1 | initial version |
See for example PICO N. Markus, M. Frljak, I. S. Pandzic, J. Ahlberg and R. Forchheimer, "Object Detection with Pixel Intensity Comparisons Organized in Decision Trees", http://arxiv.org/abs/1305.4537
implementation: https://github.com/nenadmarkus/pico
Also, you can see here (http://vis-www.cs.umass.edu/fddb/results.html) a face detection data set and benchmarks. Based on the ROC curves, best two algorithms seems to be (if I'm not wrong):
Faceness (From Facial Parts Responses to Face Detection: A Deep Learning Approach http://arxiv.org/pdf/1509.06451.pdf)
DP2MFD (A Deep Pyramid Deformable Part Model for Face Detection http://arxiv.org/pdf/1508.04389v1.pdf)
(both based on deep learning)
2 | No.2 Revision |
See for example PICO
PICO
N. Markus, M. Frljak, I. S. Pandzic, J. Ahlberg and R. Forchheimer, "Object Detection with Pixel Intensity Comparisons Organized in Decision Trees", http://arxiv.org/abs/1305.4537
implementation: https://github.com/nenadmarkus/pico
Also, you can see here (http://vis-www.cs.umass.edu/fddb/results.html) a face detection data set and benchmarks. Based on the ROC curves, best two algorithms seems to be (if I'm not wrong):
Faceness (From Facial Parts Responses to Face Detection: A Deep Learning Approach http://arxiv.org/pdf/1509.06451.pdf)
DP2MFD (A Deep Pyramid Deformable Part Model for Face Detection http://arxiv.org/pdf/1508.04389v1.pdf)
(both based on deep learning)
3 | No.3 Revision |
See for example PICO
N. Markus, M. Frljak, I. S. Pandzic, J. Ahlberg and R. Forchheimer, "Object Detection with Pixel Intensity Comparisons Organized in Decision Trees", http://arxiv.org/abs/1305.4537
implementation: https://github.com/nenadmarkus/pico
Also, you can see here (http://vis-www.cs.umass.edu/fddb/results.html) a face detection data set and benchmarks.
Based on the ROC curves, best two algorithms seems seem to be (if I'm not wrong):
Faceness (From Facial Parts Responses to Face Detection: A Deep Learning Approach http://arxiv.org/pdf/1509.06451.pdf)
DP2MFD (A Deep Pyramid Deformable Part Model for Face Detection http://arxiv.org/pdf/1508.04389v1.pdf)
(both based on deep learning)