Concepedia

A survey on deep learning techniques for image and video semantic segmentation

Alberto García-García, Sergio Orts‐Escolano, Sergiu Oprea, Víctor Villena-Martínez, Pablo Martínez-González, José García‐Rodríguez

Applied Soft Computing · 2018 · 1.5K citations · 110 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningImage SegmentationObject DetectionRepresentation LearningScene UnderstandingSemantic SegmentationConvolutional Neural Network SegmentationDeep Edge DetectionFully Convolutional NetworksVideo SegmentationVideo Semantic Segmentation

References

110

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12