Concepedia

Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network

Sijin Li, Zhi-Qiang Liu, Antoni B. Chan

International Journal of Computer Vision · 2014 · 146 citations · 35 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningMulti-task LearningObject DetectionPose EstimationRepresentation LearningBody Pose EstimationConvolutional Neural Network DetectionConvolutional Neural NetworksHuman Pose EstimationMulti-task Deep LearningMulti-task Learning For Computer VisionMulti-task Neural Networks

References

35

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

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.9K citations · Full text

Computing, Computer Science, Computer Vision +16