Traffic Surveillance Workshop and Challenge


A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition
Faezeh Tafazzoli,
Hichem Frigui,
Keishin Nishiyama
[pdf]
[bibtex]
@InProceedings{Tafazzoli_2017_CVPR_Workshops,
author = {Tafazzoli, Faezeh and Frigui, Hichem and Nishiyama, Keishin},
title = {A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Evaluating State-Of-The-Art Object Detector on Challenging Traffic Light Data
Morten B. Jensen,
Kamal Nasrollahi,
Thomas B. Moeslund
[pdf]
[bibtex]
@InProceedings{Jensen_2017_CVPR_Workshops,
author = {Jensen, Morten B. and Nasrollahi, Kamal and Moeslund, Thomas B.},
title = {Evaluating State-Of-The-Art Object Detector on Challenging Traffic Light Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Slot Cars: 3D Modelling for Improved Visual Traffic Analytics
Eduardo R. Corral-Soto,
James H. Elder
[pdf]
[bibtex]
@InProceedings{Corral-Soto_2017_CVPR_Workshops,
author = {Corral-Soto, Eduardo R. and Elder, James H.},
title = {Slot Cars: 3D Modelling for Improved Visual Traffic Analytics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

A Cost-Effective Framework for Automated Vehicle-Pedestrian Near-Miss Detection Through Onboard Monocular Vision
Ruimin Ke,
Jerome Lutin,
Jerry Spears,
Yinhai Wang
[pdf]
[bibtex]
@InProceedings{Ke_2017_CVPR_Workshops,
author = {Ke, Ruimin and Lutin, Jerome and Spears, Jerry and Wang, Yinhai},
title = {A Cost-Effective Framework for Automated Vehicle-Pedestrian Near-Miss Detection Through Onboard Monocular Vision},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

EDeN: Ensemble of Deep Networks for Vehicle Classification
Rajkumar Theagarajan,
Federico Pala,
Bir Bhanu
[pdf]
[bibtex]
@InProceedings{Theagarajan_2017_CVPR_Workshops,
author = {Theagarajan, Rajkumar and Pala, Federico and Bhanu, Bir},
title = {EDeN: Ensemble of Deep Networks for Vehicle Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image
Pyong-Kun Kim,
Kil-Taek Lim
[pdf]
[bibtex]
@InProceedings{Kim_2017_CVPR_Workshops,
author = {Kim, Pyong-Kun and Lim, Kil-Taek},
title = {Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks
Jong Taek Lee,
Yunsu Chung
[pdf]
[bibtex]
@InProceedings{Lee_2017_CVPR_Workshops,
author = {Taek Lee, Jong and Chung, Yunsu},
title = {Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Efficient Scene Layout Aware Object Detection for Traffic Surveillance
Tao Wang,
Xuming He,
Songzhi Su,
Yin Guan
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR_Workshops,
author = {Wang, Tao and He, Xuming and Su, Songzhi and Guan, Yin},
title = {Efficient Scene Layout Aware Object Detection for Traffic Surveillance},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

ResNet-Based Vehicle Classification and Localization in Traffic Surveillance Systems
Heechul Jung,
Min-Kook Choi,
Jihun Jung,
Jin-Hee Lee,
Soon Kwon,
Woo Young Jung
[pdf]
[bibtex]
@InProceedings{Jung_2017_CVPR_Workshops,
author = {Jung, Heechul and Choi, Min-Kook and Jung, Jihun and Lee, Jin-Hee and Kwon, Soon and Young Jung, Woo},
title = {ResNet-Based Vehicle Classification and Localization in Traffic Surveillance Systems},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}