Guangwei Sheng

Guangwei Sheng(盛光伟)
Affiliation: DNT, BYD
Address: CHUANGXIN SQUARE, PINGSHAN DISTRICT, SHENZHEN, GUANGDONG PROVINCE
Email: shenggw2019[at]163.com

About Me [GitHub] [Google Scholar]

I am currently working as an autonomous driving product manager at BYD, focusing on using vehicle-side perception results for cloud data fusion and lane recognition & topology reasoning, to achieve low-cost, high-fidelity construction of autonomous driving maps.
I used to work at Navinfo, mainly responsible for the design of the map building tool chain for driving and parking domains.

Experience

2024.04 - : Senior Product Manager, DNT, BYD
2020.07 - 2024.04: Product Manager, Process Design Department, Navinfo

Educations

2017.06 - 2020.06: Master's degree, supervised by Prof. Pengfeng Xiao, School of Geography and Ocean Science, Nanjing University
2013.09 - 2017.06: Bachelor's degree, School of Geological Engineering and Surveying, Chang'an University(211)

Recent Works

Urban Road Mapping Based on Multi-source Perception
support automatic mapping of urban roads by building nodes such as element perception recognition, vectorization, automatic mapping, and crowd source updates. [相关报道]
Construction of AVP Parking Lot Perception Mapping Platform
support automatic mapping of AVP parking lots by building nodes for data collection, data preprocessing, feature perception vectorization, and platform automatic input. [相关报道]
Construction of Multi-source Update Capability for Navigation Maps
by constructing SD road network splicing rules, analyzing the failure scenarios of core elements, and supporting the increase of map element freshness from monthly level to daily level.

Publications

Direction-dominated Change Vector Analysis for Forest Change Detection

Pengfeng Xiao*, Guangwei Sheng, Xueliang Zhang et al.
International Journal of Applied Earth Observations and Geoinformation(SCI Q1), 2021
[Paper]
A Semi-supervised Change Detection Method.

Differences in Snow Albedo Between Tianshan Mountains and Northern Xinjiang

Guangwei Sheng, Pengfeng Xiao, Xueliang Zhang et al.
Arid Land Geography, 2019
[Paper]
Analysis of Spatiotemporal Differences in Data.

Patents

An Automatic Parking Method, Device, and Storage Medium Based on Fusion Positioning

Wei Dai, Yuwei Ma, Guangwei Sheng et al.
Patent Number: ZL202111402104.1, 2023
[Paper]
Patent of Invention

A Forest Change Detection Method Based on Change Vector

Pengfeng Xiao, Xueliang Zhang, Guangwei Sheng
Patent Number: ZL201911278150.8, 2023
[Paper]
Patent of Invention

A method, Device, and Equipment for Selecting Base Station Installation Coordinates Based on Different Environmental Scenarios

Shiyang Hou, Fenggang Zhou, Guangwei Sheng
Patent Number: ZL202210316281.6, 2023
[Paper]
Patent of Invention

Map Update Methods, Devices, Storage Media, and Program Products

Guangwei Sheng, Xinrong Li, Linxi Guo et al.
Application Number: CN202310325455.X, 2023
[Paper]
Patent of Invention

Method, Device, Storage Medium, and Equipment for Automatic Conversion of Coordinates of Different Epochs

Guangwei Sheng, Qiang Zhang, Qiang Li
Application Number: CN202110234212.6, 2022
[Paper]
Patent of Invention

Software Copyrights

GF-6 Satellite Wide Camera Forest Change Detection Software

Guangwei Sheng Pengfeng Xiao, Xueliang Zhang
Registration Number: 2020SR0552018, 2020

Honors and Awards

2021.07: Navinfo 2020 Silver Award(TOP 1%)
2019.10: Nanjing University Second Class Academic Scholarship
2018.10: Nanjing University First Class Academic Scholarship
2017.07: Chang'an University 2017 Outstanding Graduates Scholarship