSD, an advanced target detection method, was chosen from deep learning algorithms. Three independent SSD networks are built with VGG16, MobileNet v2, and EfficientNet b3 as the backbone. The experimental results show that the mAP (mean Average Precision) of VGG16-SSD is 95.34%, which is 4.76% higher than MobileNet v2-SSD and 4.53% higher than EfficientNet b3-SSD. Therefore, VGG16-SSD can effectively detect wildfires in the early stages." @default.
- W4322735331 created "2023-03-03" @default.
- W4322735331 creator A5007965573 @default.
- W4322735331 creator A5013736647 @default.
- W4322735331 creator A5016231511 @default.
- W4322735331 creator A5018748194 @default.
- W4322735331 creator A5040794386 @default.
- W4322735331 creator A5083210367 @default.
- W4322735331 date "2023-03-01" @default.
- W4322735331 modified "2023-09-26" @default.
- W4322735331 title "Research on Image-based wildfire intelligent detection method" @default.
- W4322735331 cites W2024770522 @default.
- W4322735331 cites W2092010824 @default.
- W4322735331 cites W2128535615 @default.
- W4322735331 cites W2138505895 @default.
- W4322735331 cites W2141551738 @default.
- W4322735331 cites W2508764147 @default.
- W4322735331 cites W2604708133 @default.
- W4322735331 cites W2975479989 @default.
- W4322735331 cites W2998269827 @default.
- W4322735331 cites W3037485096 @default.
- W4322735331 cites W3099079911 @default.
- W4322735331 doi "https://doi.org/10.1117/12.2667234" @default.
- W4322735331 hasPublicationYear "2023" @default.
- W4322735331 type Work @default.
- W4322735331 citedByCount "0" @default.
- W4322735331 crossrefType "proceedings-article" @default.
- W4322735331 hasAuthorship W4322735331A5007965573 @default.
- W4322735331 hasAuthorship W4322735331A5013736647 @default.
- W4322735331 hasAuthorship W4322735331A5016231511 @default.
- W4322735331 hasAuthorship W4322735331A5018748194 @default.
- W4322735331 hasAuthorship W4322735331A5040794386 @default.
- W4322735331 hasAuthorship W4322735331A5083210367 @default.
- W4322735331 hasConcept C108583219 @default.
- W4322735331 hasConcept C127162648 @default.
- W4322735331 hasConcept C127313418 @default.
- W4322735331 hasConcept C127413603 @default.
- W4322735331 hasConcept C153180895 @default.
- W4322735331 hasConcept C154945302 @default.
- W4322735331 hasConcept C170154142 @default.
- W4322735331 hasConcept C2776151529 @default.
- W4322735331 hasConcept C2780836893 @default.
- W4322735331 hasConcept C32022120 @default.
- W4322735331 hasConcept C39432304 @default.
- W4322735331 hasConcept C41008148 @default.
- W4322735331 hasConcept C62649853 @default.
- W4322735331 hasConcept C76155785 @default.
- W4322735331 hasConceptScore W4322735331C108583219 @default.
- W4322735331 hasConceptScore W4322735331C127162648 @default.
- W4322735331 hasConceptScore W4322735331C127313418 @default.
- W4322735331 hasConceptScore W4322735331C127413603 @default.
- W4322735331 hasConceptScore W4322735331C153180895 @default.
- W4322735331 hasConceptScore W4322735331C154945302 @default.
- W4322735331 hasConceptScore W4322735331C170154142 @default.
- W4322735331 hasConceptScore W4322735331C2776151529 @default.
- W4322735331 hasConceptScore W4322735331C2780836893 @default.
- W4322735331 hasConceptScore W4322735331C32022120 @default.
- W4322735331 hasConceptScore W4322735331C39432304 @default.
- W4322735331 hasConceptScore W4322735331C41008148 @default.
- W4322735331 hasConceptScore W4322735331C62649853 @default.
- W4322735331 hasConceptScore W4322735331C76155785 @default.
- W4322735331 hasLocation W43227353311 @default.
- W4322735331 hasOpenAccess W4322735331 @default.
- W4322735331 hasPrimaryLocation W43227353311 @default.
- W4322735331 hasRelatedWork W2773120646 @default.
- W4322735331 hasRelatedWork W2908939556 @default.
- W4322735331 hasRelatedWork W2968299681 @default.
- W4322735331 hasRelatedWork W2970686063 @default.
- W4322735331 hasRelatedWork W3122799380 @default.
- W4322735331 hasRelatedWork W3201484345 @default.
- W4322735331 hasRelatedWork W3210378990 @default.
- W4322735331 hasRelatedWork W4254103348 @default.
- W4322735331 hasRelatedWork W4283529202 @default.
- W4322735331 hasRelatedWork W4285335027 @default.
- W4322735331 isParatext "false" @default.
- W4322735331 isRetracted "false" @default.
- W4322735331 workType "article" @default.