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Dr. Fan,Huijie
Associate Professor

Robot Vision Group

State Key Laboratory
 of Robotics

Shenyang Institute
of Automation

Chinese Academy
 of Sciences


Nanta Street 114
110016 Shenyang
P. R. China


Tel: +86 24 23970511
Fax: +86 24 23970021
fanhuijie@sia.cn
Office: R320


  








 



Dr. Huijie Fan,
Associate Professor


Research interests

image segmentation and object recognition

 


















Brief Bio.

Huijie Fan received her B.S. degree in the department of automation,the Unversity of Science and Technology of China in 2007. In 2013, she received the doctor's degree in Shenyang Institute of Automation,Chinese Academy of Sciences. Currently she is an associate professor in Shenyang Institute of Automation, Chinese Academy of Sciences.
 











 









Publications

1)Qiang Wang, Gan Sun, Huijie Fan, Wentao Li, Yandong Tang,"APAN: Across-scale Progressive Attention Network for Single Image Deraining", IEEE Signal Processing Letters,2021 (accepted)

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

3)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

4) 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

5) 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

6) 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

7) 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

8) 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

9) 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

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

11) Fan H J, Cong Y, Yang Y S, et al. Sparse representation for gastropathy disease diagnosis (in Chinese). Chin Sci Bull (Chin Ver), 2013, 58(Suppl. II): 145–151


12)
Huijie Fan, Yang Cong, Yandong Tang;"SELF-CLOSED PARTIAL SHAPE DESCRIPTOR FOR SHAPE
RETRIEVAL", IEEE International Conference on Image Processing (ICIP) 2012

13) 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)

14) 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)

15) 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.

16) Huijie Fan, Lipo Zhao, Yandong Tang, "A new open curve detection algorithm for extracting the laser lines on the road", ICMIT 2011

























R&D Projects:

1) Weak Labeled Medical Imaging Diagnosis via Online Learning
2019.01-2022.12; Principal Investigator
Project Funding: National Natural Science Foundation of China

2) Partial ShapeRecognition from Natural Scene Images
2014.01-2017.12; Principal Investigator
Project Funding: National Natural Science Foundation of China

3)Online Learning for Robot Scene Understanding
 
2014.01-2017.12
Project Funding: National Natural Science Foundation of China

4) Unified Abnormal Event Detection via Sparse Representation and Dictionary Selection

2012.01-2014.12

Project Funding: National Natural Science Foundation of China

5) The visual detection technology on high-speed precision manufacturing roduction line

2009.01-2012.12
Project Funding: National Natural Science Foundation of China

6) Flame Front and Feature Extraction from PLIF Image based on Level Sets

2009.01-2011.12

Project Funding: National Natural Science Foundation of China