专业：计算机科学与技术

简介：

阳建中, 博士，教授。从事图像处理、时间序列预测及坭兴陶智能化等研究，承担和参与课题6项，发表学术论文40余篇，以第一或通讯作者发表20余篇。

主要研究方向：图像处理、时间序列处理

发表论文：

[1] X. Zhang, X. Zhang, C. Yu, J. Yang, W. He and Z. Tang, "High-capacity reversible data hiding in encrypted images via robust regression and deep-feature-guided prediction error encoding[J]. IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2026.3665305.

[2] Jianzhong Yang, Xianquan Zhang, Chunqiang Yu, Guoxiang Li, Zhenjun Tang. Secret image restoration with high-bit correction and symbiotic organisms search[J]. Expert Systems with Applications, Vol. 259, 2025, 125324. (SCI一区, TOP, CCF-C)

[3] Jianzhong Yang, Xianquan Zhang, Chunqiang Yu, Xuemao Zhang, Guoxiang Li, Zhenjun Tang. Secret image restoration with interpolation and social network search[J]. Neurocomputing, Volume 611, 2025,128643.(SCI二区, TOP, CCF-C)

[4] Jianzhong Yang, Xianquan Zhang, Chunqiang Yu, Guoxiang Li, Zhenjun Tang. Combined label matrix with the conditional generative adversarial network for secret image restoration[J]. Alexandria Engineering Journal, Volume 129, 2025, Pages 811-825, (SCI二区)

[5] Xuemao Zhang, Xianquan Zhang, Chunqiang Yu, Jianzhong Yang and Zhenjun Tang. Multidirectional Gradient Predictor for Region-Based Reversible Data Hiding in Encrypted Images[J]. IEEE Internet of Things Journal, vol. 11, no. 21, pp. 35596-35609.(SCI一区Top，CCF-C)

[6] Jianzhong Yang, Song Liu, Yuangan Wang, Xinggang Zhang and Ximing Yang. Remaining Useful Life Prediction Study of Rolling Bearings Based on TCN-Transformer and KCA[J]. IEEE Sensors Journal, vol. 25, no. 15, pp. 28716-28728,

[7] Yang, Jianzhong, Song Liu, Shili Xuan, and Huirong Chen. A Hybrid Model Based on CEEMDAN-GRU and Error Compensation for Predicting Sunspot Numbers, Electronics. 2024.13, no. 10: 1904.

[8] Jianzhong Yang; Nian Fu; Huirong Chen H. The Sunspot Number Forecasting Using a Hybridization Model of EMD, LSTM and Attention Mechanism, IEEJ Transactions on Electrical and Electronic Engineering, 2023, 18(11): 1791-1798

[9] Chen, Huirong, Song Liu, Ximing Yang, Xinggang Zhang, Jianzhong Yang*, and Shaofen Fan. Prediction of Sunspot Number with Hybrid Model Based on 1D-CNN, BiLSTM and Multi-Head Attention Mechanism[J]. Electronics, 2024, 13, no. 14: 2804.

[10] Jianzhong Yang; Huirong Chen; Xianyang Li. Intelligent products' recommendation system based on machine learning algorithm combined with visual features extraction[J]. International Journal of Biometrics, 2022, 14(2): 125-137.

[11] Jianzhong Y ,Shili X .Bit depth enhancement method for low-contrast images based on sequence image fusion[J].Measurement: Sensors,2023,27.

[12] Xinggang Zhang; Jianzhong Yang* ; Ximing Yang ; Residual Life Prediction of RollingBearings Based on a CEEMDAN Algorithm Fused with CNN–Attention-Based Bidirectional LSTM Modeling[J]. Processes, 2024, 12(1): 1-22.

[13] 阳建中,陈慧蓉,刘志先等. 信息熵和多因素灰色系统模型在碳排放的分析与预测[J]. 中南民族大学学报(自然科学版),2022,41(01):123-128.

[14] Yang, Jianzhong, Xinggang Zhang, Song Liu, Ximing Yang, and Shangfang Li. Rolling Bearing Residual Useful Life Prediction Model Based on the Particle Swarm Optimization-Optimized Fusion of Convolutional Neural Network and Bidirectional Long–Short-Term Memory–Multihead Self-Attention[J]. Electronics, 2024, 13, no. 11: 2120.

[15] 李贤阳,邱桂华,阳建中等.基于NSST变换与粒子群优化的鲁棒水印算法[J]. 计算机工程与设计,2020,41(04):920-927.

[16] 张显全; 阳建中;付念; 王现会; 代旋. 一种保边缘的图像去噪方法[J]. 计算机工程, 2012, (02): 224-225+228.

发明专利：

[1] 阳建中, 张显全, 俞春强, 唐振军, 李国祥, 龙凤. 一种基于共生生物搜索的信息隐藏图像恢复方法: 广东省, CN114937098B[P]. 2025-03-14.（发明授权，已转让）

[2] 阳建中; 肖宝; 李贤阳; 姜愉; 陈慧蓉; 农国才; 邱桂华; 吴秋瑜; 夏艺, 一种坭兴陶陶器大数据分析真品查验系统, 2019-09-29, 中国, CN201910933671.6.

[3] 阳建中; 肖宝; 陈慧蓉; 黄瑜; 梁家海; 韩开旭; 邓宗莲; 谢供霏, 坭兴陶陶器签名识别验证方法, 2019-09-29, 中国, CN201910934504.3.

[4] 李贤阳;邱桂华;阳建中;李长彬. 一种带有减震装置的计算机主机箱, 2023-09-12, 中国,CN107577298B

承担的项目：

[1] 教育区块链与智能技术教育部重点实验室开放基金项目：《基于智能方法的隐藏图像恢复研究》（编号：EBME24-F-M-05），2024.4-2026.4，主持。

[2] 广西自然基金项目：《水下传感器网络定位模型研究》（编号：2020GXNSFAA297233），2020.1-2024.4，参与完成。

[3] 钦州市科技项目：《基于大数据挖掘技术坭兴陶推荐系统研究》（编号：20190853），2019.01-2022.12，主持完成。

[4] 广西教育厅项目：《数智时代地方应用型高校创新创业教师核心素养评价研究》（编号：2023ZJY1569），2024.1-2025.12，主持完成。

[5] 广西教育厅项目：《图像像素元级的坭兴陶特征参数测算及三维模型生成》（编号：KY2015YB314），2015.4-2017.4，主持完成。

联系方式：jianzhongzhong@126.com/gxyjz@bbgu.edu.cn;

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