NVIDIA AI City Challenge

The 2018 NVIDIA AI City Challenge

Milind Naphade,

Ming-Ching Chang,

Anuj Sharma,

David C. Anastasiu,

Vamsi Jagarlamudi,

Pranamesh Chakraborty,

Tingting Huang,

Shuo Wang,

Ming-Yu Liu,

Rama Chellappa,

Jenq-Neng Hwang,

Siwei Lyu

[pdf]

[bibtex]

@InProceedings{Naphade_2018_CVPR_Workshops,
author = {Naphade, Milind and Chang, Ming-Ching and Sharma, Anuj and Anastasiu, David C. and Jagarlamudi, Vamsi and Chakraborty, Pranamesh and Huang, Tingting and Wang, Shuo and Liu, Ming-Yu and Chellappa, Rama and Hwang, Jenq-Neng and Lyu, Siwei},
title = {The 2018 NVIDIA AI City Challenge},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Video Analytics in Smart Transportation for the AIC'18 Challenge

Ming-Ching Chang,

Yi Wei,

Nenghui Song,

Siwei Lyu

[pdf]

[bibtex]

@InProceedings{Chang_2018_CVPR_Workshops,
author = {Chang, Ming-Ching and Wei, Yi and Song, Nenghui and Lyu, Siwei},
title = {Video Analytics in Smart Transportation for the AIC'18 Challenge},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Challenges on Large Scale Surveillance Video Analysis

Weitao Feng,

Deyi Ji,

Yiru Wang,

Shuorong Chang,

Hansheng Ren,

Weihao Gan

[pdf]

[bibtex]

@InProceedings{Feng_2018_CVPR_Workshops,
author = {Feng, Weitao and Ji, Deyi and Wang, Yiru and Chang, Shuorong and Ren, Hansheng and Gan, Weihao},
title = {Challenges on Large Scale Surveillance Video Analysis},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Graph@FIT Submission to the NVIDIA AI City Challenge 2018

Jakub Sochor,

Jakub Spanhel,

Roman Juranek,

Petr Dobes,

Adam Herout

[pdf]

[bibtex]

@InProceedings{Sochor_2018_CVPR_Workshops,
author = {Sochor, Jakub and Spanhel, Jakub and Juranek, Roman and Dobes, Petr and Herout, Adam},
title = {Graph@FIT Submission to the NVIDIA AI City Challenge 2018},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

AIC2018 Report: Traffic Surveillance Research

Tingyu Mao,

Wei Zhang,

Haoyu He,

Yanjun Lin,

Vinay Kale,

Alexander Stein,

Zoran Kostic

[pdf]

[bibtex]

@InProceedings{Mao_2018_CVPR_Workshops,
author = {Mao, Tingyu and Zhang, Wei and He, Haoyu and Lin, Yanjun and Kale, Vinay and Stein, Alexander and Kostic, Zoran},
title = {AIC2018 Report: Traffic Surveillance Research},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Speed Estimation and Abnormality Detection From Surveillance Cameras

Panagiotis Giannakeris,

Vagia Kaltsa,

Konstantinos Avgerinakis,

Alexia Briassouli,

Stefanos Vrochidis,

Ioannis Kompatsiaris

[pdf]

[bibtex]

@InProceedings{Giannakeris_2018_CVPR_Workshops,
author = {Giannakeris, Panagiotis and Kaltsa, Vagia and Avgerinakis, Konstantinos and Briassouli, Alexia and Vrochidis, Stefanos and Kompatsiaris, Ioannis},
title = {Speed Estimation and Abnormality Detection From Surveillance Cameras},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Traffic Flow Analysis With Multiple Adaptive Vehicle Detectors and Velocity Estimation With Landmark-Based Scanlines

Minh-Triet Tran,

Tung Dinh-Duy,

Thanh-Dat Truong,

Vinh Ton-That,

Thanh-Nhon Do,

Quoc-An Luong,

Thanh-An Nguyen,

Vinh-Tiep Nguyen,

Minh N. Do

[pdf]

[bibtex]

@InProceedings{Tran_2018_CVPR_Workshops,
author = {Tran, Minh-Triet and Dinh-Duy, Tung and Truong, Thanh-Dat and Ton-That, Vinh and Do, Thanh-Nhon and Luong, Quoc-An and Nguyen, Thanh-An and Nguyen, Vinh-Tiep and Do, Minh N.},
title = {Traffic Flow Analysis With Multiple Adaptive Vehicle Detectors and Velocity Estimation With Landmark-Based Scanlines},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Single-Camera and Inter-Camera Vehicle Tracking and 3D Speed Estimation Based on Fusion of Visual and Semantic Features

Zheng Tang,

Gaoang Wang,

Hao Xiao,

Aotian Zheng,

Jenq-Neng Hwang

[pdf]

[bibtex]

@InProceedings{Tang_2018_CVPR_Workshops,
author = {Tang, Zheng and Wang, Gaoang and Xiao, Hao and Zheng, Aotian and Hwang, Jenq-Neng},
title = {Single-Camera and Inter-Camera Vehicle Tracking and 3D Speed Estimation Based on Fusion of Visual and Semantic Features},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Geometry-Aware Traffic Flow Analysis by Detection and Tracking

Honghui Shi

[pdf]

[bibtex]

@InProceedings{Shi_2018_CVPR_Workshops,
author = {Shi, Honghui},
title = {Geometry-Aware Traffic Flow Analysis by Detection and Tracking},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Vehicle Re-Identification With the Space-Time Prior

Chih-Wei Wu,

Chih-Ting Liu,

Cheng-En Chiang,

Wei-Chih Tu,

Shao-Yi Chien

[pdf]

[bibtex]

@InProceedings{Wu_2018_CVPR_Workshops,
author = {Wu, Chih-Wei and Liu, Chih-Ting and Chiang, Cheng-En and Tu, Wei-Chih and Chien, Shao-Yi},
title = {Vehicle Re-Identification With the Space-Time Prior},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Unsupervised Anomaly Detection for Traffic Surveillance Based on Background Modeling

JiaYi Wei,

JianFei Zhao,

YanYun Zhao,

ZhiCheng Zhao

[pdf]

[bibtex]

@InProceedings{Wei_2018_CVPR_Workshops,
author = {Wei, JiaYi and Zhao, JianFei and Zhao, YanYun and Zhao, ZhiCheng},
title = {Unsupervised Anomaly Detection for Traffic Surveillance Based on Background Modeling},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos

Amit Kumar,

Pirazh Khorramshahi,

Wei-An Lin,

Prithviraj Dhar,

Jun-Cheng Chen,

Rama Chellappa

[pdf]

[bibtex]

@InProceedings{Kumar_2018_CVPR_Workshops,
author = {Kumar, Amit and Khorramshahi, Pirazh and Lin, Wei-An and Dhar, Prithviraj and Chen, Jun-Cheng and Chellappa, Rama},
title = {A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection

Yan Xu,

Xi Ouyang,

Yu Cheng,

Shining Yu,

Lin Xiong,

Choon-Ching Ng,

Sugiri Pranata,

Shengmei Shen,

Junliang Xing

[pdf]

[bibtex]

@InProceedings{Xu_2018_CVPR_Workshops,
author = {Xu, Yan and Ouyang, Xi and Cheng, Yu and Yu, Shining and Xiong, Lin and Ng, Choon-Ching and Pranata, Sugiri and Shen, Shengmei and Xing, Junliang},
title = {Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Vehicle Tracking and Speed Estimation From Traffic Videos

Shuai Hua,

Manika Kapoor,

David C. Anastasiu

[pdf]

[bibtex]

@InProceedings{Hua_2018_CVPR_Workshops,
author = {Hua, Shuai and Kapoor, Manika and Anastasiu, David C.},
title = {Vehicle Tracking and Speed Estimation From Traffic Videos},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Traffic Speed Estimation From Surveillance Video Data

Tingting Huang

[pdf]

[bibtex]

@InProceedings{Huang_2018_CVPR_Workshops,
author = {Huang, Tingting},
title = {Traffic Speed Estimation From Surveillance Video Data},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Unsupervised Vehicle Re-Identification Using Triplet Networks

Pedro Antonio Marin-Reyes,

Andrea Palazzi,

Luca Bergamini,

Simone Calderara,

Javier Lorenzo-Navarro,

Rita Cucchiara

[pdf]

[bibtex]

@InProceedings{Marin-Reyes_2018_CVPR_Workshops,
author = {Antonio Marin-Reyes, Pedro and Palazzi, Andrea and Bergamini, Luca and Calderara, Simone and Lorenzo-Navarro, Javier and Cucchiara, Rita},
title = {Unsupervised Vehicle Re-Identification Using Triplet Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}