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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}