myself I am a third-year Ph.D student in the Robotics Institute at Carnegie Mellon University. My research interests lie in computational imaging, computer graphics and computer vision. Currently I am working with Professor Ioannis Gkioulekas on inverse rendering especially for sub-surface scattering material. Before that, I obtained my Master’s degree in Biomedical Engineering at CMU, focusing on medical image analysis, advised by Professor John Galeotti and Professor George Stetten. Before I came to CMU, I completed my undergraduate study in Biomedical Engineering with an Electrical Engineering minor at University of Connecticut, where I worked on bio-imaging and bioinstrumentation with Professor Guoan Zheng, Professor Quing Zhu and Professor John Enderle.

Research Interests

  • Computational Imaging
  • Computer Vision
  • Computer Graphics
  • Medical Imaging Analysis


dr Towards Learning-based Inverse Subsurface Scattering
Chengqian Che, Fujun Luan, Shuang Zhao, Kavita Bala, Ioannis Gkioulekas
IEEE Inter­national Conf­erence on Comput­ational Photo­graphy (ICCP), 2020

bibm Domain Randomization for Macromolecule Structure Classification and Segmentation in Electron Cyro-tomograms
Chengqian Che, Xian Zhou, Xiangrui Zeng, Xin Gao, Min Xu
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019

MVA Improved deep learning-based macromolecules structure classification from electron cryo-tomograms
Chengqian Che, Ruogu Lin, Xiangrui Zeng, John Galeotti, Min Xu
Machine Vision and Applications (MVA), 2018

wacv Ultrasound Tracking Using ProbeSight: Camera Pose Estimation Relative to External Anatomy by Inverse Rendering of a Prior High-Resolution 3D Surface Map
Jihang Wang, Chengqian Che, John Galeotti, Samantha Horvath, Vijay Gorantla, George Stetten
IEEE Winter Conference on Applications of Computer Vision (WACV), 2017

spie High frequency ultrasound in-plane registration of deformable finger vessels
Chengqian Che, Jihang Wang, Vijay Gorantla, John Galeotti
SPIE Medical Imaging: Image Processing, 2017

ultrasound Ultrasound registration: A review
Chengqian Che, Tejas Sudharshan Mathai, John Galeotti
Methods: Image Processing for Biologists, 2016

jbme A Neural Control Model for Horizontal Visual, Auditory and Auditory-Visual Bisensory Stimuli Elicited Saccades
Xiu Zhai, Chengqian Che, Benjamin Mazzarese, Allison Colberg, John Enderle
Journal of Bioengineering & Biomedical Science, 2016