• 秦斌杰

    副教授,硕士生导师。2002年获上海交通大学生物医学工程专业博士学位。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访问学者。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Frontiers in Neuroscience副主编,IEEE Transactions on Image Processing, IEEE Transactions on Neural Networks and Learning Systems, Medical Image Analysis, Pattern Recognition等三十多家国际期刊的审稿人, 2022年度IEEE Transactions on Instrumentation and Measurement杰出审稿人, 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*, Jun Zhao, Yueqi Zhu, Yisong Lv, Song Ding*. Locating X-ray coronary angiogram keyframes via long short-term spatiotemporal attention with image-to-patch contrastive learning, IEEE Transactions on Medical Imaging (IF: 11.037, Top期刊), In Revision, 2023. 

2. Fei Liu, Lu Chen, Pei Qin, Sijie Xu, Zhixia Dong, Xiangyun Zhao, Xinjian Wan*, Xu Chen, Binjie Qin*. Is despeckling necessary for deep learning based ultrasound image segmentation? IEEE Transactions on Image Processing, Submitted, 2023.

3. 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

4. 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.

5. 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

6. 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

7. 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, Top期刊), 128: 172-187, 2020. Code pdf

8. 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

9. 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   

10. 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  

11. 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  

12. 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 

13. 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 

14. 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  

15. 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

16. 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  

17. 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

18. 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 

19. 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