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  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(UCL)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、以及科技创新机制等方面的跨学科研发活动。主持多项国家自然科学基金面上项目、上海市科委及企业合作项目，团队自主研发了已用于临床的计算机辅助手术导航系统(ENT-CAS 2.8)、生物发光和荧光成像系统(Quick View 3000)等。

   

  链接：[GitHub][科学网博客] 

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: 8.9, Top期刊), 43(1):51-63, 2024. Code pdf

2. Binjie Qin*, Fei Liu, Zhixia Dong, Pei Qin, Sijie Xu, Xiangyun Zhao, Xu Chen, Lu Chen*, Xinjian Wan*. Unifying in-context denoising in ultrasound image segmentation deep learning: review and benchmark, In review, 2024.

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: 8.9, Top期刊), 41(11): 3087-3098, 2022. Code 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: 3.2), 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 filter, IEEE Transactions on Instrumentation and Measurement (IF: 5.6, 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: 6.0, 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: 10.8, 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: 10.8, 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 PCA，IEEE Transactions on Image Processing (IF: 10.8, 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: 7.5, Top期刊), 87: 38-54, 2019.pdf  

12. Wenzhao Zhao, Yisong Lv, Qiegen Liu, Binjie Qin*. Detail-preserving image denoising via adaptive clustering and progressive PCA thresholding, IEEE Access, 6: 6303-15, 2018. Code

13. 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: 3.3), 63(17): 17LT01, 2018. pdf 

14. 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: 3.4), 6: 330-343, 2018. pdf 

15. 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: 7.5, Top期刊), 63: 653-666, 2017. Code pdf  

16. 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 MRI, Magnetic Resonance Imaging (IF: 2.1), 40 (2017): 1-11.pdf

17. Binjie Qin*, Chen Hu, and Shaosen Huang. Target/background Classification Regularized Nonnegative Matrix Factorization for Fluorescence Unmixing, IEEE Transactions on Instrumentation and Measurement (IF: 5.6, Q1区), 65(4): 874-889, 2016. Code pdf  

18. 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: 7.2, Q1区), 46: 851-867, 2016.pdf

19. 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 regression, Physics in Medicine and Biology (IF: 3.3), 58(6): 1739-1758, 2013. Code pdf 

20. Binjie Qin*, Zhijun Gu, Xianjun Sun, and Yisong Lv. Registration of Images with Outliers Using Joint Saliency Map, IEEE Signal Processing Letters (IF: 3.2), 17(1): 91-94, 2010. Code pdf