张海曦

image.png

  姓 名:张海曦

  职 称:讲师

  办公室:304

  邮 箱:zh.haixi@nwafu.edu.cn

  

基本信息

    张海曦,2015年11月至2017年11月于美国北卡大学夏洛特分校进行联合培养;2020年7月毕业于西北工业大学电子信息学院电子科学与技术专业,获得工学博士学位;现为必赢bwin官网入口必赢bwin官网入口讲师。先后承担并参与国家自然科学基金青年项目、陕西省自然科学基金青年项目等科研项目十余项,在IEEE TMM、TCBB、CEA、TOSN、Neurocomputing等国际高水平期刊发表论文10余篇。目前担任Fronties in Plant Science、Applied Science等国际期刊客座编辑,担任ESWA、CEA、EAAI、Remote Sensing等国际期刊审稿人。

  

研究方向

1. 人工智能与智慧农业交叉研究;

2. 农业低空遥感数据分析及处理;

3. 有限数据驱动下的机器学习方法研究。


招生信息

 招生要求:

    1. 具备较好的编程能力,有深度学习方面的科创实践基础;

    2. 具备良好的英语阅读及写作能力;

    3. 能够积极参与组里的纵向研究性课题,以及横向实践性课题。


 提供支持:

    1. 完备的科研环境,以及充足的资金支持;

    2. 参加国内/外会议,与知名高校及实验室进行学术交流的机会;

    3. 为有意向进一步深造的同学提供推荐及支持。


 在读学生:

    2023级:  许堃莹(保研) 李恒照

    2024级:  王宇    姬博华   马宇涵


 大学生科创:

    招收有积极参加科研项目,发论文意向的同学参加科创项目


 已结题项目:

   荣昊、贾祎涵:基于深度层次化模型的大规模植物识别方法研究(校级优秀)


发表论文

12. Bin Liu, Xulei Huang, Leiming Sun, Xing Wei, Zeyu Ji, Haixi Zhang*. MCDCNet: Multi-scale constrained deformable convolution network for apple leaf disease detection. Computers and Electronics in Agriculture. (SCI 1区)

11. Bin Liu, Huakun Ren, Jiaxin Li, Nannan Duan, Aihong Yuan, Haixi Zhang*. RE-RCNN: A Novel Representation-Enhanced RCNN Model for Early Apple Leaf Disease Detection. IEEE/ACM Transcations on Sensor Sensor Networks, CCF-B.

10. Liangliang Tian, Haixi Zhang, Bin Liu, Jiaqi Zhang, Nannan Duan, Aihong Yuan,  Yingqiu Huo. VMF-SSD: A Novel V-Space based Multi-scale Feature Fusion SSD for Apple Leaf Disease Detection. IEEE/ACM Transcations on Computional Biology and Bioinformatics, CCF-B.

9. Henan Sun, Haowei Xu, Bin Liu, Dongjian He, Jinrong He, Haixi Zhang and Nan Geng. MEAN-SSD: A Novel Real-Time Detector for Apple Leaf Diseases Using Improved Light-weight Convolutional Neural Networks[J]. Computers and Electronics in Agriculture. (SCI 2区)

8. Dong Huang, Xiaoyi Feng, Haixi Zhang, Zitong Yu, Jinye Peng, Guoying Zhao, Zhaoqiang Xia : Spatio-Temporal Pain Estimation Network with Measuring Pseduo Heart Rate Gain. IEEE Transactions on Multimedia. (SCI 1区)

7. Haixi Zhang, Guiqing He, Feng Li, Zhaoqiang Xia, Bin Liu, Jinye Peng: Plant Taxonomy-guided path-based tree classifier for large-scale plant species identification. Journal of Electronic Imaging.30(02):023019(2021).(SCI 4区)

6. Xianlin Peng, Dong Huang, Haixi Zhang: Pain intensity recognition via multi-scal deep network. IET Image Process. 14(8):1645-1652(2020). (SCI 4区)

5. Haixi Zhang, Zhenzhong Kuang, Xianlin Peng, Guiqing He, JInye Peng, Jianping Fan: Aggregating diverse deep attention networks for large-scale plant species identification. Neurocomputing 278:283-294(2020).(SCI 2区)

4. Guiqing He, Yincheng Huo, Zhen Ao, Haixi Zhang: Towards plant organs in nature: a new dataset for plant organ system. Journal of Electronic Imaging 29(06):063009(2020). (SCI 4区)

3. Guiqing He, Qiqi Zhang, Haixi Zhang, Yuelei Xu, Jianping Fan: A concept ontology triplet network for learning discriminative representation for fine-grained classes. Multimedia Tools and Applications. 79(33-34):25189-25214(2020).(SCI 4区)

2. Lei Li, Zhaoqiang Xia, Abdenour Hadid, Xiaoyue Jiang, Haixi Zhang, Xiaoyi Feng: Replayed video attack detection based on motion blur analysis. IEEE Trans. Inf. Forensics Secur. 14(9):2246-2261(2019). (SCI 1区)

1. Haixi Zhang, Guiqing He, Jinye Peng, Zhenzhong Kuang, Jianping Fan: Deep Learning of path-based tree classifiers for large-scale plant species identification. MIPR 2018:25-30. (CCF-C 会议)


  

项目经历

1. “空-谱-时”特征融合的潜育期苹果叶片病害诊断方法,国家自然科学基金青年项目(主持)

2. 基于层次化模型的大规模植物识别方法研究,陕西省青年科学基金项目(主持)

3. 基于深度学习的大规模植物识别方法研究,必赢bwin官网入口博士科研启动基金(主持)

4. 基于卷积神经网络的新型卫星全色与多光谱图像融合方法研究,航空科学技术基金项目(参与)

5. 基于深度学习的大规模图像层次化多任务目标识别方法研究,航空科学基金项目(参与)

6. 媒体大数据的深度分析与结构化描述关键技术研究,国家“863”课题(参与)

  


 

  

Name:

Professional Title:

Office:

Tel:

Email:

 

Personal Information
  

 

Research Directions
  

 

Curriculum
  

 

Academic Achievement
 

 

Current Undergraduate
 

 

Graduated Student