Assistant ProfessorS421 Life Science Laboratories University of Massachusetts 240 Thatcher Way Amherst, MA 01003 xiandu@umass.edu(413) 577 - 0941(413) 545 - 1027Intelligent Sensing LabHorizontal TabsEducation Ph.D. Innovation in Manufacturing Systems and Technology, Singapore-MIT Alliance, National University of Singapore; Singapore and Cambridge, MA M.S. Mechatronics Engineering, Shanghai Jiaotong University; Shanghai, China B.S. Mechanical Engineering, Tianjin University; Tianjin, China Research Xian Du's research focuses on the scale up of flexible electronics printing processes from lab to industry using high-precision in-line inspection and pattern recognition technologies for large surface quality control. He also works on automatic, high resolution, accurate, and robust imaging tools for medical devices for noninvasive detection and description of biomarkers. Program Area: Mechanical EngineeringResearch Area: Biomedical and Healthcare Engineering Publications Please see my Google Scholar page for full list Rui Ma, Xian Du. “Closed-loop Feedback Registration for Consecutive Images of Moving Flexible Targets.” arXiv preprint arXiv:2110.10772, 2021. Rui Ma, Johnathan Czernik, Xian Du. “Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models.” arXiv preprint arXiv:2110.10755, 2021. Xi Qin, Bohan Wang, David Boegner, Brandon Gaitan, Yingning Zheng, Xian Du and Yu Chen. “Indoor localization of hand-held OCT probe using visual odometry and real-time segmentation using deep learning.” IEEE Transactions on Biomedical Engineering, accepted, 2021. Jingyang Yan, Rui Ma, Xian Du. “Consistent optical surface inspection based on open environment droplet size-controlled condensation figures.” Measurement Science and Technology, vol. 32, no. 10, pp. 1-13, 2021. Peter DiMeo, Lu Sun, Xian Du. “Fast and Accurate Autofocus Control Using Gaussian Standard Deviation and Gradient-based Binning.” Optics Express, vol. 29, no. 13. 2021. Henry Yau, Xian Du. "Robust deep learning-based multi-image super-resolution using inpainting," Journal of Electronic Imaging, vol. 30, no. 1, pp. 013005, 2021, DOI: 10.1117/1.JEI.30.1.013005. Xian Du, Jingyang Yan, and Rui Ma, “Fault Classification of Nonlinear Small Sample Data through Feature Sub-Space Neighbor Vote.” Electronics, vol.9, no. 11, pp. 1952, 2020. Jingyang Yan and Xian Du, “Real-time web tension prediction using web moving speed and natural vibration frequency.” Measurement Science and Technology, vol. 31, no. 11, pp.115205, 2020. Xian Du, “Fault detection using bispectral features and one-class classifiers." Journal of Process Control, vol. 83, pp. 1-10, 2019. Xian Du, David Hardt, Brian Anthony, “Real time imaging of invisible micron-scale monolayer patterns on a moving web using condensation figure." IEEE Transactions on Industrial Electronics, vol. 67, no. 5, DOI: 10.1109/TIE.2019.2914632, 2019. BOOK & BOOK CHAPTERS Jingyang Yan and Xian Du (January 24th 2020). “Web Tension and Speed Control in Roll-to-Roll Systems” [Online First], IntechOpen, DOI: 10.5772/intechopen.88797. Available from: https://www.intechopen.com/online-first/web-tension-and-speed-control-in-roll-to-roll-systems. Constantin Volosencu, Xian Du, Ali Saghafinia, Sohom Chakrabarty “Control Theory in Engineering,” IntechOpen, 2020. (Invited talk and paper) Xian Du, Jingyang Yan and Rui Ma, “Real-Time Metrology for Roll-to-Roll Microcontact Print Process Monitoring,” the International Conference on Electron, Ion, and Photon Beam Technology and Nanofabrication (EIPBN), 2020. (Speaker and paper) Xian Du and Dechao Zeng, “LED-based Solar Ring Light Simulator on a Measurescope,” the 2020 OSA Imaging and Applied Optics Congress, Vancouver, British Columbia, Canada, 22-26 June, 2020. (Poster, https://nnt2019.org/#abstracts), Jingyang Yan, Mehdi Riza1, Rui Ma, Xian Du, “Multimode Sensing for Roll-to-Roll Flexible Electronics Print Process Control,” the 18th International Conference on Nanoimprint and Nanoprint Technologies (NNT), October 14-16, 2019, Boston, MA. (Speaker and paper) Xian Du and Jingyang Yan, “Tension prediction using web moving speed and natural vibration frequency,” TechConnect World Innovation Conference & Expo, AI TechConnect, June 17-19, 2019, Boston, MA. (Poster) Jingyang Yan, Mehdi Riza, Jonathan Lombardi, Patrick Caviston, Xian Du, “Multimode Sensing for Roll-to-Roll Flexible Electronics Print Process Control,” Nextflex- Scalable Manufacturing Methods for Flexible Hybrid Electronics workshop, October 16, 2018, Amherst, MA. Honors NSF CAREER Award (2020) UMass TIDE Ambassador (2019/2020) LinksCV: Du_Xian04142020.pdfLab Affiliation: Intelligent Sensing Lab
