Concepedia

Deep Convolutional Neural Networks for pedestrian detection

Denis Tomè, Federico Monti, Luca Baroffio, Luca Bondi, Marco Tagliasacchi, Stefano Tubaro

Signal Processing Image Communication · 2016 · 222 citations · 28 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningObject DetectionObject RecognitionRepresentation LearningTraffic Sign RecognitionAutomated Pedestrian DetectionConvolutional Neural Network DetectionConvolutional Neural NetworksPedestrian DetectionPedestrian Tracking

References

28

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

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Histograms of Oriented Gradients for Human Detection

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

Computing, Computer Science, Computer Vision +16

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

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

Computing, Cloud Computing, Computer Science +16