胡志军 

博士(学术型)

Email: huzhijun@mailbox.gxnu.edu.cn;

    huzhijuncool@163.com

简介：

胡志军博士贵州大学和哈尔滨工业大学深圳校区联合培养，并于2023年6月博士毕业，师从于哈尔滨工业大学深圳校区徐勇教授、长江学者，近几年一直从事车辆重识别相关工作，是EI期刊《International Journal of Image and Graphics》主编助理。现为广西师范大学数学与统计学院讲师，研究方向为：车辆重识别和视频快照成像。主持国家自然科学基金地区科学基金项目1项；参与国家自然科学基金地区基金项目多项；发表论文20余篇（其中8篇论文为第一作者），期刊具体的情况（按中科院分区）为：SCI一区TOP期刊论文 1篇，二区TOP 期刊论文2篇，四区期刊论文1篇，北大核心期刊2篇，其余2篇；发表教改论文2篇，主持和参与本科生教学改革项目多项。并为《IEEE Transactions on Intelligent Vehicles》、《Engineering Applications of Artificial Intelligence》、《IEEE Transactions on Computational Social Systems》、《Journal of Circuits Systems and Computers》、《International Journal of Bio-Inspired Computation》、《Brazilian Archives of Biology and Technology》、《IEEE Canadian Journal of Electrical and Computer Engineering》、《International Journal of Health Planning and Management》、《Computational Intelligence》、《International Journal of Innovation and Learning》、《Scientific Reports》、《Journal of the Electrochemical Society》、《International Journal of Bio-Inspired Computation》、《International Journal of Electronic Security and Digital Forensics》等期刊审稿人。

计算机视觉、深度学习

本科生：《高等数学》、《线性代数》、《概率论与数理统计》、《Matlab软件》、《数据科学与Python》、《程序设计基础》

国家自然科学基金项目：

[8] No.62466005、基于复杂视图差异、摄像头差异和较大遮挡情况下的车辆重识别研究、2025.1-2028.12、主持

[7] No.62266008、基于人脑机制的深度视觉表征和图像检索研究、 2023.1-2026.12、参与

[6] No.12161009、ARMA模型和GARCH 模型的经验似然推断、2022.01-2025.12、参与

[5] No.62061006、智能电网供电下EH 蜂窝网络的动态能量管理研究、2020.01-2023.12、参与

[4] No.61866005、基于显著性共生结构的视觉计算模型和图像检索研究、2019.01-2022.12、参与

[3] No.61761008、具有暂时死亡防范机制的 EH-WSN节点的建模与性能分析、2018.01-2021.12、参与

[2] No.11461007、可解群的新特性及相关结构、2015.01-2018.12、参与

[1] No. 11201088、正相协及缺失数据情形的经验似然推断、2013.01-2015.12、参与

[1]Zhijun, Hu; You, Su; Raja Soosaimarian Peter, Raj; Xianjing, Cheng; Zaijun, Zhang, View-Aware-Based Post-Processing for Vehicle Re-Identification, IEEE Transactions on Intelligent Transportation Systems, 2025, 26(1): 849-864.中科院一区Top期刊，CCF-B推荐期刊

[2]   Hu Z*, Xu Y, Raj R S P, Cheng X, Sun L, Wu L. Vehicle re-identification based on keypoint segmentation of original image[J]. Applied Intelligence, 2023, 53(3): 2576-2592. (SCI)中科院二区，CCF-C推荐期刊

[3]    Hu Z*, Xu Y, Raj R S P, Liu G, Wen J, Sun L, Wu L, Cheng X. Dual distance center loss: The improved center loss that can run without the combination of softmax loss, an application for vehicle re-identification and person re-identification[J]. IEEE Transactions on Computational Social Systems, 2021, 9(5): 1345-1358. (SCI)中科院二区，CCF-C推荐期刊

[4] Hu Z*, Raj R S P, Sun L, Wu L, Cheng X. A Generated Multi Branch Feature Fusion Model for Vehicle Re-identification[J]. Brazilian Archives of Biology and Technology, 2021, 64. (SCI)

[5] Xianjing Cheng; Lintai Wu; Junhui Hou; Zhijun Hu; Jie Wen; Yong Xu; Arbitrary‐Scale Point Cloud Upsampling via Enhanced Geometric Spatial Consistency, CAAI Transactions on Intelligence Technology,中科院一区Top期刊

[6] Chen C, Hu Z, Xiao H, Ma J, Li Z*. One-Step Clustering with Adaptively Local Kernels and a Neighborhood Kernel[J]. Mathematics, 2023, 11(18): 3950.(SCI)

[7] Sun L, Wang J, Hu Z, Xu Y*, Cui Z. Multi-view convolutional neural networks for mammographic image classification[J]. IEEE Access, 2019, 7: 126273-126282.(SCI)

[8] Cheng X, Zhao Y*, Raj R S P,Hu Z, Yu X, Yang W. Local PatchMatch Based on Superpixel Cut for Efficient High-resolution Stereo Matching[J]. Brazilian Archives of Biology and Technology, 2022, 65: e2210409.(SCI)

[9] Cheng X, Zhao Y*, Yang W, Hu Z, Yu X, Zhao H, Zeng P. A novel cell structure‐based disparity estimation for unsupervised stereo matching[J]. IET Image Processing, 2022, 16(6): 1678-1693.(SCI)

[10] Cheng X, Zhao Y, Yang W, Hu Z, Yu X, Sang H, Zhang G. LESC: Superpixel cut‐based local expansion for accurate stereo matching[J]. IET Image Processing, 2022, 16(2): 470-484.(SCI)

[11] Cheng X, Zhao Y, Zhu W, Hu Z, Yu X, Yang W, Qian R. HLocalExp-CM: confidence map by hierarchical local expansion moves for accurate stereo matching[J]. Journal of Electronic Imaging, 2022, 31(1): 013003-013003.(SCI)

[12] Wu L, Xu Y, Zhao Y, Hu Z, Sun L. A dual distance metrics method for improving classification performance[J]. Electronics Letters, 2021, 57(1): 13-16.(SCI)

[13] 黄超,胡志军,徐勇等.基于视觉的车辆异常行为检测综述[J].模式识别与人工智能,2020,33(03):234-248.

[14] 胡志军,徐勇*.基于内容的视频检索综述[J].计算机科学,2020,47(01):117-123.

[15] 胡志军,胡小兵*.固定图像作码本的分形图像压缩[J].计算机工程与应用,2010,46(08):196-198.

[16] 胡志军*,刘广海,苏又.局部自相关函数在基于内容的图像检索中的应用[J].计算机科学,2018,45(S2):259-262.