Sina Keller

About Sina Keller

Sina Keller, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Karlsruher Institut für Technologie, specializes in the field of Remote Sensing, Machine Learning, Geoinformation, Signal Processing.

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

Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis

Rapid natural hazard extent estimation from twitter data: investigation for hurricane impact areas

Machine Learning and Signal Processing for Bridge Traffic Classification with Radar Displacement Time-Series Data

Utilizing volunteered geographic information for real-time analysis of fire hazards: investigating the potential of Twitter data in assessing the impacted areas

Assessing Important Uncertainty Influences of Ground-Based Radar for Bridge Monitoring

Evaluation Of Transformers And Convolutional Neural Networks For High-Dimensional Hyperspectral Soil Texture Classification

Evaluation of Self-Supervised Learning Approaches for Semantic Segmentation of Industrial Burner Flames

Determining and Investigating the Variability of Bridges’ Natural Frequencies with Ground-Based Radar

Sina Keller Information

University

Position

Postdoc Institute of Photogrammetry and Remote Sensing

Citations(all)

793

Citations(since 2020)

738

Cited By

234

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

24

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Sina Keller Skills & Research Interests

Remote Sensing

Machine Learning

Geoinformation

Signal Processing

Top articles of Sina Keller

Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis

ISPRS International Journal of Geo-Information

2024/3/22

Rapid natural hazard extent estimation from twitter data: investigation for hurricane impact areas

Natural Hazards

2024/3/4

Machine Learning and Signal Processing for Bridge Traffic Classification with Radar Displacement Time-Series Data

Infrastructures

2024/2/22

Sina Keller
Sina Keller

H-Index: 8

Utilizing volunteered geographic information for real-time analysis of fire hazards: investigating the potential of Twitter data in assessing the impacted areas

Fire

2023/12/21

Assessing Important Uncertainty Influences of Ground-Based Radar for Bridge Monitoring

IEEE Geoscience and Remote Sensing Letters

2023/12/14

Sina Keller
Sina Keller

H-Index: 8

Evaluation Of Transformers And Convolutional Neural Networks For High-Dimensional Hyperspectral Soil Texture Classification

2022/9/13

Sina Keller
Sina Keller

H-Index: 8

Evaluation of Self-Supervised Learning Approaches for Semantic Segmentation of Industrial Burner Flames

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

2022/5/30

Determining and Investigating the Variability of Bridges’ Natural Frequencies with Ground-Based Radar

Applied Sciences

2022/5/25

Sina Keller
Sina Keller

H-Index: 8

Glacier monitoring based on multi-spectral and multi-temporal satellite data: A case study for classification with respect to different snow and ice types

Remote Sensing

2022/2/11

Supervised Machine Learning Approaches on Multispectral Remote Sensing Data for a Combined Detection of Fire and Burned Area. Remote Sens. 2022, 14, 657

2022

Janine Florath
Janine Florath

H-Index: 1

Sina Keller
Sina Keller

H-Index: 8

Convolutional neural networks for detecting bridge crossing events with ground-based interferometric radar data

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

2021/6/17

Advanced Methods for Kiln-Shell Monitoring to Optimize the Waelz Process for Zinc Recycling

Processes

2021/6/17

Sina Keller
Sina Keller

H-Index: 8

Jörg Matthes
Jörg Matthes

H-Index: 44

Ratio-based features for data-driven bridge monitoring and damage detection

2021/4/19

Introducing a non-invasive monitoring approach for bridge infrastructure with ground-based interferometric radar

2021/3/29

Sina Keller
Sina Keller

H-Index: 8

Optical remote sensing for glacier monitoring with respect to different snow and ice types: A case study for the Southern Patagonian Icefield

2021/3/24

Towards detecting, characterizing and rating of road class errors in crowd-sourced road network databases

Journal of Spatial Information Science

2021/3/4

Advancing Ground-Based Radar Processing for Bridge Infrastructure Monitoring

Sensors

2021/3

Sina Keller
Sina Keller

H-Index: 8

Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies

Remote Sensing

2021/2/16

Sina Keller
Sina Keller

H-Index: 8

Integrated Water Management Solutions in the Lurín Catchment, Lima, Peru–Supporting United Nations’ Sustainable Development Goal 6. Final report of the joint project TRUST …

2021

Deep learning for land cover change detection

Remote Sensing

2020/12/28

Sina Keller
Sina Keller

H-Index: 8

See List of Professors in Sina Keller University(Karlsruher Institut für Technologie)

Co-Authors

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