Olaf Hellwich

Olaf Hellwich

Technische Universität Berlin

H-index: 36

Europe-Germany

About Olaf Hellwich

Olaf Hellwich, With an exceptional h-index of 36 and a recent h-index of 24 (since 2020), a distinguished researcher at Technische Universität Berlin, specializes in the field of Automatic Image Understanding, 3D Surface Reconstruction, Synthetic Aperture Radar.

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

Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition

Modeling and Locating the Wind Erosion at the Dry Bottom of the Aral Sea Based on an InSAR Temporal Decorrelation Decomposition Model

Deep learning models beyond temporal frame-wise features for hand gesture video recognition

Unmanned Aerial Systems for Building Footprint Extraction in Urban Area

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition

Integrative modeling of heterogeneous soil salinity using sparse ground samples and remote sensing images

Can Gross Primary Productivity Products be effectively evaluated in regions with few observation data?

Objects guide human gaze behavior in dynamic real-world scenes

Olaf Hellwich Information

University

Position

Professor of Computer Vision & Remote Sensing

Citations(all)

4065

Citations(since 2020)

2236

Cited By

2566

hIndex(all)

36

hIndex(since 2020)

24

i10Index(all)

94

i10Index(since 2020)

52

Email

University Profile Page

Technische Universität Berlin

Google Scholar

View Google Scholar Profile

Olaf Hellwich Skills & Research Interests

Automatic Image Understanding

3D Surface Reconstruction

Synthetic Aperture Radar

Top articles of Olaf Hellwich

Title

Journal

Author(s)

Publication Date

Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition

arXiv preprint arXiv:2404.10904

Marah Halawa

Florian Blume

Pia Bideau

Martin Maier

Rasha Abdel Rahman

...

2024/4/16

Modeling and Locating the Wind Erosion at the Dry Bottom of the Aral Sea Based on an InSAR Temporal Decorrelation Decomposition Model

Yubin Song

Xuelian Xun

Hongwei Zheng

Xi Chen

Anming Bao

...

2024/3/8

Deep learning models beyond temporal frame-wise features for hand gesture video recognition

The Journal of Supercomputing

Anwar Mira

Olaf Hellwich

2024/2/14

Unmanned Aerial Systems for Building Footprint Extraction in Urban Area

International Journal of Geoinformatics

A Djenaliev

A Chymyrov

M Kada

O Hellwich

T Akmatov

...

2024/2/1

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition

arXiv preprint arXiv:2311.16829

Boris Meinardus

Mariusz Trzeciakiewicz

Tim Herzig

Monika Kwiatkowski

Simon Matern

...

2023/11/28

Integrative modeling of heterogeneous soil salinity using sparse ground samples and remote sensing images

Geoderma

Lingyue Wang

Ping Hu

Hongwei Zheng

Ying Liu

Xingwen Cao

...

2023/2/1

Can Gross Primary Productivity Products be effectively evaluated in regions with few observation data?

GIScience & Remote Sensing

Wenqiang Zhang

Geping Luo

Rafiq Hamdi

Xiumei Ma

Yuzhen Li

...

2023/12/31

Objects guide human gaze behavior in dynamic real-world scenes

PLOS Computational Biology

Nicolas Roth

Martin Rolfs

Olaf Hellwich

Klaus Obermayer

2023/10/26

Automatic retrieval of volcanic SO2 emission source from TROPOMI products

Frontiers in Earth Science

Balazs Markus

Sébastien Valade

Manuel Wöllhaf

Olaf Hellwich

2023/1/5

Recent impacts of water management on dryland’s salinization and degradation neutralization

Science bulletin

Haiyang Shi

Geping Luo

Edwin H Sutanudjaja

Olaf Hellwich

Xi Chen

...

2023/12/30

Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing

Scientific data

Mingjuan Xie

Xiaofei Ma

Yuangang Wang

Chaofan Li

Haiyang Shi

...

2023/9/7

Global dryland aridity changes indicated by atmospheric, hydrological, and vegetation observations at meteorological stations

Hydrology and Earth System Sciences

Haiyang Shi

Geping Luo

Olaf Hellwich

Xiufeng He

Alishir Kurban

...

2023/12/20

Upper Bound Tracker: A Multi-Animal Tracking Solution for Closed Laboratory Settings.

Alexander Dolokov

Niek Andresen

Katharina Hohlbaum

Christa Thöne-Reineke

Lars Lewejohann

...

2023

New data‐driven method for estimation of net ecosystem carbon exchange at meteorological stations effectively increases the global carbon flux data

Methods in Ecology and Evolution

Wenqiang Zhang

Geping Luo

Xiuliang Yuan

Chaofan Li

Mingjuan Xie

...

2023/9

A novel Traffic Sign Dataset with Condition Annotations

Hanni Sandhu

Joana Kühne

Oliver Sawade

Martin Stellmacher

Elmar Matthes

...

2023/12/5

Calibration and Registration Method for Tomography-Based Laser-Guided Surgical Interventions using a 4-DOF Navigation Robot

Samuel Müller

Olaf Hellwich

Daniel Szymanski

Hardik Jain

Timo Kruger

2023/6/22

Comparing the use of all data or specific subsets for training machine learning models in hydrology: A case study of evapotranspiration prediction

Journal of Hydrology

Haiyang Shi

Geping Luo

Olaf Hellwich

Xiufeng He

Mingjuan Xie

...

2023/12/1

SIDAR: Synthetic Image Dataset for Alignment & Restoration

arXiv preprint arXiv:2305.12036

Monika Kwiatkowski

Simon Matern

Olaf Hellwich

2023/5/19

Surface deformation detection and attribution in the Mountain-Oasis-Desert Landscape in north Tianshan Mountains

GIScience & Remote Sensing

Binbin Fan

Geping Luo

Olaf Hellwich

Xuguo Shi

Friday U. Ochege

2023/12/31

Investigation of Earthquake Deformation Detectability Using Sentinel-1 Interferometric Data

International Journal of Geoinformatics

A Djenaliev

M Kada

A Chymyrov

O Hellwich

E Bairamov

...

2022/12/1

See List of Professors in Olaf Hellwich University(Technische Universität Berlin)

Co-Authors

H-index: 52
Philippe De Maeyer

Philippe De Maeyer

Universiteit Gent

H-index: 23
Tim Van de Voorde

Tim Van de Voorde

Vrije Universiteit Brussel

H-index: 21
M. Saquib Sarfraz

M. Saquib Sarfraz

Karlsruher Institut für Technologie

H-index: 18
Sébastien Valade

Sébastien Valade

Universidad Nacional Autónoma de México

H-index: 17
esra erten

esra erten

Istanbul Teknik Üniversitesi

H-index: 16
Harshita Sharma

Harshita Sharma

University of Oxford

academic-engine