Qingyu Li

Qingyu Li

Technische Universität München

H-index: 9

Europe-Germany

About Qingyu Li

Qingyu Li, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of deep learning, remote sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Global OpenBuildingMap--Unveiling the Mystery of Global Buildings

AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

Semi-supervised segmentation of individual buildings from SAR imagery

SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery

Roof Superstructure Detection from Aerial Imagery

3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

RegGAN: An end-to-end network for building footprint generation with boundary regularization

Qingyu Li Information

University

Position

___

Citations(all)

461

Citations(since 2020)

458

Cited By

99

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Qingyu Li Skills & Research Interests

deep learning

remote sensing

Top articles of Qingyu Li

Title

Journal

Author(s)

Publication Date

Global OpenBuildingMap--Unveiling the Mystery of Global Buildings

arXiv preprint arXiv:2404.13911

Xiao Xiang Zhu

Qingyu Li

Yilei Shi

Yuanyuan Wang

Adam Stewart

...

2024/4/22

AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing

Chenying Liu

Conrad M Albrecht

Yi Wang

Qingyu Li

Xiao Xiang Zhu

2024/3/5

A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

Qingyu Li

Lichao Mou

Yao Sun

Yuansheng Hua

Yilei Shi

...

2024/3/1

Semi-supervised segmentation of individual buildings from SAR imagery

Qingyu Li

Yao Sun

Lichao Mou

Yilei Shi

Xiao Xiang Zhu

2023/5/17

SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery

International Journal of Applied Earth Observation and Geoinformation

Qingyu Li

Sebastian Krapf

Yilei Shi

Xiao Xiang Zhu

2023/2/1

Roof Superstructure Detection from Aerial Imagery

Qingyu Li

Sebastian Krapf

Lichao Mou

Yilei Shi

Xiao Xiang Zhu

2023/7/16

3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

Qingyu Li

Lichao Mou

Yuansheng Hua

Yilei Shi

Sining Chen

...

2023/6/1

RegGAN: An end-to-end network for building footprint generation with boundary regularization

Remote Sensing

Qingyu Li

Stefano Zorzi

Yilei Shi

Friedrich Fraundorfer

Xiao Xiang Zhu

2022/4/11

Deep Learning for Building Footprint Generation from Optical Imagery

Qingyu Li

2022

Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape

International Journal of Applied Earth Observation and Geoinformation

Qingyu Li

Hannes Taubenböck

Yilei Shi

Stefan Auer

Robert Roschlaub

...

2022/8/1

Mit Deep Learning und amtlichen Daten zur landesweiten Detektion von Gebäuden und Gebäudeveränderungen

Künstliche Intelligenz in Geodäsie und Geoinformatik-Potenziale und Best-Practice-Beispiele

Robert Roschlaub

Clemens Glock

Karin Möst

Qingyu Li

Stefan Auer

...

2022

Feature and output consistency training for semi-supervised building footprint generation

Qingyu Li

Yilei Shi

Xiao Xiang Zhu

2022/7/17

CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions

Qingyu Li

Lichao Mou

Yuansheng Hua

Yilei Shi

Xiao Xiang Zhu

2022/7/1

Implementierung einer KI-Infrastruktur zur automatisierten Erkennung von landesweiten Gebäudeveränderungen aus Luftbildern

ZfV-Zeitschrift für Geodäsie, Geoinformation und Landmanagement

Robert Roschlaub

Clemens Glock

Karin Möst

Frank Hümmer

Qingyu Li

...

2022/6/1

Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training

IEEE Transactions on Geoscience and Remote Sensing

Qingyu Li

Yilei Shi

Xiao Xiang Zhu

2022/5/12

End-to-end semantic segmentation and boundary regularization of buildings from satellite imagery

Qingyu Li

Stefano Zorzi

Yilei Shi

Friedrich Fraundorfer

Xiao Xiang Zhu

2021/7/11

Mask-height R-CNN: An end-to-end network for 3D building reconstruction from monocular remote sensing imagery

Sining Chen

Lichao Mou

Qingyu Li

Yao Sun

Xiao Xiang Zhu

2021/7/11

Building footprint generation through convolutional neural networks with attraction field representation

IEEE Transactions on Geoscience and Remote Sensing

Qingyu Li

Lichao Mou

Yuansheng Hua

Yilei Shi

Xiao Xiang Zhu

2021/9/15

Instance segmentation of buildings using keypoints

Qingyu Li

Lichao Mou

Yuansheng Hua

Yao Sun

Pu Jin

...

2020/9/26

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

ISPRS Journal of Photogrammetry and Remote Sensing

Yilei Shi

Qingyu Li

Xiao Xiang Zhu

2020/1/1

See List of Professors in Qingyu Li University(Technische Universität München)