范慧杰 博士， 研究员，博士生导师 

论文发表：

1、Huijie Fan, Yu Qiao, Yihao Zhen, Tinghui Zhao, Baojie Fan, Qiang Wang ,"All-Day Multi-Camera Multi-Target Tracking", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025.

2、Xin Luan, Huijie Fan, Q. Wang, N. Yang, S. Liu, X. Li, Y. Tang, "FMambaIR: A Hybrid State Space Model and Frequency Domain for Image Restoration", IEEE Transactions on Geoscience and Remote Sensing 2025.

3、Jiawei Liu, Qiang Wang, Huijie Fan, Yinong Wang, Yandong Tang, Liangqiong Qu, “Residual Denoising Diffusion Models”，IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024.

4、X. Li, B. Fan, J. Tian, Huijie Fan, “GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection”，IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

5、Huijie Fan, Zhencheng Yu, Qiang Wang, Baojie Fan and Yandong Tang, “QueryTrack: Joint-modality Query Fusion Network for RGBT Tracking”, IEEE Transactions on Image Processing 2024

6、Jiawei Liu, Q. Wang, H. Fan, J. Tian, Y. Tang, "A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal", IEEE Transactions on Neural Networks and Learning Systems 2023.

7、Huijie Fan, Xiaotong Wang, Qiang Wang*, Shengpeng Fu, Yandong Tang, "Skip Connection Aggregation Transformer for Occluded Person Re-identification", IEEE Transactions on Industrial Informatics, 2023 

8、Jiawei Liu, Qiang Wang, Huijie Fan*, Wentao Li, Liangqiong Qu, Yandong Tang, "A Decoupled Multi-Task Network for Shadow Removal", IEEE Transactions on Multimedia, 2023 

9、Shiben Liu, Huijie Fan*, Sen Lin,Qiang Wang, Naida Ding, Yandong Tang, "Adaptive learning attention network for underwater image enhancement", IEEE Robotics and Automation Letters, Volume: 7, Issue: 2，5326-5333，2022

10、Baojie Fan, Hui Zhang, Yang Cong,Yandong Tang, Huijie Fan and Jiandong Tian, "Dual Aligned Siamese Dense Regression Tracker", IEEE Transactions on Image Processing,31,3630-3643, 2022

11、Qiang Wang, Gan Sun, Huijie Fan, Wentao Li, Yandong Tang, "APAN: Across-Scale Progressive Attention Network for Single Image Deraining",IEEE SIGNAL PROCESSING LETTERS, 29:159-163, 2022

12、Qiang Wang，Yingkui Du，Chi Ma，Huijie Fan*, "Towards Collaborative Appearance and Semantic Adaptation for Medical Image Segmentation", Neurocomputing 29:159-163, 2022

13、Jiawei Liu,Huijie Fan*, Qiang Wang, Wentao Li, Yandong Tang, et al.,"Local Label Point Correction for Edge Detection of Overlapping Cervical Cells", FRONTIERS IN NEUROINFORMATICS 16(2022):1-14

14、Qiang Wang, Huijie Fan*, Yandong Tang,"Recurrent Generative Adversarial Network for Face Completion", IEEE Transactions on Multimedia, Vol. 23, 429-441, 2021

15、Xiaomin Pei, Huijie Fan*, Yandong Tang, "Temporal pyramid attention‐based spatiotemporal fusion model for Parkinson's disease diagnosis from gait data", IET Signal Processing, Vol. 15,No.2, 80-87, 2021

16、Qiang Wang, Huijie Fan*, Gan Sun, Yang Cong, Yandong Tang, "Laplacian Pyramid Adversarial Network for Face Completion", Pattern Recognition, Volume 88, April 2019, Pages 493-505

17、Qiang Wang, Huijie Fan*, Yandong Tang,"Deeply Supervised Face Completion with Multi-context Generative Adversarial Network", IEEE Signal Processing Letters, Volume 26,No.3, 2019, Pages 400-404

18、Jiandong Tian, Liangqiong Qu, Huijie Fan, Wentao Li, Yandong Tang,"Evaluation of shadow features", IET Computer Vision, Volume: 12, Issue: 1, 2018, Pages: 95-103

19、Qiang Wang, Huijie Fan*, Yang Cong, Yandong Tang, "LARGE RECEPTIVE FIELD CONVOLUTIONAL NEURAL NETWORK FOR IMAGE SUPER-RESOLUTION", IEEE International Conference on Image Processing (ICIP) 2017

20、Shuai Wang, Yang Cong, Huijie Fan, et al., "Multi-class Latent Concept Pooling for Computer-Aided Endoscopy Diagnosis", ACM Transactions on Multimedia Computing, Communications, and Applications, Volume 13 Issue 2, 2017

21、Shuai Wang , Yang Cong*, Huijie Fan, L. Liu , X. Li, S. Yang, Yandong Tang , Huaici Zhao ,Haibin Yu, "Computer-Aided Endoscopic Diagnosis Without Human Specific Labeling", IEEE Transactions on Bio-medical Engineering 63(11):2347-2358, 2016

22、Huijie Fan,Yang Cong,Yandong Tang,"Object detection based on scale-invariant partial shape matching", Machine Vision and Applications,Vol.26, No.6,2015.

23、范慧杰,丛杨,唐延东，“基于稀疏表达的胃部疾病检测”,中国科学通报,2013 年第58 卷 S2：112-120

24、Huijie Fan, Yang Cong, Yandong Tang;"SELF-CLOSED PARTIAL SHAPE DESCRIPTOR FOR SHAPE RETRIEVAL",IEEE International Conference on Image Processing (ICIP) 2012

25、Huijie Fan, Linlin Zhu, Yandong Tang; “Skew detection in document images based on rectangular active contour”, International Journal on Document Analysis and Recognition, Volume 13, Number 4, 261-269,2010. （SCI; EI）

26、Huijie Fan, Wei Dong, Yandong Tang, “Globally Optimal and Region Scalable CV Model on Automatic Target Segmentation”, ICIRA 2010, Lecture Notes in Computer Science, 2010, Volume 6424/2010, 600-608. (EI)

27、Huijie Fan, Wei Dong, Yandong Tang,” Flame Front Detection by Line Enhance Active Contour from OH-PLIF Images”, 2010 Third International Conference on Intelligent Networks and Intelligent Systems, Nov. 1-3, Shenyang, China, pp.24-27.

28、Huijie Fan, Lipo Zhao, Yandong Tang,” A new open curve detection algorithm for extracting the laser lines on the road”, ICMIT 2011.

29、郑姗，范慧杰*等，“多相主动轮廓模型的眼底图像杯盘分割”, 中国图象图形学报，19(11):1604-1612,2014

研究项目：

1、数-模联动的铲-装-行多机构协同精准智能控制

经费来源：国家重点研发计划项目（课题）；2024-2027；课题负责人

2、煤矿井下巷道重型管道安装机器人研制及应用

经费来源：辽宁省重点研发计划项目； 2024-2025； 项目负责人

3、基于在线学习的弱标注医学影像病灶诊断算法研究

经费来源：国家自然科学基金面上项目； 2019-2022； 项目负责人

4、复杂背景下自动目标识别（国家重大研究计划项目课题）

经费来源：国家科技部； 2019-2021； 课题负责人

5、图像复原与目标识别定位（国家重大研究计划项目课题）

经费来源：国家科技部； 2019-2021； 课题负责人

6、自然场景中的部分形状识别研究

经费来源：国家自然科学基金； 2015-2017； 项目负责人

7、机器人在线学习和场景感知研究

经费来源：国家自然科学基金； 2014-2017

8、基于稀疏表达和字典选择的一致异常行为算法研究

经费来源：国家自然科学基金； 2012-2014

9、基于水平集理论PLIF火焰前锋与特征提取算法研究

经费来源：国家自然科学基金； 2009-2011

10、高速精密制造生产线的视觉检测技术研究（课题：高速目标自动识别与跟踪）

经费来源：国家自然科学基金；2009-2012