个人简介
屈晓磊,1984年生,博士,副教授。2007年7月本科毕业于西安交通大学软件学院;2009年7月硕士毕业于华中科技大学图像识别与人工智能研究所,硕士期间主要从事红外弱小目标的检测、跟踪和识别的相关研究;2012年9月毕业于日本东京大学生物医学工程专业,博士期间主要从事医学超声波成像和医学图像处理的研究;毕业后任职三星泰科日本研究中心(日本福冈)高级工程师,主要从事图像处理和图像识别的工作;2014年6月至2017年3月任职东京大学博士后研究员,研究集中在医学超声波CT成像算法和超声波治疗监控方法上;2017年4月回国任职于北京航空航天大学仪器科学与光电工程学院至今,回国后一直从事图像处理、识别和医学超声成像方面的研究和工作,公开发表学术论文30余篇,申请发明专利10余项。
教育经历
2009.10 -- 2012.9 东京大学 生物医学工程 博士 主要从事医学超声成像和医学图像处理相关研究
2007.9 -- 2009.6 华中科技大学 控制科学与工程 硕士 模式识别与智能系统专业
2003.9 -- 2007.6 西安交通大学 软件工程 学士
工作经历
2017.5 -- 至今 北京航空航天大学 仪器科学与光电工程学院 副教授
2014.6 -- 2017.3 东京大学 工学系研究科 特任研究员
2012.10 -- 2014.5 三星泰科研究中心(日本) 高级工程师 主要从事图像处理和识别相关的研究和开发工作
社会兼职
2020.7 -- 2023.6 《计测技术》杂志青年编委
近期论文
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A VGG attention vision transformer network for benign and malignant classification of breast ultrasound images:Medical Physics,2022
Deep-Learning-Based Ultrasound Sound-Speed Tomography Reconstruction with Tikhonov Pseudo-Inverse Priori:Ultrasound in medicine and biology,2022
Localized Motion Imaging for Monitoring HIFU Therapy: Comparison of Modulating Frequencies and Utilization of Square Modulating Wave:Ultrasonics,2022
Image manipulation detection by multiple tampering traces and edge artifact enhancement:Pattern Recognition,2022
A Deep Learning-based Automatic First-arrival Picking Method for Ultrasound Sound-speed Tomography:IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control,2021
An attention‐supervised full‐resolution residual network for the segmentation of breast ultrasound images:Medical Physics,2020
Xiaolei Qu*, Takashi Azuma, Jack T. Liang and Yoshikazu Nakajima, “Average sound speed estimation using speckle analysis of medical ultrasound data”, International Journal of Computer Assisted Radiology and Surgery, Volume 7. Issue 6. 891-899 (2012) (SCI)
Xiaolei Qu*, Takashi Azuma*, Haruka Imoto, Riaz Raufy, Hongxiang Lin, Hirofumi Nakamura, Satoshi Tamano, Shu Takagi, Shin-ichiro Umemura, Ichiro Sakuma and Yoichiro Matsumoto, "Novel automatic first-arrival picking method for ultrasound sound-speed tomography", Japanese Journal of Applied Physics, Volume 54, 07HF10 (2015) (SCI)
Xiaolei Qu*, Takashi Azuma*, Ryusuke Sugiyama, Kengo Kanazawa, Mika Seki, Akira Sasaki, Hideki Takeuchi, Keisuke Fujiwara, Kazunori Itani, Satoshi Tamano, Shu Takagi, Ichiro Sakuma and Yoichiro Matsumoto, “Improved highly accurate localized motion imaging for monitoring high-intensity focused ultrasound treatment”, Japanese Journal of Applied Physics, Volume 55, 07KF04 (2016) (SCI)
Xiaolei Qu, Chao-Jen Lai, Yuncheng Zhong, Ying Yi and C. Shaw*, “A general method for cupping artifact correction of cone beam breast computed tomography images”, International Journal of Computer Assisted Radiology and Surgery, Volume 11. Issue 7. 1233-1246 (2016) (SCI)
Xiaolei Qu, Takashi Azuma*, Takeshi Yogi, Shiho Azuma, Hideki Takeuchi, Satoshi Tamano, and Shu Takagi, “Synthetic aperture ultrasound imaging with a ring transducer array: preliminary ex vivo results”, Journal of Medical Ultrasonics, Volume 43, Issue 4, 461-471. (2016) (SCI)(封面文章)
Xiaolei Qu*, Takashi Azuma*, Hongxiang Lin, Hirofumi Nakamura, Satoshi Tamano, Shu Takagi, Shin-ichiro Umemura, Ichiro Sakuma, and Yoichiro Matsumoto, “Computational cost reduction by avoiding ray-linking iteration of bent-ray method for sound speed image reconstruction in ultrasound computed tomography”, Japanese Journal of Applied Physic, Volume56, 07JF14 (2017) (SCI)
Hongxiang Lin*, Takashi Azuma, Xiaolei Qu, and Shu Takagi, “Robust contrast source inversion method with automatic choice rule of regularization parameters for ultrasound waveform tomography”,Japanese Journal of Applied Physics, Volume 55, 07KB08. (2016) (SCI)