Beril Kallfelz

Orcid: 0000-0002-0343-5072

According to our database¹, Beril Kallfelz authored at least 33 papers between 2009 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Editorial for Special Issue: "Remote Sensing Based Building Extraction II".

[BibT_eX]

[DOI]

Remote. Sens., February, 2023

2022

Land Classification in Satellite Images by Injecting Traditional Features to CNN Models.

[BibT_eX]

[DOI]

Mehmet Cagri Aksoy

Beril Sirmaçek

Cem Ünsalan

CoRR, 2022

The potential of artificial intelligence for achieving healthy and sustainable societies.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Sensor Fusion and Convolutional Neural Networks for Indoor Occupancy Prediction Using Multiple Low-Cost Low-Resolution Heat Sensor Data.

[BibT_eX]

[DOI]

Sensors, 2021

Interpretable deep-learning models to help achieve the Sustainable Development Goals.

[BibT_eX]

[DOI]

Ricardo Vinuesa

Beril Sirmaçek

Nat. Mach. Intell., 2021

Aim in Climate Change and City Pollution.

[BibT_eX]

[DOI]

CoRR, 2021

Recurrent U-net for automatic pelvic floor muscle segmentation on 3D ultrasound.

[BibT_eX]

[DOI]

Frieda van den Noort

Beril Sirmaçek

Cornelis H. Slump

CoRR, 2021

Remote sensing, AI and innovative prediction methods for adapting cities to the impacts of the climate change.

[BibT_eX]

[DOI]

Beril Sirmaçek

CoRR, 2021

Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics.

[BibT_eX]

[DOI]

CoRR, 2021

Toward reliable automatic liver and tumor segmentation using convolutional neural network based on 2.5D models.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2021

Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Robot Intelligence Technology and Applications 6, 2021

Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

A System for Efficient Path Planning and Target Assignment for Robotic Swarms in Agriculture.

[BibT_eX]

[DOI]

Proceedings of the IoT '21: 11th International Conference on the Internet of Things, St. Gallen, Switzerland, November 8, 2021

2020

Occupancy Prediction Using Low-Cost and Low-Resolution Heat Sensors for Smart Offices.

[BibT_eX]

[DOI]

Beril Sirmaçek

Maria Riveiro

Sensors, 2020

On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Low Dimensional State Representation Learning with Reward-shaped Priors.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A low-cost real-time 3D imaging system for contactless asthma observation.

[BibT_eX]

[DOI]

Sheona M. M. D. P. Sequeira

Beril Sirmaçek

CoRR, 2019

3D tissue reconstruction with Kinect to evaluate neck lymphedema.

[BibT_eX]

[DOI]

Gerrit Brugman

Beril Sirmaçek

CoRR, 2019

Sequential image processing methods for improving semantic video segmentation algorithms.

[BibT_eX]

[DOI]

Beril Sirmaçek

Nicolò Botteghi

Santiago Sanchez-Escalonilla Plaza

CoRR, 2019

Semantic Segmentation of Skin Lesions using a Small Data Set.

[BibT_eX]

[DOI]

Beril Sirmaçek

Max Kivits

CoRR, 2019

2015

Active Shapes for Automatic 3D Modeling of Buildings.

[BibT_eX]

[DOI]

Beril Sirmaçek

Roderik Lindenbergh

J. Imaging, 2015

2012

Road Network Detection Using Probabilistic and Graph Theoretical Methods.

[BibT_eX]

[DOI]

Cem Ünsalan

Beril Sirmaçek

IEEE Trans. Geosci. Remote. Sens., 2012

Performance Evaluation for 3-D City Model Generation of Six Different DSMs From Air- and Spaceborne Sensors.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Performance assessment of automatic crowd detection techniques on airborne images.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A Probabilistic Framework to Detect Buildings in Aerial and Satellite Images.

[BibT_eX]

[DOI]

Beril Sirmaçek

Cem Ünsalan

IEEE Trans. Geosci. Remote. Sens., 2011

Detection of windows and doors from thermal images by grouping geometrical features.

[BibT_eX]

[DOI]

Beril Sirmaçek

Ludwig Hoegner

Uwe Stilla

Proceedings of the Joint Urban Remote Sensing Event, 2011

Graph theory and mean shift segmentation based classification of building facades.

[BibT_eX]

[DOI]

Beril Sirmaçek

Proceedings of the Joint Urban Remote Sensing Event, 2011

Automatic crowd density and motion analysis in airborne image sequences based on a probabilistic framework.

[BibT_eX]

[DOI]

Beril Sirmaçek

Peter Reinartz

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Integrating pedestrian simulation, tracking and event detection for crowd analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010

Using local features to measure land development in urban regions.

[BibT_eX]

[DOI]

Beril Sirmaçek

Cem Ünsalan

Pattern Recognit. Lett., 2010

Urban Area Detection Using Local Feature Points and Spatial Voting.

[BibT_eX]

[DOI]

Beril Sirmaçek

Cem Ünsalan

IEEE Geosci. Remote. Sens. Lett., 2010

Road Network Extraction Using Edge Detection and Spatial Voting.

[BibT_eX]

[DOI]

Beril Sirmaçek

Cem Ünsalan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Urban-Area and Building Detection Using SIFT Keypoints and Graph Theory.

[BibT_eX]

[DOI]

Beril Sirmaçek

Cem Ünsalan

IEEE Trans. Geosci. Remote. Sens., 2009

Beril Kallfelz

Timeline

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