Concepedia

Human body part estimation from depth images via spatially-constrained deep learning

Mingyuan Jiu, Christian Wolf, Graham W. Taylor, Atilla Baskurt

Pattern Recognition Letters · 2013 · 35 citations · 23 references

Open access

Concepts

ComputingComputer ScienceRobotics EngineeringBiomedical ImagingComputer VisionMachine Vision3D ReconstructionDeep LearningDepth EstimationPose EstimationScene ReconstructionScene Understanding3D Pose EstimationArticulated Pose EstimationBody Part RepresentationBody Pose EstimationHuman Body ReconstructionHuman Pose Estimation

References

23

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

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 55.3K citations

Computing, Computer Science, Computer Vision +16

Histograms of Oriented Gradients for Human Detection

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

Computing, Computer Science, Computer Vision +16

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14