Reza Bahmanyar

According to our database, Reza Bahmanyar authored at least 28 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Very High-Resolution Satellite Images At 15 cm: A Novel Pipeline With Synthetic Data and Single Image Superresolution.

Sandeep Kumar Jangir, Reza Bahmanyar

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI.

Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Airborne-Shadow: Towards Fine-Grained Shadow Detection in Aerial Imagery.

Seyed Majid Azimi, Reza Bahmanyar

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2021

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network.

Seyed Majid Azimi, Maximilian Kraus, Reza Bahmanyar, Peter Reinartz

Remote. Sens., 2021

2020

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study.

Seyed Majid Azimi, Maximilian Kraus, Reza Bahmanyar, Peter Reinartz

CoRR, 2020

EAGLE: Large-scale Vehicle Detection Dataset inReal-World Scenarios using Aerial Imagery.

Seyed Majid Azimi, Reza Bahmanyar, Corentin Henry, Franz Kurz

CoRR, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.

Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.

Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features.

Maximilian Kraus, Seyed Majid Azimi, Emec Ercelik, Reza Bahmanyar, Peter Reinartz, Alois C. Knoll

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

EAGLE: Large-Scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery.

Seyed Majid Azimi, Reza Bahmanyar, Corentin Henry, Franz Kurz

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

2019

Automatic 3-D Building Model Reconstruction from Very High Resolution Stereo Satellite Imagery.

Tahmineh Partovi, Friedrich Fraundorfer, Reza Bahmanyar, Hai Huang, Peter Reinartz

Remote. Sens., 2019

MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery.

Reza Bahmanyar, Eleonora Vig, Peter Reinartz

CoRR, 2019

2018

Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model.

Reza Bahmanyar, Daniela Espinoza-Molina, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2018

Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes.

Daniele Cerra, Miguel Pato, Emiliano Carmona, Seyed Majid Azimi, Jiaojiao Tian, Reza Bahmanyar, Franz Kurz, Eleonora Vig, Ksenia Bittner, Corentin Henry, Pablo d'Angelo, Rupert Müller, Kevin Alonso, Peter Fischer, Peter Reinartz

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery.

Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Building Outline Extraction Using a Heuristic Approach Based on Generalization of Line Segments.

Tahmineh Partovi, Reza Bahmanyar, Thomas Krauß, Peter Reinartz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach.

Ambar Murillo Montes de Oca, Reza Bahmanyar, Nicolae Nistor, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation.

Radu Tanase, Reza Bahmanyar, Gottfried Schwarz, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2017

Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation.

Daniela Espinoza-Molina, Reza Bahmanyar, Mihai Datcu, Ricardo Díaz-Delgado, Javier Bustamante

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Land-cover change detection using local feature descriptors extracted from spectral indices.

Daniela Espinoza-Molina, Reza Bahmanyar, Ricardo Díaz-Delgado, Javier Bustamante, Mihai Datcu

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Conception and Assessment of Semantic Feature Descriptors for Earth Observation Images.

Reza Bahmanyar

PhD thesis, 2016

2015

The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images.

Reza Bahmanyar, Ambar Murillo Montes de Oca, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2015

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches.

Reza Bahmanyar, Shiyong Cui, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2015

Evaluating the sensory gap for earth observation images using human perception and an LDA-based computational model.

Reza Bahmanyar, Ambar Murillo Montes de Oca

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Farness preserving Non-negative matrix factorization.

Mohammadreza Babaee, Reza Bahmanyar, Gerhard Rigoll, Mihai Datcu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Comparing the information extracted by feature descriptors from EO images using Huffman coding.

Reza Bahmanyar, Mihai Datcu, Gerhard Rigoll

Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Locally Linear Salient Coding for image classification.

Mohammadreza Babaee, Gerhard Rigoll, Reza Bahmanyar, Mihai Datcu

Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013

Measuring the semantic gap based on a communication channel model.

Reza Bahmanyar, Mihai Datcu

Proceedings of the IEEE International Conference on Image Processing, 2013