主要负责项目

1.  2021.01-2024.12,国家自然科学基金,民航联合基金重点项目(U2033218),多源数据融合的机场道面关键参数提取和状态评估技术**;(核心参与)

2.  2018.01-2020.12,国家自然科学基金青年项目(61702322):跨摄像头网络多目标跟踪数据关联建模与身份重识别;(主持)

3.  2018.07-2020.06,上海市科委重点项目(18511101600):基于多源无缝定位导航的桥梁无人机巡检技术及应用示范;(核心参与)

4.  2019.04-2019.11,上海欣诺通信技术股份有限公司:智能SC端子状态图像识别算法研究与开发;(主持)

5.  2019.01-2020.03,上海飞机制造有限公司(19)DZ-003:基于无人机的飞机表面喷漆状态智能检测系统设计与研发;(核心参与)

6.  2019.01-2023.12,国家自然科学基金重点项目(61831018):自主学习的移动互联网视频传输基础理论与方法**;(核心参与)

7.  2018.01-2021.12,国家自然科学基金面上项目(61772328):面向物体级的视觉SLAM动态三维场景解析与重建**;(核心参与)

8.  2018.06-2021.06,上海市科委重点项目(18411952800):基于CT影像的胃癌分期数据挖掘应用及其诊治决策智能辅助系统初构研究;(核心参与)

9.  2017.07-2019.06,上海市教委优秀青年教师培养资助计划(ZZGCD16008):多摄像机网络下基于深度学习的多目标三维跟踪;(主持)

10.2015.11-2018.10,上海市科委地方院校能力建设项目(15590501300):多源特征融合的主动式行车安全分析与预警平台。(核心参与)

论文合集

一、外文期刊/会议论文

  1. Discriminant Feature Learning with Self-Attention for Person Re-Identification.
    Author:Yang Li and Xiaoyan Jiang* and Jenq-Neng Hwang.
    Conferencce:International Published at on Neural Information Processing (ICONIP), 2019.12.12-2019.12.15. Sydney, Australia. (CCF C类国际Published at).
    [preprint]
  1. Unsupervised learning of depth and ego-motion with spatial-temporal geometric constraints.
    Author:Anjie Wang and Yongbin Gao and Zhijun Fang* and Xiaoyan Jiang* and Shanshe Wang and Siwei Ma and Jenq-Neng Hwang.
    Published at:IEEE International Published at on Multimedia and Expo (ICME), 2019.08 (CCF B类国际Published at).
  1. Multi-modal 3D Object Detection by 2D-guided Precision Anchor Proposal and Multi-layer Fusion.
    Author:Yi Wu and Xiaoyan Jiang* and Zhijun Fang and Yongbin Gao and Hamido Fujita.
    Published at:Applied Soft Computing. 2021. (SCI, IF 6.725)  二区
    [preprint]
  1. Photometric Transfer for Direct Visual Odometry.
    Author:Kaiying Zhu and Xiaoyan Jiang* and Zhijun Fang and Yongbin Gao and Hamido Fujita and Jenq-Neng Hwang.
    Published at:Knowledge-Based Systems. 2021.2.15. vol:213 106671 (SCI, IF 8.038),一区
    [preprint]
  1. An Efficient Attention Module for 3D Convolutional Neural Networks in Action Recognition.
    Author:Guanghao Jiang and Xiaoyan Jiang* and Zhijun Fang and Shanshan Chen.
    Published at:Applied Intelligence. doi:10.1007/s10489-021-02195-8, 2021.2.24. (SCI, IF 5.086)
    [preprint]
  1. Effective Person Re-identification by Self-Attention Model Guided Feature Learning.
    Author:Yang Li and Xiaoyan Jiang* and Jenq-Neng Hwang.
    Published at:Knowledge-Based Systems, Vol. 187, 104832, 2020.01 (SCI, IF 8.038),一区.
  1. ADR‐Net: Context extraction network based on M‐Net for medical image segmentation.
    Author:Lingyu Ji and  Xiaoyan Jiang* and Yongbin Gao and Zhijun Fang and Qingping Cai and Ziran Wei.
    Published at:Medical Physics, 2020 (SCI, IF 3.317)
  1. An End-to-end Human Segmentation by Region Proposed Fully Convolutional Network.
    Author:Xiaoyan Jiang and Yongbin Gao and Zhijun Fang and Bo Huang.
    Published at:IEEE Access. Vol. 7: 16395-16405, 2019.01 (SCI, IF 4.098),二区
  1. Unsupervised learning of depth estimation based on attention model and global pose optimization.
    Author:Renyue Dai and Yongbin Gao and Zhijun Fang and Xiaoyan Jiang and Anjie Wang and Juan Zhang and Cengsi Zhong.
    Published at:Signal Processing: Image Communication. 78(2019): 284-292,2019.10 (SCI, IF 3.256),三区
  1. DD-CycleGAN: Unpaired image dehazing via Double-Discriminator Cycle-Consistent Generative Adversarial Network.
    Author:Jingming Zhao and Juan Zhang and Zhi Li and Jenq-Neng Hwang and Yongbin Gao and Zhijun Fang and Xiaoyan Jiang and Bo Huang.
    Published at:Engineering Applications of Artificial Intelligence. 82:263-271. 2019.06 (SCI, IF 6.212), 二区
  1. Single Image Snow Removal via Composition Generative Adversarial Networks.
    Author:Zhi Li and Juan Zhang and Zhijun Fang and Bo Huang and Xiaoyan Jiang and Yongbin Gao and Jenq-Neng Hwang.
    Published at:IEEE Access. Vol. 7(1): 25016-25025, 2019.02 (SCI, IF 4.098),二区  
  1. Data Fusion-Based Multi-Object Tracking for Unconstrained Visual Sensor Networks.
    Author:Xiaoyan Jiang and Zhijun Fang and Neal N. Xiong and Yongbin Gao and Bo Huang and Juan Zhang and Lei Yu and Patrick Harrington.
    Published at:IEEE Access. Vol. 6: 13716-13728, 2018.03 (SCI, IF 4.098),二区
  1. Human Action Monitoring for Healthcare Based on Deep Learning.
    Author:Yongbin Gao and Xuehao Xiang and Naixue Xiong and Bo Huang and Hyo Jong Lee and Rad Alrifai and Xiaoyan Jiang and Zhijun Fang.
    Published at:IEEE Access Vol. 6: 52277-52285, 2018.09 (SCI, IF 4.098),二区
  1. Depth Estimation of Video Sequences with Perceptual Losses.
    Author:Anjie Wang and Zhijun Fang and Yongbin Gao and Xiaoyan Jiang and Siwei Ma.
    Published at:IEEE Access. Vol. 6: 30536-30546, 2018.06 (SCI, IF 4.098) ,二区  
  1. **Multi-Marker Tracking for Large-scale X-ray Stereo Video Data. **
    Author:Xiaoyan Jiang and Marcel Simon and Yuan Yang and Joachim Denzler.
    Published at:Signal Processing: Image Communication. 59(2017): 140-149,2017.11 (SCI, IF 3.256),三区
  1. Accurate 3D Multi-Marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach.
    Author:Xiaoyan Jiang and Daniel Haase and Marco Körner and Wolfgang Bothe and Joachim Denzler.
    Published at:International Published at on Computer Analysis of Images and Patterns (CAIP). 2013.8. 117—125. York, UK.Oral(EI).

二、中文期刊论文

  1. 徐凯城,方志军,蔡清萍,卫子然,高永彬,姜晓燕,全局与局部注意力机制的胃部肿瘤分割算法,中国医学物理学杂志,38(4):446-451。

  2. 于润润,姜晓燕*,朱凯赢,蒋光好,周伟,吴益. 基于信息融合的移动端违章压线检测系统设计. 传感器与微系统(录用),2020,CSCD

  3. 黎阳,沈烨,刘敏,戴仁月,姜晓燕*. 融合运动信息与表观信息的多目标跟踪算法[J]. 电子科技, 33(9), 2020. SCD

  4. 刘文竹,黄勃,高永彬,姜晓燕,张娟,余宇新. Item2vec 与改进DDPG 相融合的推荐算法. 武汉大学学报(理学版). Vol. 65(3): 297-302. 2019.6. CSCD

  5. 陈欢,黄勃,刘文竹,高永彬,姜晓燕. 基于Python 的网络新闻爬虫与检索. 软件导刊. Vol. 18(5): 168-171. 2019.5.

  6. 李智; 张娟; 方志军; 黄勃; 姜晓燕; 黄正能. 基于循环生成对抗网络的道路场景语义分割. 武汉大学学报(理学版), 2019, (03): 303-308, CSCD