Jiulong Liu, Associate Professor
Research direction:
Computational inverse problems, Medical image reconstruction, Machine learningRepresentative work:
Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen, and Lixu Gu. A wavelet frame method with shape prior for ultrasound video segmentation. SIAM Journal on Imaging Sciences 9, no. 2 (2016): 495-519. Jiulong Liu, Xue Zhang, Xiaoqun Zhang, Hongkai Zhao, Yu Gao, David Thomas, Daniel A. Low, and Hao Gao. 5D respiratory motion model based image reconstruction algorithm for 4D cone-beam computed tomography. Inverse Problems 31, no. 11 (2015): 115007. Jiulong Liu, and Hao Gao. Material reconstruction for spectral computed tomography with detector response function. Inverse Problems 32, no. 11 (2016): 114001. Jiulong Liu, Angelica I. Aviles-Rivero, Hui Ji, and Carola-Bibiane Schönlieb. Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. Medical Image Analysis 68 (2021): 101930. Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh, Jun Han, and Jonathan Scarlett. Generative Principal Component Analysis. In International Conference on Learning Representations. 2021.
Contact information:
Office:Room 516, Lanbai Building Telephone:0086-10-82541751 Email:jiulongliu@lsec.cc.ac.cn