Yang Xiao
PhD Candidate
Paris, Ile-de-France, China
Summary
👤
Senior🎓
Top SchoolYang Xiao is a PhD candidate in computer vision based in Paris with eight years of experience applying deep learning to signal and image processing problems, from histological image segmentation to 3D pose and shape estimation at Amazon Imaging. His work bridges theory and practice—publishing in ISBI and ICASSP and implementing high-performance algorithms in C++, MATLAB and deep learning frameworks—to enable robust vision for robot manipulation in weakly-controlled environments. Trained across top French engineering schools and Huazhong University, he combines a solid background in optoelectronics and communications with hands-on experience in industrial imaging pipelines. Colleagues describe him as research-focused but pragmatic, able to move models from papers to production-oriented prototypes.
8 years of coding experience
Doctor of Philosophy - PhD, Computer Vision, Doctor of Philosophy - PhD, Computer Vision at École des Ponts ParisTechBachelor’s Degree, Optoelectronic, Bachelor’s Degree, Optoelectronic at Huazhong University of Science and TechnologyMaster’s Degree, Electrical, Electronic and Communications Engineering Technology/Technician, Master’s Degree, Electrical, Electronic and Communications Engineering Technology/Technician at Université Paris-SaclayBachelor’s Degree, Information, Systems, and Technology, Bachelor’s Degree, Information, Systems, and Technology at Paris-Sud University (Paris XI)Master 2, Signal and Image processing, Master 2, Signal and Image processing at CentraleSupelec
Chinese, English, French
Github Skills (26)
pose10
rendering10
datasets10
pose-estimation10
object-detection10
computer-vision10
deep-learning9
occlusion8
pytorch8
relationship6
meta4
solver4
computer-graphics3
renderer3
modeling3
Programming languages (1)
Github contributions (5)
YoungXIAO13/DeepDepthRefiner
Oct 2019 - May 2020
Contributions:39 commits, 1 push in 7 months
YoungXIAO13/ObjectPoseEstimationSummary
Jul 2019 - Nov 2022
Resources (papers, datasets, rendering methods) in the domain of object pose estimation.
Contributions:111 commits, 6 PRs, 105 pushes in 3 years 4 months
object-pose-estimationdeep-learningobject-detectioncomputer-visionpose-estimation
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