全部文献期刊会议图书|学者科研项目
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作者:Zi Yang , Lilian S.C. Pun-Cheng
来源:[J].Image and Vision Computing(IF 1.959), 2018, Vol.69, pp.143-154
摘要:Abstract(#br)Robust and efficient vehicle detection in monocular vision is an important task in Intelligent Transportation Systems. With the development of computer vision techniques and consequent accessibility of video image data, new applications have been enabled to on-road vehicle detection...
作者:Wei Liu , Shengcai Liao , Weidong Hu
来源:[J].Neurocomputing(IF 1.634), 2019, Vol.347, pp.24-33
摘要:Abstract(#br)Large variance of scales is still a notable challenge for vehicle detection in complex traffic scenes. Though Faster RCNN based two-stage detectors have demonstrated superiority on generic object detection, its effectiveness on vehicle detection in real applications ...
作者:Yongzheng Xu , Guizhen Yu , Yunpeng Wang ...
来源:[J].Sensors(IF 1.953), 2016, Vol.16 (8)
摘要:A new hybrid vehicle detection scheme which integrates the Viola-Jones (V-J) and linear SVM classifier with HOG feature (HOG + SVM) methods is proposed for vehicle detection from low-altitude unmanned aerial vehicle (UAV) images. As both V-J and HOG + SVM are sensitive to on...
作者:Xuerui Dai , Xueye Wei
来源:[J].Signal Processing: Image Communication(IF 1.286), 2018
摘要:Abstract(#br)For autonomous driving system, vehicle detection is an import part as well as a challenging problem due to the large intra-class differences caused by occlusion, truncation and different viewpoints. The detection system should be fast and accurate enough to support r...
作者:Shuang Cao , Yongtao Yu , Haiyan Guan ...
来源:[J].Remote Sensing(IF 2.101), 2019, Vol.11 (14)
摘要:Vehicle detection from remote sensing images plays a significant role in transportation related applications. However, the scale variations, orientation variations, illumination variations, and partial occlusions of vehicles, as well as the image qualities, bring great challenges...
作者:D.M. Ha , J.-M. Lee , Y.-D. Kim
来源:[J].Image and Vision Computing(IF 1.959), 2004, Vol.22 (11), pp.899-907
摘要:Abstract(#br)Vehicle detection is a fundamental component of image-based traffic monitoring system. In this paper, we propose a neural-edge-based vehicle detection method to improve the accuracy of vehicle detection and classification. In this method, the feature information is e...
作者:Huansheng Song , Haoxiang Liang , Huaiyu Li ...
来源:[J].European Transport Research Review: An Open Access Journal, 2019, Vol.11 (4), pp.713-726
摘要:Abstract(#br)Intelligent vehicle detection and counting are becoming increasingly important in the field of highway management. However, due to the different sizes of vehicles, their detection remains a challenge that directly affects the accuracy of vehicle counts. To address th...
作者:Tianyu Tang , Shilin Zhou , Zhipeng Deng ...
来源:[J].Remote Sensing(IF 2.101), 2017, Vol.9 (11)
摘要:Vehicle detection with orientation estimation in aerial images has received widespread interest as it is important for intelligent traffic management. This is a challenging task, not only because of the complex background and relatively small size of the target, but also the v...
作者:Hai Wang , Yingfeng Cai
来源:[J].Optik - International Journal for Light and Electron Optics(IF 0.524), 2015, Vol.126 (22), pp.3329-3334
摘要:Abstract(#br)To decrease vehicle crash, a new rear view vehicle detection system based on monocular vision is designed. First, a small and flexible hardware platform based on DM642 DSP micro-controller is built. Then, a two-step vehicle detection algorithm is proposed. In the fir...
作者:Ye Li , Fei-Yue Wang
来源:[J].Transportation Research Part C(IF 2.006), 2015, Vol.51, pp.19-28
摘要:Abstract(#br)In complex urban traffic conditions, occlusions among vehicles and between vehicles and non-vehicle objects are very common, which presents a major challenge to current vehicle detection methods. To circumvent this problem, we have proposed a vehicle detection meth...

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