Beril Sirmaçek

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 24

Top Topics

Hierarchical Reinforcement Learning

Convolutional Neural Network

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Mehmet Cagri Aksoy, Beril Sirmaçek, Cem Ünsalan
Land Classification in Satellite Images by Injecting Traditional Features to CNN Models. CoRR (2022)
Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Y. Ban, Hamidreza Eivazi, H. Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, K. Smith, F. Fuso Nerini, Ricardo Vinuesa
The potential of artificial intelligence for achieving healthy and sustainable societies. CoRR (2022)
Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. RiTA (2021)
Girindra Wardhana, Hamid Naghibi, Beril Sirmaçek, Momen Abayazid
Toward reliable automatic liver and tumor segmentation using convolutional neural network based on 2.5D models. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Pablo Torres, Beril Sirmaçek, Sergio Hoyas, Ricardo Vinuesa
Aim in Climate Change and City Pollution. CoRR (2021)
Ricardo Vinuesa, Beril Sirmaçek
Interpretable deep-learning models to help achieve the Sustainable Development Goals. Nat. Mach. Intell. 3 (11) (2021)
Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. IROS (2021)
Nicolò Botteghi, Mannes Poel, Beril Sirmaçek, Christoph Brune
Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics. CoRR (2021)
Beril Sirmaçek
Remote sensing, AI and innovative prediction methods for adapting cities to the impacts of the climate change. CoRR (2021)
Jochem Postmes, Nicolò Botteghi, Beril Sirmaçek, Andreas Kamilaris
A System for Efficient Path Planning and Target Assignment for Robotic Swarms in Agriculture. IOT (2021)
Ricardo Vinuesa, Beril Sirmaçek
Interpretable deep-learning models to help achieve the Sustainable Development Goals. CoRR (2021)
Simon Arvidsson, Marcus Gullstrand, Beril Sirmaçek, Maria Riveiro
Sensor Fusion and Convolutional Neural Networks for Indoor Occupancy Prediction Using Multiple Low-Cost Low-Resolution Heat Sensor Data. Sensors 21 (4) (2021)
Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. CoRR (2021)
Frieda van den Noort, Beril Sirmaçek, Cornelis H. Slump
Recurrent U-net for automatic pelvic floor muscle segmentation on 3D ultrasound. CoRR (2021)
Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. CoRR (2021)
Beril Sirmaçek, Maria Riveiro
Occupancy Prediction Using Low-Cost and Low-Resolution Heat Sensors for Smart Offices. Sensors 20 (19) (2020)
Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Reward-shaped Priors. CoRR (2020)
Nicolò Botteghi, Beril Sirmaçek, Khaled A. A. Mustafa, Mannes Poel, Stefano Stramigioli
On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach. CoRR (2020)
Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Reward-shaped Priors. ICPR (2020)
Gerrit Brugman, Beril Sirmaçek
3D tissue reconstruction with Kinect to evaluate neck lymphedema. CoRR (2019)
Beril Sirmaçek, Max Kivits
Semantic Segmentation of Skin Lesions using a Small Data Set. CoRR (2019)
Beril Sirmaçek, Nicolò Botteghi, Santiago Sanchez Escalonilla Plaza
Sequential image processing methods for improving semantic video segmentation algorithms. CoRR (2019)
Sheona M. M. D. P. Sequeira, Beril Sirmaçek
A low-cost real-time 3D imaging system for contactless asthma observation. CoRR (2019)
Beril Sirmaçek, Roderik Lindenbergh
Active Shapes for Automatic 3D Modeling of Buildings. J. Imaging 1 (1) (2015)
Beril Sirmaçek, Jeroen Lichtenauer, Cem Ünsalan, Peter Reinartz
Performance assessment of automatic crowd detection techniques on airborne images. IGARSS (2012)
Cem Ünsalan, Beril Sirmaçek
Road Network Detection Using Probabilistic and Graph Theoretical Methods. IEEE Trans. Geosci. Remote. Sens. 50 (11) (2012)
Beril Sirmaçek, Hannes Taubenböck, Peter Reinartz, Manfred Ehlers
Performance Evaluation for 3-D City Model Generation of Six Different DSMs From Air- and Spaceborne Sensors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)
Beril Sirmaçek
Graph theory and mean shift segmentation based classification of building facades. JURSE (2011)
Beril Sirmaçek, Ludwig Hoegner, Uwe Stilla
Detection of windows and doors from thermal images by grouping geometrical features. JURSE (2011)
Matthias Butenuth, Florian Burkert, Florian Schmidt, Stefan Hinz, Dirk Hartmann, Angelika Kneidl, André Borrmann, Beril Sirmaçek
Integrating pedestrian simulation, tracking and event detection for crowd analysis. ICCV Workshops (2011)
Beril Sirmaçek, Cem Ünsalan
A Probabilistic Framework to Detect Buildings in Aerial and Satellite Images. IEEE Trans. Geosci. Remote. Sens. 49 (1-1) (2011)
Beril Sirmaçek, Peter Reinartz
Automatic crowd density and motion analysis in airborne image sequences based on a probabilistic framework. ICCV Workshops (2011)
Beril Sirmaçek, Cem Ünsalan
Road Network Extraction Using Edge Detection and Spatial Voting. ICPR (2010)
Beril Sirmaçek, Cem Ünsalan
Using local features to measure land development in urban regions. Pattern Recognit. Lett. 31 (10) (2010)
Beril Sirmaçek, Cem Ünsalan
Urban Area Detection Using Local Feature Points and Spatial Voting. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Beril Sirmaçek, Cem Ünsalan
Urban-Area and Building Detection Using SIFT Keypoints and Graph Theory. IEEE Trans. Geosci. Remote. Sens. 47 (4) (2009)