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科研团队>研究人员

科研团队

范慧杰
范慧杰 博士, 研究员,博士生导师 
 中国科学院青年创新促进会会员
 研究领域:图像分割,目标识别
办公室:R320
电话:024-23970511
传真:024-23970021
Email: fanhuijie@sia.cn
机器人视觉研究组 机器人学国家重点实验室 中国科学院沈阳自动化研究所 沈阳市南塔街114号 邮编:110016
  
个人简历
    2007年于中国科技大学获得学士学位;2007年至2013年,作为硕博连读生,在中国科学院沈阳自动化研究所攻读博士学位;自2007年以来,分别获得中科院优秀研究生,研究所知识创新工程优秀研究生冠名奖、辽宁省科学技术奖励科技进步二等奖、辽宁省自科学学术成果奖二等奖。2013年12月获得博士学位,现为机器人学国家重点实验室研究员,中国科学院青年创新促进会沈阳分会秘书长。
主要工作
    主要从事图像分割与自动目标识别研究工作。作为主要承担者,先后参加了多项国家级课题的申请和研发工作,其中包括国家自然科学基金面上项目,重点项目,国家重大研究计划项目课题。作为项目负责人,分别于2014年和2018年获得国家自然科学基金青年面上项目、面上项目资助。

论文发表

1)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 (accepted)
2)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 (online published)
3)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
4)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
5)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
6)Qiang Wang,Yingkui Du,Chi Ma,Huijie Fan*, "Towards Collaborative Appearance and Semantic Adaptation for Medical Image Segmentation", Neurocomputing 29:159-163, 2022
7)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
8) Qiang Wang, Huijie Fan*, Yandong Tang,"Recurrent Generative Adversarial Network for Face Completion", IEEE Transactions on Multimedia, Vol. 23, 429-441, 2021
9)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
10) 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
11) 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
12) 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
13) 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
14) 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
15) 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
16) Huijie Fan,Yang Cong,Yandong Tang,"Object detection based on scale-invariant partial shape matching", Machine Vision and Applications,Vol.26, No.6,2015.
17) 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
18) Huijie Fan, Yang Cong, Yandong Tang;"SELF-CLOSED PARTIAL SHAPE DESCRIPTOR FOR SHAPE RETRIEVAL",IEEE International Conference on Image Processing (ICIP) 2012
19) 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)
20) 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)
21) 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.
22) Huijie Fan, Lipo Zhao, Yandong Tang,” A new open curve detection algorithm for extracting the laser lines on the road”, ICMIT 2011.
23)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) 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; 2019-2022; 项目负责人
2) 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
3) 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
4) 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
5) 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
6) 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
7) 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
8) 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


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