Laser & Optoelectronics Progress, Volume. 54, Issue 8, 81003(2017)

Nighttime Pedestrian Detection Based on Faster Region Convolution Neural Network

Ye Guolin1,2、*, Sun Shaoyuan1,2, Gao Kaijun1,2, and Zhao Haitao3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(11)

    [2] [2] Xu Lu, Zhao Haitao, Sun Shaoyuan. Monocular infrared image depth estimation based on deep convolutional neural networks[J]. Acta Optica Sinica, 2016, 36(7): 0715002.

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    [1] Liu Hui, Peng Li, Wen Jiwei. Multi-Scale Aware Pedestrian Detection Algorithm Based on Improved Full Convolutional Network[J]. Laser & Optoelectronics Progress, 2018, 55(9): 91504

    [2] He Zhichao, Zhao Longzhang, Chen Chuang. Convolution Neural Network with Multi-Resolution Feature Fusion for Facial Expression Recognition[J]. Laser & Optoelectronics Progress, 2018, 55(7): 71503

    [3] Liu Kun, Su Tong, Wang Dian. Remote Sensing Aircraft Recognition Based on Blur-Invariant Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2018, 55(8): 82001

    [4] Guo Chengcheng, Yu Fengqin, Chen Ying. Image Semantic Segmentation Based on Convolutional Neural Network Feature and Improved Superpixel Matching[J]. Laser & Optoelectronics Progress, 2018, 55(8): 81005

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    Ye Guolin, Sun Shaoyuan, Gao Kaijun, Zhao Haitao. Nighttime Pedestrian Detection Based on Faster Region Convolution Neural Network[J]. Laser & Optoelectronics Progress, 2017, 54(8): 81003

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    Paper Information

    Category: Image Processing

    Received: Mar. 2, 2017

    Accepted: --

    Published Online: Aug. 2, 2017

    The Author Email: Ye Guolin (863939325@qq.com)

    DOI:10.3788/lop54.081003

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