黃建軍 博士，教授，碩/博士生導(dǎo)師。1992年獲西安電子科技大學(xué)電子工程系學(xué)士學(xué)位，1997年獲西安電子科技大學(xué)通信與電子系統(tǒng)專業(yè)博士學(xué)位；1997年10月至1999年9月，在西北工業(yè)大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)博士后流動(dòng)站從事博士后研究；出站后調(diào)入深圳大學(xué)，2004年晉升為教授。現(xiàn)為中國體視學(xué)會(huì)理事、中國體視學(xué)會(huì)圖像分析分會(huì)常務(wù)理事。長期從事智能信息處理等領(lǐng)域的研究工作，曾獲軍隊(duì)科技進(jìn)步一等獎(jiǎng)2項(xiàng)、二等獎(jiǎng)1項(xiàng)、三等獎(jiǎng)1項(xiàng)，廣東省科技進(jìn)步三等獎(jiǎng)1項(xiàng)，深圳市科技進(jìn)步一等獎(jiǎng)1項(xiàng)。擁有30余項(xiàng)國家發(fā)明專利及軟件著作權(quán)。

主要從事信號(hào)與信息處理等領(lǐng)域的教學(xué)和科研工作。近年來重點(diǎn)關(guān)注聯(lián)邦學(xué)習(xí)、智能信息處理技術(shù)、壓縮感知技術(shù)、DSP技術(shù)等在低空、超低空防空預(yù)警和通用航空飛行器監(jiān)視等領(lǐng)域的應(yīng)用研究，完成了國家科技支撐計(jì)劃項(xiàng)目“通用航空綜合運(yùn)行支持系統(tǒng)”和深圳市科技計(jì)劃項(xiàng)目"多傳感器組網(wǎng)系統(tǒng)及應(yīng)用研究"、"傳感器網(wǎng)絡(luò)關(guān)鍵技術(shù)研究"及多項(xiàng)企事業(yè)單位委托等課題，突破了低空目標(biāo)的多傳感器組網(wǎng)信息融合、目標(biāo)檢測、目標(biāo)識(shí)別和目標(biāo)跟蹤和精確定位等多項(xiàng)關(guān)鍵技術(shù)和裝備，獲得軍隊(duì)科技進(jìn)步一等獎(jiǎng)2項(xiàng)、二等獎(jiǎng)1項(xiàng)、三等獎(jiǎng)1項(xiàng)。

研究興趣：

聯(lián)邦學(xué)習(xí)、智能信息處理、雷達(dá)信號(hào)處理、壓縮感知、腦影像處理、多源信息融合等

教授課程：

信號(hào)與系統(tǒng)、數(shù)字信號(hào)處理、信號(hào)理論、現(xiàn)代信號(hào)處理、C程序設(shè)計(jì)

近年來發(fā)表的部分主要論文：

[1] Jianjun Huang, Xuehao Geng, Li Kang, Ge Luo. Deep Fuzzy System for Dual-Station Target Tracking with Azimuth and Doppler Measurements. IEEE Transactions on Fuzzy systems, 2025.

[2] Li Kang, Mubin Chen, Jianjun Huang*, Jinyang Xu. Identifying autism spectrum disorder based on machine learning for multi-site fMRI. Journal of Neuroscience methods, 416(2025), 110379.

[3] Li Kang, Chuanghong Zhao, Jianjun Huang*. Object Re-Identification Based on Federated Incremental Subgradient Proximal. IEEE Open Journal of Computer Society, 2025, 6: 60-71, 2025, doi: 10.1109/OJCS.2024.3489875.

[4] Li Kang, Xinxin Song, Jianjun Huang*. MRI Super-Resolution Reconstruction Based on 3D Dense Connected Convolutional Autoencoders. Biomedical signal Processing and Control, 2025, 107, 107777.

[5] Jianjun Huang, Zihao Rui, Li Kang*. FedISP: An Incremental Subgradient-Proximal-Based Ring-Type Architecture for Decentralized Federated Learning. Complex & Intelligent Systems, 2024, 10:2499-2514.

[6] Jianjun Huang, Haoqiang Hu, Li Kang. Time Convolutional Network-Based Maneuvering Target Tracking with Azimuth-Doppler Measurement. Sensors, 2024, 24: 263.

[7] Li Kang, Bin Tang, Jianjun Huang*, Jianping Li. 3D-MRI super-resolution reconstruction using multi-modality based on multi-resolution CNN. Computer Methods and Programs in Biomedicine, 2024, 248(108110): 1-9.(ESI高被引、ESI熱點(diǎn)論文)

[8] Li Kang, Bin Luo, Jianjun Huang*. Improving the learning performance of client’s local distribution in cyclic federated learning. Image Analysis & Stereology, 2024, 43: 1-8.

[9] Li Kang, Jin Chen, Jianjun Huang*, Jingwan Jiang. Autism Spectrum Disorder Recognition based on Multi-view Ensemble Learning with Multi-site fMRI. Cognitive Neurodynamics, 2023, 17(2): 345-355.

[10] Li Kang, Ziqi Zhou, Jianjun Huang*, Wenzhong Han. Renal tumor segmentation in abdomen CT images using 3D-CNN and ConvLSTM. Biomedical signal processing and control, 2022, 72,103334:1-16.

[11] Li Kang, Jin Chen, Jianjun Huang*, Tijiang Zhang, Jiahui Xu. Identifying Epilepsy based on Machine Learning Technique with Diffusion Kurtosis Tensor. CNS Neuroscience & Therapeutics, 2022, 28(3): 354-363.

[12] Li Kang, Guojuan Liu, Jianjun Huang*, Jianping Li. Super-Resolution Method for MRI Images Based on Multi-resolution CNN. Biomedical signal processing and control, 2022, 72,103372:1-7.

聯(lián)系方式：

辦公室：匯星樓1503

辦公電話：2673-2059

E-mail：huangjin@szu.edu.cn