Bingbing Zhuang

I am currently a Postdoctoral Researcher at NEC Laboratories America, headed by Professor Manmohan Chandraker. I graduated from National Univeristy of Singapore with Ph.D. degree in 2019, advised by Professor Loong Fah Cheong and Professor Gim Hee Lee. Before, I obtained my Bachelor's degree at University of Science and Technology of China (USTC) in 2015.

[CV]

Email: bbzhuang92 [at] gmail [dot] com , bzhuang [at] nec-labs [dot] com

Research Interest

(1) 3D Computer Vision, including both low-level geometric problems (Structure-from-Motion, SLAM, 3D Reconstruction) and high-level 3D scene understanding. (2) Application of 3D Vision to Computational Photography.

Publications

	Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction Lokender Tiwari, Pan Ji, Quoc-Huy Tran, Bingbing Zhuang, Saket Anand, Manmohan Chandraker European Conference on Computer Vision (ECCV), 2020 [PDF] [Project Page] [1-min Video]
	Image Stitching and Rectification for Hand-Held Cameras Bingbing Zhuang, Quoc-Huy Tran. European Conference on Computer Vision (ECCV), 2020 [PDF] [Project Page] [1-min Video]
	Understanding Road Layout from Videos as a Whole Buyu Liu, Bingbing Zhuang, Samuel Schulter, Pan Ji, Manmohan Chandraker. IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020 [PDF] [Supplementary]
	Learning Structure-and-Motion-Aware Rolling Shutter Correction [Oral Presentation] Bingbing Zhuang, Quoc-Huy Tran, Pan Ji, Loong Fah Cheong, Manmohan Chandraker. IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2019 [PDF][Project Page]
	Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM [Oral Presentation] Bingbing Zhuang, Quoc-Huy Tran, Gim Hee Lee, Loong Fah Cheong, Manmohan Chandraker. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019 [PDF][YouTube Video][Project Page]
	Baseline Desensitizing In Translation Averaging Bingbing Zhuang, Loong Fah Cheong, Gim Hee Lee IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2018 [PDF][Supplementary][Code]
	Rolling-Shutter-Aware Differential SfM and Image Rectification Bingbing Zhuang, Loong Fah Cheong, Gim Hee Lee IEEE International Conference on Computer Vision (ICCV), 2017 [PDF][Supplementary][Dataset] See C++ Code reimplemented by Felix Graule et al. as a 3D Vision Course Project in ETH Zurich

Professional Services

Conference Reviewer: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, IROS, 3DV, AAAI, WACV, ACCV, BMVC, ICPR, ACMMM

Journal Reviewer: IEEE Transactions on Image Processing, Robotica

Selected Awards

ICCV 2019 Doctoral Consortium (Mentor: Pascal Fua)
IROS 2019 Student Travel Award
President's Graduate Fellowship, Singapore, 2015-2019
Excellent Bachelor’s Thesis Award, USTC, 2015

Work Experience

2018: Research Intern at NEC Laboratories America, Cupertino
2018: Research Intern at Panasonic Image Processing and 3D Vision center, Singapore
2014: Research Intern at The University of Hong Kong
2014-2015: Research Assistant at University of Science and Technology of China

Teaching Assistant

2017 Fall: EE5731 Visual Computing, NUS
2016/2017/2018 Spring: EE4212 Computer Vision, NUS
2016 Fall: CG3207 Computer Architecture, NUS
2014 Fall: Programming in C language, USTC