Journal of Xidian University ›› 2019, Vol. 46 ›› Issue (4): 190-196.doi: 10.19665/j.issn1001-2400.2019.04.026
WANG Yanfen,ZHU Xuran,YUN Xiao,SUN Yanjing,SHI Yunkai,WANG Sainan
Received:
2018-12-18
Online:
2019-08-20
Published:
2019-08-15
CLC Number:
WANG Yanfen,ZHU Xuran,YUN Xiao,SUN Yanjing,SHI Yunkai,WANG Sainan. Vehicle re-identification by multi-cameras for public security surveillance[J].Journal of Xidian University, 2019, 46(4): 190-196.
[1] | LIU X, LIU W, MA H. et al. Large-scale Vehicle Re-identification in Urban Surveillance Videos [C]//Proceedings of the 2016 IEEE International Conference on Multimedia and Expo. Washington: IEEE Computer Society, 2016: 7553002. |
[2] | 王瑞, 王康晏, 冯玉田 , 等. 复杂场景下声频传感器网络核稀疏表示车辆识别[J]. 西安电子科技大学学报, 2015,42(4):114-120. |
WANG Rui, WANG Kangyan, FENG Yutian , et al. Vehicle Sparse Representation of Audio Sensor Network in Complex Scenes[J]. Journal of Xidian University, 2015,42(4):114-120. | |
[3] | LIU X, LIU W, MEI T , et al. PROVID: Progressive and Multimodal Vehicle Reidentification for Large-scale Urban Surveillance[J]. IEEE Transactions on Multimedia, 2018,20(3):645-658. |
[4] | LIU H, TIAN Y, WANG Y. et al. Deep Relative Distance Learning: Tell the Difference between Similar Vehicles [C]// Proceedings of the 2016 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington: IEEE Computer Society, 2016: 2167-2175. |
[5] | LI Y, LI Y, YAN H. et al. Deep Joint Discriminative Learning for Vehicle Re-identification and Retrieval [C]// Proceedings of the 2018 International Conference on Image Processing. Washington: IEEE Computer Society, 2018: 395-399. |
[6] | 宋俊芳, 宋翔宇, 郭晓军 , 等. 构建多部件关系概率模型的车辆检测方法[J]. 西安电子科技大学学报, 2017,44(3):89-95. |
SONG Junfang, SONG Xiangyu, GUO Xiaojun , et al. Vehicle Detection Method for Constructing Multi-Part Relationship Probability Model[J]. Journal of Xidian University, 2017,44(3):89-95. | |
[7] | 张密科, 胡选儒 . 基于图像纹理分析的动态车辆识别方法研究[J]. 公路交通科技, 2017,34(10):122-127. |
ZHANG Mike, HU Xuanru . Research on Dynamic Vehicle Identification Method Based on Image Texture Analysis[J]. Journal of Highway and Transportation Research and Development, 2017,34(10):122-127. | |
[8] | 耿庆田, 赵浩宇, 于繁华 , 等. 基于改进HOG特征提取的车型识别算法[J]. 中国光学, 2018,11(2):174-181. |
GENG Qingtian, ZHAO Haoyu, YU Fanhua , et al. Vehicle Identification Algorithm Based on Improved HOG Feature Extraction[J]. China Optics, 2018,11(2):174-181. | |
[9] | LIU W, ANGUELOV D, ERHAN D. et al. SSD: Single Shot MultiBox Detector [C]//Lecture Notes in Computer Science: 9905. Heidelberg:Springer Verlag, 2016: 21-37. |
[10] | REN S Q, HE K M, GIRSHICK R , et al. Faster R-CNN: towards Real-time Object Detection with Region Proposal Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017,39(6):1137-1149. |
[11] | REDMON J, DIVVALA S, GIRSHICK R. et al. You Only Look Once: Unified, Real-time Object Detection [C]// Proceedings of the 2016 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington: IEEE Computer Society, 2016: 779-788. |
[12] | SIMONYAN K , ZISSERMAN A. Very Deep Convolutional Networks for Large-scale Image Recognition[CP/OL]. [2018-12-10]. https://arxiv.org/pdf/1409.1556.pdf. |
[13] | GIRSHICK R. Fast R-CNN [C]//Proceedings of the 2015 IEEE International Conference on Computer Vision. Piscataway: IEEE, 2015: 1440-1448. |
[14] | HE K, ZHANG X, REN S. et al. Deep Residual Learning for Image Recognition [C]//Proceedings of the 2016 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington: IEEE Computer Society, 2016: 770-778. |
[15] | KRIZHEVSKY A, SUTSKEVER I, HINTON G E . Image Net Classification with Deep Convolutional Neural Networks[J]. Communications of the ACM, 2017,60(6):84-90. |
[16] | HADSELL R, CHOPRA S, LECUN Y. Dimensionality Reduction by Learning an Invariant Mapping [C]//Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington: IEEE Computer Society, 2006: 1735-1742. |
[17] | ZHENG Z D, ZHENG L, YANG Y. A Discriminatively Learned CNN Embedding for Person Re-identification[J/OL]. ACM Transactions on Multimedia Computing, Communications, and Applications, 2016, 14(1) . [2016-11-30].https://www.researchgate.net/publication/310462231.DOI: 14.10.1145/3159171. |
[1] | YU Haoyang,YIN Liang,LI Shufang,LV Shun. Recognition algorithm for the little sample radar modulation signal based on the generative adversarial network [J]. Journal of Xidian University, 2021, 48(6): 96-104. |
[2] | SUN Yanjing,WEI Li,ZHANG Nianlong,YUN Xiao,DONG Kaiwen,GE Min,CHENG Xiaozhou,HOU Xiaofeng. Person re-identification method combining the DD-GAN and Global feature in a coal mine [J]. Journal of Xidian University, 2021, 48(5): 201-211. |
[3] | ZHOU Peng,YANG Jun. Semantic segmentation of remote sensing images based on neural architecture search [J]. Journal of Xidian University, 2021, 48(5): 47-57. |
[4] | YANG Yunhang,MIN Lianquan. Multi-scalefusion sketch recognition model by dilated convolution [J]. Journal of Xidian University, 2021, 48(5): 92-99. |
[5] | CHEN Changchuan,WANG Haining,HUANG Lian,HUANG Tao,LI Lianjie,HUANG Xiangkang,DAI Shaosheng. Facial expression recognition based on local representation [J]. Journal of Xidian University, 2021, 48(5): 100-109. |
[6] | SONG Jianfeng,MIAO Qiguang,WANG Chongxiao,XU Hao,YANG Jin. Multi-scale single object tracking based on the attention mechanism [J]. Journal of Xidian University, 2021, 48(5): 110-116. |
[7] | ZHANG Yuhao,CHENG Peitao,ZHANG Shuhao,WANG Xiumei. Lightweight image super-resolution with the adaptive weight learning network [J]. Journal of Xidian University, 2021, 48(5): 15-22. |
[8] | HUI Haisheng,ZHANG Xueying,WU Zelin,LI Fenglian. Method for stroke lesion segmentation using the primary-auxiliary path attention compensation network [J]. Journal of Xidian University, 2021, 48(4): 200-208. |
[9] | ZHANG Zhi,ZHENG Jin. Interframe target regression network for vehicle detection in UAV video [J]. Journal of Xidian University, 2021, 48(4): 151-158. |
[10] | WANG Ping,JIANG Yuze,ZHAO Guanghui. Object detection based on the multiscale location Enhancement network [J]. Journal of Xidian University, 2021, 48(3): 85-90. |
[11] | GUO Zekun,TIAN Long,HAN Ning,WANG Penghui,LIU Hongwei,CHEN Bo. Radar HRRP based few-shot target recognition with CNN-SSD [J]. Journal of Xidian University, 2021, 48(2): 7-14. |
[12] | CHENG Lei,WANG Yue,TIAN Chunna. Residual attention mechanism for visual tracking [J]. Journal of Xidian University, 2020, 47(6): 148-157. |
[13] | KONG Xin,CHEN Gang,GONG Guoliang,LU Huaxiang,Mao Wenyu. High performance multiply-accumulator for the convolutional neural networks accelerator [J]. Journal of Xidian University, 2020, 47(4): 55-63. |
[14] | DANG Jisheng,YANG Jun. 3D model recognition and segmentation based on multi-feature fusion [J]. Journal of Xidian University, 2020, 47(4): 149-157. |
[15] | LI Kunlun,ZHANG Lu,XU Hongke,SONG Huansheng. Waveletdomain dilated network for fast low-dose CT image reconstruction [J]. Journal of Xidian University, 2020, 47(4): 86-93. |
|