Vision Meets Drones: A Challenge


How to Fully Exploit The Abilities of Aerial Image Detectors
Junyi Zhang,
Junying Huang,
Xuankun Chen,
Dongyu Zhang
[pdf]
[bibtex]
@InProceedings{Zhang_2019_ICCV_Workshops,
author = {Zhang, Junyi and Huang, Junying and Chen, Xuankun and Zhang, Dongyu},
title = {How to Fully Exploit The Abilities of Aerial Image Detectors},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Few-Shot Structured Domain Adaptation for Virtual-to-Real Scene Parsing
Junyi Zhang,
Ziliang Chen,
Junying Huang,
Liang Lin,
Dongyu Zhang
[pdf]
[bibtex]
@InProceedings{Zhang_2019_ICCV_Workshops,
author = {Zhang, Junyi and Chen, Ziliang and Huang, Junying and Lin, Liang and Zhang, Dongyu},
title = {Few-Shot Structured Domain Adaptation for Virtual-to-Real Scene Parsing},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Crowd Counting on Images with Scale Variation and Isolated Clusters
Haoyue Bai,
Song Wen,
S.-H. Gary Chan
[pdf]
[bibtex]
@InProceedings{Bai_2019_ICCV_Workshops,
author = {Bai, Haoyue and Wen, Song and Gary Chan, S.-H.},
title = {Crowd Counting on Images with Scale Variation and Isolated Clusters},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Learning Cascaded Context-Aware Framework for Robust Visual Tracking
Ding Ma,
Xiangqian Wu
[pdf]
[bibtex]
@InProceedings{Ma_2019_ICCV_Workshops,
author = {Ma, Ding and Wu, Xiangqian},
title = {Learning Cascaded Context-Aware Framework for Robust Visual Tracking},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications
Pengyi Zhang,
Yunxin Zhong,
Xiaoqiong Li
[pdf]
[bibtex]
@InProceedings{Zhang_2019_ICCV_Workshops,
author = {Zhang, Pengyi and Zhong, Yunxin and Li, Xiaoqiong},
title = {SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Multi Target Tracking from Drones by Learning from Generalized Graph Differences
Hakan Ardo,
Mikael Nilsson
[pdf]
[bibtex]
@InProceedings{Ardo_2019_ICCV_Workshops,
author = {Ardo, Hakan and Nilsson, Mikael},
title = {Multi Target Tracking from Drones by Learning from Generalized Graph Differences},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

i-Siam: Improving Siamese Tracker with Distractors Suppression and Long-Term Strategies
Wei Ren Tan,
Shang-Hong Lai
[pdf]
[bibtex]
@InProceedings{Tan_2019_ICCV_Workshops,
author = {Ren Tan, Wei and Lai, Shang-Hong},
title = {i-Siam: Improving Siamese Tracker with Distractors Suppression and Long-Term Strategies},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Spatial Attention for Multi-Scale Feature Refinement for Object Detection
Haoran Wang,
Zexin Wang,
Meixia Jia,
Aijin Li,
Tuo Feng,
Wenhua Zhang,
Licheng Jiao
[pdf]
[bibtex]
@InProceedings{Wang_2019_ICCV_Workshops,
author = {Wang, Haoran and Wang, Zexin and Jia, Meixia and Li, Aijin and Feng, Tuo and Zhang, Wenhua and Jiao, Licheng},
title = {Spatial Attention for Multi-Scale Feature Refinement for Object Detection},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Real-Time Aerial Suspicious Analysis (ASANA) System for the Identification and Re-Identification of Suspicious Individuals using the Bayesian ScatterNet Hybrid (BSH) Network
Amarjot Singh,
Kranthi Kiran GV,
Onkar Harsh,
Rishav Kumar,
Koushlendra Singh Rajput,
Chandra S S Vamsi
[pdf]
[bibtex]
@InProceedings{Singh_2019_ICCV_Workshops,
author = {Singh, Amarjot and Kiran GV, Kranthi and Harsh, Onkar and Kumar, Rishav and Singh Rajput, Koushlendra and S S Vamsi, Chandra},
title = {Real-Time Aerial Suspicious Analysis (ASANA) System for the Identification and Re-Identification of Suspicious Individuals using the Bayesian ScatterNet Hybrid (BSH) Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

An Indoor Crowd Detection Network Framework Based on Feature Aggregation Module and Hybrid Attention Selection Module
Wenxiang Shen,
Pinle Qin,
Jianchao Zeng
[pdf]
[bibtex]
@InProceedings{Shen_2019_ICCV_Workshops,
author = {Shen, Wenxiang and Qin, Pinle and Zeng, Jianchao},
title = {An Indoor Crowd Detection Network Framework Based on Feature Aggregation Module and Hybrid Attention Selection Module},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Deep Adaptive Fusion Network for High Performance RGBT Tracking
Yuan Gao,
Chenglong Li,
Yabin Zhu,
Jin Tang,
Tao He,
Futian Wang
[pdf]
[bibtex]
@InProceedings{Gao_2019_ICCV_Workshops,
author = {Gao, Yuan and Li, Chenglong and Zhu, Yabin and Tang, Jin and He, Tao and Wang, Futian},
title = {Deep Adaptive Fusion Network for High Performance RGBT Tracking},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

RRNet: A Hybrid Detector for Object Detection in Drone-Captured Images
Changrui Chen,
Yu Zhang,
Qingxuan Lv,
Shuo Wei,
Xiaorui Wang,
Xin Sun,
Junyu Dong
[pdf]
[bibtex]
@InProceedings{Chen_2019_ICCV_Workshops,
author = {Chen, Changrui and Zhang, Yu and Lv, Qingxuan and Wei, Shuo and Wang, Xiaorui and Sun, Xin and Dong, Junyu},
title = {RRNet: A Hybrid Detector for Object Detection in Drone-Captured Images},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Accuracy and Long-Term Tracking via Overlap Maximization Integrated with Motion Continuity
Wenhua Zhang,
Haoran Wang,
Zhongjian Huang,
Yuxuan Li,
Jinliu Zhou,
Licheng Jiao
[pdf]
[bibtex]
@InProceedings{Zhang_2019_ICCV_Workshops,
author = {Zhang, Wenhua and Wang, Haoran and Huang, Zhongjian and Li, Yuxuan and Zhou, Jinliu and Jiao, Licheng},
title = {Accuracy and Long-Term Tracking via Overlap Maximization Integrated with Motion Continuity},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Dense and Small Object Detection in UAV Vision Based on Cascade Network
Xindi Zhang,
Ebroul Izquierdo,
Krishna Chandramouli
[pdf]
[bibtex]
@InProceedings{Zhang_2019_ICCV_Workshops,
author = {Zhang, Xindi and Izquierdo, Ebroul and Chandramouli, Krishna},
title = {Dense and Small Object Detection in UAV Vision Based on Cascade Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Patch-Level Augmentation for Object Detection in Aerial Images
Sungeun Hong,
Sungil Kang,
Donghyeon Cho
[pdf]
[bibtex]
@InProceedings{Hong_2019_ICCV_Workshops,
author = {Hong, Sungeun and Kang, Sungil and Cho, Donghyeon},
title = {Patch-Level Augmentation for Object Detection in Aerial Images},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Multi-Object Tracking Hierarchically in Visual Data Taken From Drones
Siyang Pan,
Zhihang Tong,
Yanyun Zhao,
Zhicheng Zhao,
Fei Su,
Bojin Zhuang
[pdf]
[bibtex]
@InProceedings{Pan_2019_ICCV_Workshops,
author = {Pan, Siyang and Tong, Zhihang and Zhao, Yanyun and Zhao, Zhicheng and Su, Fei and Zhuang, Bojin},
title = {Multi-Object Tracking Hierarchically in Visual Data Taken From Drones},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Real-Time UAV Tracking Based on PSR Stability
Yong Wang,
Lu Ding,
Robert Laganiere
[pdf]
[bibtex]
@InProceedings{Wang_2019_ICCV_Workshops,
author = {Wang, Yong and Ding, Lu and Laganiere, Robert},
title = {Real-Time UAV Tracking Based on PSR Stability},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Vision-Based Online Localization and Trajectory Smoothing for Fixed-Wing UAV Tracking a Moving Target
Yong Zhou,
Dengqing Tang,
Han Zhou,
Xiaojia Xiang,
Tianjia Hu
[pdf]
[bibtex]
@InProceedings{Zhou_2019_ICCV_Workshops,
author = {Zhou, Yong and Tang, Dengqing and Zhou, Han and Xiang, Xiaojia and Hu, Tianjia},
title = {Vision-Based Online Localization and Trajectory Smoothing for Fixed-Wing UAV Tracking a Moving Target},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Multiple Object Tracking with Motion and Appearance Cues
Weiqiang Li,
Jiatong Mu,
Guizhong Liu
[pdf]
[bibtex]
@InProceedings{Li_2019_ICCV_Workshops,
author = {Li, Weiqiang and Mu, Jiatong and Liu, Guizhong},
title = {Multiple Object Tracking with Motion and Appearance Cues},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Flow Guided Short-Term Trackers with Cascade Detection for Long-Term Tracking
Han Wu,
Xueyuan Yang,
Yong Yang,
Guizhong Liu
[pdf]
[bibtex]
@InProceedings{Wu_2019_ICCV_Workshops,
author = {Wu, Han and Yang, Xueyuan and Yang, Yong and Liu, Guizhong},
title = {Flow Guided Short-Term Trackers with Cascade Detection for Long-Term Tracking},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

A Novel Spatial and Temporal Context-Aware Approach for Drone-Based Video Object Detection
Zhaoliang Pi,
Yanchao Lian,
Xier Chen,
Yinan Wu,
Yingping Li,
Licheng Jiao
[pdf]
[bibtex]
@InProceedings{Pi_2019_ICCV_Workshops,
author = {Pi, Zhaoliang and Lian, Yanchao and Chen, Xier and Wu, Yinan and Li, Yingping and Jiao, Licheng},
title = {A Novel Spatial and Temporal Context-Aware Approach for Drone-Based Video Object Detection},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results
Longyin Wen,
Pengfei Zhu,
Dawei Du,
Xiao Bian,
Haibin Ling,
Qinghua Hu,
Jiayu Zheng,
Tao Peng,
Xinyao Wang,
Yue Zhang,
Liefeng Bo,
Hailin Shi,
Rui Zhu,
Ajit Jadhav,
Bing Dong,
Brejesh Lall,
Chang Liu,
Chunhui Zhang,
Dong Wang,
Feng Ni,
Filiz Bunyak,
Gaoang Wang,
Guizhong Liu,
Guna Seetharaman,
Guorong Li,
Hakan Ardo,
Haotian Zhang,
Hongyang Yu,
Huchuan Lu,
Jenq-Neng Hwang,
Jiatong Mu,
Jinrong Hu,
Kannappan Palaniappan,
Long Chen,
Lu Ding,
Martin Lauer,
Mikael Nilsson,
Noor M. Al-Shakarji,
Prerana Mukherjee,
Qingming Huang,
Robert Laganiere,
Shuhao Chen,
Siyang Pan,
Vinay Kaushik,
Wei Shi,
Wei Tian,
Weiqiang Li,
Xin Chen,
Xinyu Zhang,
Yanting Zhang,
Yanyun Zhao,
Yong Wang,
Yuduo Song,
Yuehan Yao,
Zhaotang Chen,
Zhenyu Xu,
Zhibin Xiao,
Zhihang Tong
[pdf]
[bibtex]
@InProceedings{Wen_2019_ICCV_Workshops,
author = {Wen, Longyin and Zhu, Pengfei and Du, Dawei and Bian, Xiao and Ling, Haibin and Hu, Qinghua and Zheng, Jiayu and Peng, Tao and Wang, Xinyao and Zhang, Yue and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Jadhav, Ajit and Dong, Bing and Lall, Brejesh and Liu, Chang and Zhang, Chunhui and Wang, Dong and Ni, Feng and Bunyak, Filiz and Wang, Gaoang and Liu, Guizhong and Seetharaman, Guna and Li, Guorong and Ardo, Hakan and Zhang, Haotian and Yu, Hongyang and Lu, Huchuan and Hwang, Jenq-Neng and Mu, Jiatong and Hu, Jinrong and Palaniappan, Kannappan and Chen, Long and Ding, Lu and Lauer, Martin and Nilsson, Mikael and Al-Shakarji, Noor M. and Mukherjee, Prerana and Huang, Qingming and Laganiere, Robert and Chen, Shuhao and Pan, Siyang and Kaushik, Vinay and Shi, Wei and Tian, Wei and Li, Weiqiang and Chen, Xin and Zhang, Xinyu and Zhang, Yanting and Zhao, Yanyun and Wang, Yong and Song, Yuduo and Yao, Yuehan and Chen, Zhaotang and Xu, Zhenyu and Xiao, Zhibin and Tong, Zhihang},
title = {VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results
Dawei Du,
Pengfei Zhu,
Longyin Wen,
Xiao Bian,
Haibin Ling,
Qinghua Hu,
Jiayu Zheng,
Tao Peng,
Xinyao Wang,
Yue Zhang,
Liefeng Bo,
Hailin Shi,
Rui Zhu,
Bo Han,
Chunhui Zhang,
Guizhong Liu,
Han Wu,
Hao Wen,
Haoran Wang,
Jiaqing Fan,
Jie Chen,
Jie Gao,
Jie Zhang,
Jinghao Zhou,
Jinliu Zhou,
Jinwang Wang,
Jiuqing Wan,
Josef Kittler,
Kaihua Zhang,
Kaiqi Huang,
Kang Yang,
Kangkai Zhang,
Lianghua Huang,
Lijun Zhou,
Lingling Shi,
Lu Ding,
Ning Wang,
Peng Wang,
Qintao Hu,
Robert Laganiere,
Ruiyan Ma,
Ruohan Zhang,
Shanrong Zou,
Shengwei Zhao,
Shengyang Li,
Shengyin Zhu,
Shikun Li,
Shiming Ge,
Shiyu Xuan,
Tianyang Xu
[pdf]
[bibtex]
@InProceedings{Du_2019_ICCV_Workshops,
author = {Du, Dawei and Zhu, Pengfei and Wen, Longyin and Bian, Xiao and Ling, Haibin and Hu, Qinghua and Zheng, Jiayu and Peng, Tao and Wang, Xinyao and Zhang, Yue and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Han, Bo and Zhang, Chunhui and Liu, Guizhong and Wu, Han and Wen, Hao and Wang, Haoran and Fan, Jiaqing and Chen, Jie and Gao, Jie and Zhang, Jie and Zhou, Jinghao and Zhou, Jinliu and Wang, Jinwang and Wan, Jiuqing and Kittler, Josef and Zhang, Kaihua and Huang, Kaiqi and Yang, Kang and Zhang, Kangkai and Huang, Lianghua and Zhou, Lijun and Shi, Lingling and Ding, Lu and Wang, Ning and Wang, Peng and Hu, Qintao and Laganiere, Robert and Ma, Ruiyan and Zhang, Ruohan and Zou, Shanrong and Zhao, Shengwei and Li, Shengyang and Zhu, Shengyin and Li, Shikun and Ge, Shiming and Xuan, Shiyu and Xu, Tianyang},
title = {VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Dawei Du,
Pengfei Zhu,
Longyin Wen,
Xiao Bian,
Haibin Lin,
Qinghua Hu,
Tao Peng,
Jiayu Zheng,
Xinyao Wang,
Yue Zhang,
Liefeng Bo,
Hailin Shi,
Rui Zhu,
Aashish Kumar,
Aijin Li,
Almaz Zinollayev,
Anuar Askergaliyev,
Arne Schumann,
Binjie Mao,
Byeongwon Lee,
Chang Liu,
Changrui Chen,
Chunhong Pan,
Chunlei Huo,
Da Yu,
DeChun Cong,
Dening Zeng,
Dheeraj Reddy Pailla,
Di Li,
Dong Wang,
Donghyeon Cho,
Dongyu Zhang,
Furui Bai,
George Jose,
Guangyu Gao,
Guizhong Liu,
Haitao Xiong,
Hao Qi,
Haoran Wang,
Heqian Qiu,
HongLiang Li,
Huchuan Lu,
Ildoo Kim,
Jaekyum Kim,
Jane Shen,
Jihoon Lee,
Jing Ge,
Jingjing Xu,
Jingkai Zhou,
Jonas Meier,
Jun Won Choi,
Junhao Hu,
Junyi Zhang,
Junying Huang,
Kaiqi Huang,
Keyang Wang,
Lars Sommer,
Lei Jin,
Lei Zhang
[pdf]
[bibtex]
@InProceedings{Du_2019_ICCV_Workshops,
author = {Du, Dawei and Zhu, Pengfei and Wen, Longyin and Bian, Xiao and Lin, Haibin and Hu, Qinghua and Peng, Tao and Zheng, Jiayu and Wang, Xinyao and Zhang, Yue and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Kumar, Aashish and Li, Aijin and Zinollayev, Almaz and Askergaliyev, Anuar and Schumann, Arne and Mao, Binjie and Lee, Byeongwon and Liu, Chang and Chen, Changrui and Pan, Chunhong and Huo, Chunlei and Yu, Da and Cong, DeChun and Zeng, Dening and Reddy Pailla, Dheeraj and Li, Di and Wang, Dong and Cho, Donghyeon and Zhang, Dongyu and Bai, Furui and Jose, George and Gao, Guangyu and Liu, Guizhong and Xiong, Haitao and Qi, Hao and Wang, Haoran and Qiu, Heqian and Li, HongLiang and Lu, Huchuan and Kim, Ildoo and Kim, Jaekyum and Shen, Jane and Lee, Jihoon and Ge, Jing and Xu, Jingjing and Zhou, Jingkai and Meier, Jonas and Won Choi, Jun and Hu, Junhao and Zhang, Junyi and Huang, Junying and Huang, Kaiqi and Wang, Keyang and Sommer, Lars and Jin, Lei and Zhang, Lei},
title = {VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results
Pengfei Zhu,
Dawei Du,
Longyin Wen,
Xiao Bian,
Haibin Ling,
Qinghua Hu,
Tao Peng,
Jiayu Zheng,
Xinyao Wang,
Yue Zhang,
Liefeng Bo,
Hailin Shi,
Rui Zhu,
Bing Dong,
Dheeraj Reddy Pailla,
Feng Ni,
Guangyu Gao,
Guizhong Liu,
Haitao Xiong,
Jing Ge,
Jingkai Zhou,
Jinrong Hu,
Lin Sun,
Long Chen,
Martin Lauer,
Qiong Liu,
Sai Saketh Chennamsetty,
Ting Sun,
Tong Wu,
Varghese Alex Kollerathu,
Wei Tian,
Weida Qin,
Xier Chen,
Xingjie Zhao,
Yanchao Lian,
Yinan Wu,
Ying Li,
Yingping Li,
Yiwen Wang,
Yuduo Song,
Yuehan Yao,
Yunfeng Zhang,
Zhaoliang Pi,
Zhaotang Chen,
Zhenyu Xu,
Zhibin Xiao,
Zhipeng Luo,
Ziming Liu
[pdf]
[bibtex]
@InProceedings{Zhu_2019_ICCV_Workshops,
author = {Zhu, Pengfei and Du, Dawei and Wen, Longyin and Bian, Xiao and Ling, Haibin and Hu, Qinghua and Peng, Tao and Zheng, Jiayu and Wang, Xinyao and Zhang, Yue and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Dong, Bing and Reddy Pailla, Dheeraj and Ni, Feng and Gao, Guangyu and Liu, Guizhong and Xiong, Haitao and Ge, Jing and Zhou, Jingkai and Hu, Jinrong and Sun, Lin and Chen, Long and Lauer, Martin and Liu, Qiong and Saketh Chennamsetty, Sai and Sun, Ting and Wu, Tong and Alex Kollerathu, Varghese and Tian, Wei and Qin, Weida and Chen, Xier and Zhao, Xingjie and Lian, Yanchao and Wu, Yinan and Li, Ying and Li, Yingping and Wang, Yiwen and Song, Yuduo and Yao, Yuehan and Zhang, Yunfeng and Pi, Zhaoliang and Chen, Zhaotang and Xu, Zhenyu and Xiao, Zhibin and Luo, Zhipeng and Liu, Ziming},
title = {VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}