Object Detection With Deep Learning: A Review

@article{Zhao2019ObjectDW,
  title={Object Detection With Deep Learning: A Review},
  author={Zhong-Qiu Zhao and Peng Zheng and Shou-tao Xu and X. Wu},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2019},
  volume={30},
  pages={3212-3232}
}
Due to object detection’s close relationship with video analysis and image understanding, it has attracted much research attention in recent years. [...] Key Method As distinct specific detection tasks exhibit different characteristics, we also briefly survey several specific tasks, including salient object detection, face detection, and pedestrian detection. Experimental analyses are also provided to compare various methods and draw some meaningful conclusions. Finally, several promising directions and tasks…Expand
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