VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results

Autor: Chenfeng Liu, Jingkai Zhou, Dongdong Li, Panagiotis Giannakeris, Nitin Bansal, Yunchao Wei, Chase Brown, Bo Ke, Han Deng, Zhipeng Deng, Lin Cheng, Lianjie Wang, Qingming Huang, Zexin Wang, Qinqin Nie, Guanghui Wang, Wenrui He, Xintao Lian, Shubo Wei, Lars Sommer, Jian Cheng, Lei Zhang, Wei Li, Xiaoyu Liu, Haipeng Zhang, Emmanouil Michail, Ioannis Kompatsiaris, Zhaoyue Xia, Yuanwei Wu, Qinghua Hu, Liyu Lu, Haoran Wang, Haibin Ling, Kaiwen Duan, Qiuchen Sun, Siwei Wang, Hongyu Xu, Qishang Cheng, Yong Wang, Hao Liu, Xiao Bian, Nehal Mamgain, Lin Ma, Shengjin Wang, Yue Fan, K J Joseph, Minyu Huang, Honggang Qi, Robert Laganiere, Honghui Shi, Yali Li, Chen Qian, Lu Ding, Juanping Zhao, Xiufang Li, Zichen Song, Ke Wang, Heqian Qiu, Oliver Acatay, Zhen Cui, Wei Zhang, Stefanos Vrochidis, Arne Schumann, Xinbin Luo, Usman Sajid, Yifan Zhang, Sujuan Wang, Ying Li, Qijie Zhao, Feng Ni, Tiaojio Lee, Zhenwei He, Weikun Wu, Yongtao Wang, Fan Zhang, Yangliu Kuai, Qiong Liu, Wenzhe Yang, Hao Cheng, Vineeth N Balasubramanian, Yuqin Zhang, Jianqiang Wang, Jianxiu Yang, Zhiyao Guo, Dawei Du, Li Yang, Chengzheng Li, Xiaoyu Chen, Longyin Wen, Hongliang Li, Sheng Jiang, Yi Luo, Naveen Kumar Vedurupaka, Karthik Suresh, Zhangyang Wang, Qian Wang, Pengfei Zhu, Yiling Liu, Wenya Ma, Hu Lin, Wenchi Ma, Feng Zhu, Konstantinos Avgerinakis, Xin Sun, Haotian Wu

Publikováno v: Lecture Notes in Computer Science ISBN: 9783030110208
ECCV Workshops (5)

Object detection is a hot topic with various applications in computer vision, e.g., image understanding, autonomous driving, and video surveillance. Much of the progresses have been driven by the availability of object detection benchmark datasets, i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::237443796468ab57b6319eb33efab2e4
https://doi.org/10.1007/978-3-030-11021-5_27

Traffic Lights Detection and Recognition Method Based on the Improved YOLOv4 Algorithm

Autor: Qingyan Wang, Qi Zhang, Xintao Liang, Yujing Wang, Changyue Zhou, Vladimir Ivanovich Mikulovich

Publikováno v: Sensors, Vol 22, Iss 1, p 200 (2021)

For facing of the problems caused by the YOLOv4 algorithm’s insensitivity to small objects and low detection precision in traffic light detection and recognition, the Improved YOLOv4 algorithm is investigated in the paper using the shallow feature

Externí odkaz: https://doaj.org/article/5d407e66ec554c81b1ce0a23c9438dec