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/CAA Journal of Automatica Sinica, Bioinformatics, IEEE Transactions on Instrumentation and Measurement, IEEE Signal Processing Letters, Physics in Medicine and Biology等三十多家国际期刊的审稿人,2021年Frontiers in Neuroscience专刊"Cerebral vessel extraction: from image acquisition to machine learning"客座编辑,2021和2020年度《上海交通大学学报》有突出贡献审稿专家,2018年度Pattern Recognition杂志杰出审稿人,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。
1. 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, Accept pending minor revision, 2022. pdf
2. 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
3. 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, 70: 1-15, Art no. 5007215, 2021. pdf
4. Dongdong Hao, Song Ding, Linwei Qiu, Yisong Lv, Baowei Fei, Yueqi
Zhu, Binjie
Qin*, Sequential
vessel segmentation via deep channel attention network, Neural Networks, 128: 172-187, 2020. Code pdf
5. 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, 29(1): 2845-2859, 2020. Codepdf
6. 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, 29(1):
142-156, 2020. Codepdf
7. Wenzhao Zhao, Qiegen Liu, Yisong Lv, and Binjie Qin*, Texture variation adaptive image denoising with nonlocal PCA,IEEE Transactions on Image Processing, 28(11): 5537-5551, 2019. Code pdf
8. 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, 87: 38-54, 2019.pdf
9. 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, 63(17): 17LT01,
2018. pdf
10. 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, 6: 330-343, 2018. pdf
11. 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, 63: 653-666, 2017. Code pdf
12. Binjie Qin*, Chen Hu, and Shaosen Huang, Target/background
Classification Regularized Nonnegative Matrix Factorization for Fluorescence
Unmixing, IEEE
Transactions on Instrumentation and Measurement, 65(4):
874-889, 2016. Code pdf
13. Binjie Qin*, Zhuangming Shen, Zien Zhou, Jiawei
Zhou, and Yisong Lv, Structure
Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression, Applied Soft Computing, 46: 851-867, 2016.pdf
14. 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, 58(6): 1739-1758, 2013. Code pdf
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