articleTop 1% cited
A Brief Survey on Semantic Segmentation with Deep Learning
Neurocomputing · 2020 · Vol. 406 · pp. 302–321
Shijie Hao(Hefei University of Technology)Yuan Zhou(Hefei University of Technology)Yanrong Guo✉(Hefei University of Technology)
Advanced Neural Network ApplicationsMultimodal Machine Learning ApplicationsAdvanced Image and Video Retrieval TechniquesSegmentationComputer scienceDeep learningArtificial intelligenceCategorizationField (mathematics)Task (project management)Machine learningNatural language processing
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569
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414
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References
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Selective Search for Object Recognition
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"GrabCut"
ACM Transactions on Graphics · 2004 · 5,749 citations
Random Walks for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 2,617 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21,645 citations
Semantic Understanding of Scenes Through the ADE20K Dataset
International Journal of Computer Vision · 2018 · 1,599 citations
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