A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

References

Page 1

	Year	Citations
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningConvolutional Network Depth	2014	75.4K
Fully convolutional networks for semantic segmentation Jonathan Long, Evan Shelhamer, Trevor Darrell	2015	36.2K
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation Ross Girshick, Jeff Donahue, Trevor Darrell, Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionRich Feature Hierarchies	2014	31.2K
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, IEEE Transactions on Pattern Analysis and Machine Intelligence Semantic Image SegmentationConvolutional Neural NetworkScene AnalysisImage AnalysisMachine Learning	2017	21.4K
Proceedings of IEEE International Conference on Computer Vision Image AnalysisMachine VisionEngineeringPattern RecognitionFeature (Computer Vision)	1995	12.9K
Caffe Yangqing Jia, Evan Shelhamer, Jeff Donahue, Convolutional Neural NetworkMachine VisionMachine LearningData ScienceImage Analysis	2014	11.1K
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer, Jonathan Long, Trevor Darrell IEEE Transactions on Pattern Analysis and Machine Intelligence Convolutional Neural NetworkMachine VisionImage AnalysisData ScienceMachine Learning	2016	10.9K
N4ITK: Improved N3 Bias Correction Nicholas J. Tustison, Brian Avants, Philip A. Cook, IEEE Transactions on Medical Imaging Image ReconstructionEngineeringMachine LearningImage AnalysisData Science	2010	6.1K
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, arXiv (Cornell University) Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningSemantic Image Segmentation	2014	3.6K

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