• 秦斌杰

    副教授,硕士生导师。2002年获上海交通大学工学博士学位。2002年至2004年在上海交通大学生物医学工程系任讲师,2004年至2011年任副教授。2012.08-2013.08期间任伦敦大学学院计算机系访问教授。2014.05-2015.05期间任上海交通大学科学技术发展研究院院长助理。2011年至今任上海交通大学生物医学工程学院副教授。任IEEE Transactions on Image Processing, IEEE Transactions on Neural Networks and Learning Systems, Medical Image Analysis, Pattern Recognition, IEEE Transactions on Cybernetics, IEEE Journal of Biomedical and Health Informatics, Bioinformatics, IEEE Transactions on Instrumentation and Measurement等三十多家国际期刊的审稿人,Frontiers in Neuroscience副主编 (Associate Editor),2018年度Pattern Recognition杰出审稿人,2020-2022年度《上海交通大学学报》有突出贡献审稿专家,国家自然科学基金面上项目,教育部博士点基金项目,浙江省、黑龙江省、河北省、陕西省、广西省自然科学基金项目和省市高层次创业人才引进项目评审专家。

    主要从事生物医学成像和图像视频处理、计算机视觉和机器学习、信号处理和生命科学仪器、以及科技分类评价和创新机制等方面的研发活动。主持多项国家自然科学基金面上项目、上海市及企业合作项目,他的团队自主研发了已用于临床和科研的计算机辅助手术导航系统、生物发光和荧光成像系统等。

     

    链接:[GitHub][科学网博客] 

研究方向
主要从事生物医学成像和图像视频处理、机器学习和计算机视觉、信号处理和生命科学仪器、以及科技分类评价和创新机制等方面的产学研活动。主持多项国家自然科学基金面上项目、上海市及企业合作项目,他的团队自主研发了已用于临床的计算机辅助手术导航系统,生物发光和荧光成像系统等。
代表性论文专著

1. Ruipeng Zhang, Binjie Qin*, Song Ding*, Jun Zhao, Yueqi Zhu, Xu Chen, Yisong Lv. Locating X-ray coronary angiogram keyframes via long short-term spatiotemporal attention with image-to-patch contrastive learning, IEEE Transactions on Medical Imaging, Submitted, 2022. 

2. Binjie Qin*, Haohao Mao, Yiming Liu, Jun Zhao, Yisong Lv, Yueqi Zhu, Song Ding, Xu Chen. Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography, IEEE Transactions on Medical Imaging (IF: 11.037, Top期刊), 41(11): 3087-3098, 2022Code pdf

3. Binjie Qin*, Sung-Liang Chen*, Peng Miao, and Zhongzhao Teng. Editorial: Cerebral vessel extraction—from image acquisition to machine learning, Frontiers in Neuroscience (IF: 5.152), 16: 972389, 2022.

4. Binjie Qin*, Mingxin Jin, and Song Ding. Extracting heterogeneous vessels in X-ray coronary angiography via machine learning, In Cardiovascular and Coronary Artery Imaging, pp. 89-127. Academic Press, 2022.pdf

5. Yiming Liu, Binjie Qin*, Rong Li, Xintong Li, Anqi Huang, Haifeng Liu, Yisong Lv, Min Liu* , Motion-robust multimodal heart rate estimation using BCG fused remote-PPG with deep facial ROI tracker and pose constrained Kalman filterIEEE Transactions on Instrumentation and Measurement (IF: 5.332, Q1区), 70: 1-15, Art no. 5007215, 2021. pdf

6. Dongdong Hao, Song Ding, Linwei Qiu, Yisong Lv, Baowei Fei, Yueqi Zhu, Binjie Qin*Sequential vessel segmentation via deep channel attention network, Neural Networks (IF: 9.657, Q1区), 128: 172-187, 2020. Code pdf

7. Kunqiang Mei, Bin Hu, Baowei Fei, and Binjie Qin*, Phase asymmetry ultrasound despeckling with fractional anisotropic diffusion and total variation, IEEE Transactions on Image Processing (IF: 11.041, Top期刊), 29: 2845-2859, 2020. Codepdf

8. Sanqian Li, Binjie Qin, Jin Xiao, Qiegen Liu*, Yuhao Wang, Dong Liang*, Multi-channel and Multi-model based Autoencoding Prior for Grayscale Image Restoration, IEEE Transactions on Image Processing (IF: 11.041, Top期刊), 29: 142-156, 2020. Codepdf   

9. Wenzhao Zhao, Qiegen Liu, Yisong Lv, and Binjie Qin*, Texture variation adaptive image denoising with nonlocal PCAIEEE Transactions on Image Processing (IF: 11.041, Top期刊), 28(11): 5537-5551, 2019. Code pdf  

10. Binjie Qin*, Mingxin Jin, Dongdong Hao, Yisong Lv, Qiegen Liu, Yueqi Zhu, Song Ding*, Jun Zhao, Baowei Fei, Accurate Vessel Extraction via Tensor Completion of Background Layer in X-ray Coronary Angiograms, Pattern Recognition (IF: 8.518, Top期刊), 87: 38-54, 2019.pdf  

11. Mingxin Jin, Dongdong Hao, Song Ding*, Binjie Qin*Low-rank and sparse decomposition with spatially adaptive filtering for sequential segmentation of 2D+t vessels, Physics in Medicine and Biology (IF: 4.174), 63(17): 17LT01, 2018. pdf 

12. Binjie Qin*, Zhuangming Shen, Zeshan Fu, Zien Zhou, Yisong Lv, and Jinsong Bao*, Joint-saliency structure adaptive kernel regression with adaptive-scale kernels for deformable registration of challenging images, IEEE Access (IF: 3.476), 6: 330-343, 2018. pdf 

13. Mingxin Jin, Rong Li, Jian Jiang, Binjie Qin*, Extracting contrast-filled vessels in X-ray angiography by graduated RPCA with motion coherency constraint, Pattern Recognition (IF: 8.518, Top期刊), 63: 653-666, 2017. Code pdf  

14. Jianhua Luo, Zhiying Mou, Binjie Qin*, Wanqing Li, Feng Yang, Marc Robini, and Yuemin Zhu, Fast single image super-resolution using estimated low-frequency k-space data in MRIMagnetic Resonance Imaging (IF: 3.13), 40 (2017): 1-11.pdf

15. Binjie Qin*, Chen Hu, and Shaosen Huang, Target/background Classification Regularized Nonnegative Matrix Factorization for Fluorescence Unmixing, IEEE Transactions on Instrumentation and Measurement (IF: 5.332, Q1区), 65(4): 874-889, 2016. Code pdf  

16. Binjie Qin*, Zhuangming Shen, Zien Zhou, Jiawei Zhou, and Yisong Lv, Structure Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression, Applied Soft Computing (IF: 8.263, Q1区), 46: 851-867, 2016.pdf

17. Feng Zhu, Binjie Qin*, Weiyue Feng, Huajian Wang, Shaosen Huang, Yisong Lv, Yong Chen, Reducing Poisson noise and baseline in X-ray spectral images with bootstrap Poisson regression and robust nonparametric regressionPhysics in Medicine and Biology (IF: 4.174), 58(6): 1739-1758, 2013. Code pdf 

18. Binjie Qin*, Zhijun Gu, Xianjun Sun, and Yisong Lv, Registration of Images with Outliers Using Joint Saliency MapIEEE Signal Processing Letters (IF: 3.201), 17(1): 91-94, 2010. Code pdf

联系方式

邮箱地址:bjqin@sjtu.edu.cn

联系电话:021-34204382

办公地址:闵行校区文选医学楼 312室