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Guanghui Wang
Researcher at Ryerson University
Publications - 176
Citations - 2971
Guanghui Wang is an academic researcher from Ryerson University. The author has contributed to research in topics: Object detection & Real image. The author has an hindex of 24, co-authored 173 publications receiving 2131 citations. Previous affiliations of Guanghui Wang include Nanchang University & Shenyang Institute of Automation.
Papers
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Book ChapterDOI
VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results
Pengfei Zhu,Longyin Wen,Dawei Du,Xiao Bian,Haibin Ling,Qinghua Hu,Qinqin Nie,Hao Cheng,Chenfeng Liu,Xiaoyu Liu,Wenya Ma,Haotian Wu,Lianjie Wang,Arne Schumann,Chase Brown,Chen Qian,Chengzheng Li,Dongdong Li,Emmanouil Michail,Fan Zhang,Feng Ni,Feng Zhu,Guanghui Wang,Haipeng Zhang,Han Deng,Hao Liu,Haoran Wang,Heqian Qiu,Honggang Qi,Honghui Shi,Hongliang Li,Hongyu Xu,Hu Lin,Ioannis Kompatsiaris,Jian Cheng,Jianqiang Wang,Jianxiu Yang,Jingkai Zhou,Juanping Zhao,K J Joseph,Kaiwen Duan,Karthik Suresh,Bo Ke,Ke Wang,Konstantinos Avgerinakis,Lars Sommer,Lei Zhang,Li Yang,Lin Cheng,Lin Ma,Liyu Lu,Lu Ding,Minyu Huang,Naveen Kumar Vedurupaka,Nehal Mamgain,Nitin Bansal,Oliver Acatay,Panagiotis Giannakeris,Qian Wang,Qijie Zhao,Qingming Huang,Qiong Liu,Qishang Cheng,Qiuchen Sun,Robert Laganiere,Sheng Jiang,Shengjin Wang,Shubo Wei,Siwei Wang,Stefanos Vrochidis,Sujuan Wang,Tiaojio Lee,Usman Sajid,Vineeth N Balasubramanian,Wei Li,Wei Zhang,Weikun Wu,Wenchi Ma,Wenrui He,Wenzhe Yang,Xiaoyu Chen,Xin Sun,Xinbin Luo,Xintao Lian,Xiufang Li,Yangliu Kuai,Yali Li,Yi Luo,Yifan Zhang,Yiling Liu,Ying Li,Yong Wang,Yongtao Wang,Yuanwei Wu,Yue Fan,Yunchao Wei,Yuqin Zhang,Zexin Wang,Zhangyang Wang,Zhaoyue Xia,Zhen Cui,Zhenwei He,Zhipeng Deng,Zhiyao Guo,Zichen Song +104 more
TL;DR: A large-scale drone-based dataset, including 8, 599 images with rich annotations, including object bounding boxes, object categories, occlusion, truncation ratios, etc, is released, to narrow the gap between current object detection performance and the real-world requirements.
Journal ArticleDOI
Learning Depth From Single Images With Deep Neural Network Embedding Focal Length
Lei He,Guanghui Wang,Zhanyi Hu +2 more
TL;DR: Zhang et al. as mentioned in this paper proposed a method to generate synthetic varying-focal-length data set from fixed-and varying focal length data sets, and a simple and effective method is implemented to fill the holes in the newly generated images.
Journal ArticleDOI
MDFN: Multi-scale deep feature learning network for object detection
TL;DR: This study reveals that deep features provide prominent semantic information and a variety of contextual contents, which contribute to its superior performance in detecting small or occluded objects.
Journal ArticleDOI
A comparative experimental study of image feature detectors and descriptors
TL;DR: This paper provides a comprehensive review of a large number of popular feature detectors developed in the last three decades and conducts comparisons of invariance against image transformations such as illumination changes, blurring, rotation, scaling, viewpoint changes, exposure, JPEG compression, combined scaling and rotation, and combined viewpoint changes.
Journal ArticleDOI
Vision-Based Real-Time Aerial Object Localization and Tracking for UAV Sensing System
Yuanwei Wu,Yao Sui,Guanghui Wang +2 more
TL;DR: In this article, a real-time object localization and tracking strategy from monocular image sequences is developed by effectively integrating the object detection and tracking into a dynamic Kalman model, where the object of interest is automatically detected and localized from a saliency map computed via the image background connectivity cue at each frame.