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Email: zuming dot hzm at gmail dot com

About Me

Zuming Huang is a senior algorithm engineer at the multi-modality cognition team of Ant Group since April 2019. Previously he served as an algorithm engineer at Baidu Inc, department of computer vision technology. He received his Bachelor's degree in Information Engineering at South China University of Technology (SCUT), Master's degree in Pattern Recognition and Intelligence System from Institute of Automation, Chinese Academy of Sciences (CASIA). His research interests include OCR, document image analysis and understanding.

Experience & Education

  • 2019.04 - Present, Ant Group (Hangzhou), Multi-modality Cognition Team, Senior Algorithm Engineer.

  • 2017.06 - 2019.04, Baidu Inc. (Beijing), Department of Computer Vision Technology (VIS), Algorithm Engineer.

  • 2014.09 - 2017.06, Institute of Automation, Chinese Academy of Sciences (CASIA), Majored in Pattern Recognition and Intelligence System, Master's degree.

  • 2010.09 - 2014.07, South China University of Technology (SCUT), Majored in Information Engineering, Bachelor's degree.

Publications

  • Xiaoyu Li, Xiaoxue Chen, Zuming Huang, et al. Fine-grained Pesudo Labels for Scene Text Recognition. In ACM MM, 2023. (CCF A)

  • Chengquan Zhang*, Borong Liang*, Zuming Huang*, et al. Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes. In CVPR, 2019. (CCF A)

  • Pengfei Wang, Chengquan Zhang, Fei Qi, Zuming Huang, et al. A Single-shot Arbitrarily-shaped Text Detector based on Context Attended Multi-task Learning. In ACM MM, 2019. (CCF A)

  • Yipeng Sun, Chengquan Zhang, Zuming Huang, et al. TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network. In ACCV, 2018. (Oral, CCF C)

  • Zuming Huang, Guangliang Cheng, et al. Building Extraction from Multi-source Remote Sensing Images via Deep Deconvolution Neural Networks. In IGRASS, 2016.

  • Gaofeng Meng, Zuming Huang, et al. Extraction of Virtual Baselines from Distorted Document Images using Curvilinear Projection. In ICCV, 2015. (CCF A)

  • Zuming Huang, Jie Gu, et al. Text Line Extraction of Curved Document Images using Hybrid Metric. In ACPR, 2015.

  • Jing Lu, Zuming Huang, et al. Distance-weighted Backlog Differentials for Back-pressure Routing in Multi-hop Wireless Networks. In ICCC, 2014. (Best Paper Award)

Honors & Awards

  • CCF Science and Technology Award, 2023

  • Winning Team, ICDAR Competition on SVRD, 2023

  • Honorable Mentor, Ant Group, 2021

  • Excellent Project, Baidu Vis, 2018

  • Best New Employee Award, Baidu Vis, 2017

  • Outstanding Student Cadre Award, CASIA, 2016

  • National Scholarship, CASIA, 2016

  • Best Paper Award, ICCC, 2014

  • Student Award of Merit, SCUT, 2013

  • National Scholarship, SCUT, 2012

Personal Interest

I am a football fan and have been watching and playing football matches since my middle school years.