Concepedia

Learning spatiotemporal representations for human fall detection in surveillance video

Yongqiang Kong, Jianhui Huang, Shanshan Huang, Zhengang Wei, Shengke Wang

Journal of Visual Communication and Image Representation · 2019 · 68 citations · 43 references

Concepts

ComputingComputer ScienceComputer VisionFalls PreventionMachine LearningAction RecognitionFall DetectionFall RiskMotion AnalysisMotion EstimationVideo AnalysisDeep Learning For Fall DetectionFall Event DetectionFall RecognitionMachine Learning For Fall DetectionMotion Representation LearningSpatiotemporal Feature LearningVideo-based Fall Detection

References

43

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

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus et al. · 2015 · 9.7K citations

Computing, Computer Science, Computer Vision +13

Shape matching and object recognition using shape contexts

Serge Belongie, Jitendra Malik, Jan Puzicha · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 6.3K citations

Computing, Computer Science, Computational Geometry +16

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

IEEE Signal Processing Letters · 2016 · 5.1K citations · Full text

Computing, Computer Science, Computer Vision +15