Menglong Zhu
Robotics MSE '13; PhD, CIS '17 - Director of Machine Learning, DJI
Menglong is a PhD student in Computer Information Science under the supervision of Dr. Kostas Daniilidis. His research interests are in Computer Vision, Robotics, and Machine Learning. He specializes in object recognition, 3D pose estimation, human action recognition, visual SLAM and text recognition.
Menglong obtained a Bachelor’s in Computer Science from Fudan University in 2010 and a Master’s in Robotics from the University of Pennsylvania in 2012.
Publications
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior
Publisher IEEE Transactions on Pattern Analysis and Machine Intelligence
Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach
Publisher IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrated intelligence for human-robot teams
Publisher International Symposium on Experimental Robotics (ISER)
Localization from semantic observations via the matrix permanent
Publisher International Journal of Robotics Research (IJRR)
Sparseness meets deepness: 3D human pose estimation from monocular video
Publisher IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)
Multi-image matching via fast alternating minimization
Publisher IEEE International Conference on Computer Vision (ICCV)
Pose and Shape Estimation with Discriminatively Learned Parts
Publisher arXiv
Single image pop-up from discriminatively learned parts
Publisher IEEE International Conference on Computer Vision (ICCV)
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