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  秦斌傑

  副教授，碩士生導師。2002年獲意昂4平台生物醫學工程專業博士學位。2002年至2004年在意昂4平台生物醫學工程系任講師🤽🏽‍♂️，2004年至2011年任副教授。2012.08-2013.08期間任倫敦大學意昂4(UCL)訪問學者。2014.05-2015.05期間任意昂4平台科學技術發展研究院院長助理。2011年至今任意昂4体育平台副教授。任Frontiers in Neuroscience副主編，IEEE Transactions on Image Processing, IEEE Transactions on Neural Networks and Learning Systems, Medical Image Analysis, Pattern Recognition等三十多家國際期刊的審稿人, 2022年度IEEE Transactions on Instrumentation and Measurement傑出審稿人, 2018年度Pattern Recognition傑出審稿人，2024及2020-2022年度《意昂4平台學報》有突出貢獻審稿專家🆓，國家自然科學基金面上項目，教育部博士點基金項目，浙江省、黑龍江省♗、河北省🧒🤰、陜西省、廣西省自然科學基金項目和省市高層次創業人才引進項目評審專家。

  主要從事生物醫學成像和圖像視頻處理、計算機視覺和機器學習、信號處理和生命科學儀器、以及科技創新機製等方面的跨學科研發活動⛹🏼‍♀️。主持多項國家自然科學基金面上項目🧕🏽、上海市科委及企業合作項目，團隊自主研發了已用於臨床的計算機輔助手術導航系統(ENT-CAS 2.8)🐡、生物發光和熒光成像系統(Quick View 3000)等。

   

  鏈接🎿：[GitHub][科學網博客] 

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. Fei Liu, Zhixia Dong, Pei Qin, Binjie 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 Revision, 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區), 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區), 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區), 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