article Open AccessTop 1% cited
Towards better exploiting convolutional neural networks for remote sensing scene classification
Pattern Recognition · 2016 · Vol. 61 · pp. 539–556
Keiller Nogueira✉(Universidade Federal de Minas Gerais)Otávio A. B. PenattiJefersson A. dos Santos(Universidade Federal de Minas Gerais)
Remote-Sensing Image ClassificationAdvanced Image and Video Retrieval TechniquesVideo Surveillance and Tracking MethodsComputer scienceConvolutional neural networkArtificial intelligenceFeature (linguistics)Pattern recognition (psychology)Feature extractionMachine learningSupport vector machineArtificial neural networkPoint (geometry)
Funding
- Conselho Nacional de Desenvolvimento Científico e Tecnológico
Citations
904
FWCI
107.17
field-weighted impact
References
84
Percentile
100%
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Citations per year
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References
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Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
Remote Sensing · 2015 · 1,197 citations
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision · 2004 · 54,768 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Color indexing
International Journal of Computer Vision · 1991 · 5,571 citations
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