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ORCIDSeyed Majid Azimi
2020 – today
- 2024
[c14]Jens Hellekes
, Manuel Muehlhaus, Reza Bahmanyar, Seyed Majid Azimi, Franz Kurz:
VETRA: A Dataset for Vehicle Tracking in Aerial Imagery - New Challenges for Multi-Object Tracking. ECCV (85) 2024: 52-70- 2023
- [c13]Seyed Majid Azimi, Reza Bahmanyar:
Airborne-Shadow: Towards Fine-Grained Shadow Detection in Aerial Imagery. DAGM 2023: 34-49 - [c12]Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft:
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. ICCV (Workshops) 2023: 3772-3776 - [c11]Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis:
AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. IGARSS 2023: 1166-1169 - [c10]Jörg Brauchle, Veronika Gstaiger, Seyed Majid Azimi, Manuel Muehlhaus, Florian Nikodem, Patrick Dern, Derek Griffith:
MACS-HAP: Design and Image Processing Features of the DLR HAP Camera System. IGARSS 2023: 4804-4807 - [i11]Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft:
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. CoRR abs/2308.05074 (2023) - 2022
- [c9]Seyed Hamidreza Mousavi, Seyed Majid Azimi:
A Deep Curriculum Learner in an Active Learning Cycle for Polsar Image Classification. IGARSS 2022: 88-91 - 2021
- [j6]Seyed Majid Azimi, Maximilian Kraus, Reza Bahmanyar, Peter Reinartz:
Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network. Remote. Sens. 13(10): 1953 (2021) - [j5]Saket Kunwar, Hongyu Chen, Manhui Lin, Hongyan Zhang, Pablo d'Angelo, Daniele Cerra, Seyed Majid Azimi, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux:
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 922-935 (2021) - 2020
- [c8]Maximilian Kraus, Seyed Majid Azimi, Emec Ercelik, Reza Bahmanyar, Peter Reinartz, Alois C. Knoll:
AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features. ICPR 2020: 2454-2461 - [c7]Seyed Majid Azimi, Reza Bahmanyar, Corentin Henry, Franz Kurz:
EAGLE: Large-Scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery. ICPR 2020: 6920-6927 - [i10]Maximilian Kraus, Seyed Majid Azimi, Emec Ercelik, Reza Bahmanyar, Peter Reinartz, Alois C. Knoll:
AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features. CoRR abs/2006.15457 (2020) - [i9]Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig:
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. CoRR abs/2007.06102 (2020) - [i8]Seyed Majid Azimi, Reza Bahmanyar, Corentin Henry, Franz Kurz:
EAGLE: Large-scale Vehicle Detection Dataset inReal-World Scenarios using Aerial Imagery. CoRR abs/2007.06124 (2020) - [i7]Seyed Majid Azimi, Maximilian Kraus, Reza Bahmanyar, Peter Reinartz:
Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study. CoRR abs/2010.09689 (2020)
2010 – 2019
- 2019
- [j4]Franz Kurz, Seyed Majid Azimi, Chun-Yu Sheu, Pablo d'Angelo:
Deep Learning Segmentation and 3D Reconstruction of Road Markings Using Multiview Aerial Imagery. ISPRS Int. J. Geo Inf. 8(1): 47 (2019) - [j3]Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz:
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57(5): 2920-2938 (2019) - [c6]Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig:
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. ICCV 2019: 7392-7402 - [c5]Nina Merkle, Seyed Majid Azimi, Sebastian Pless, Franz Kurz:
Semantic Vehicle Segmentation in Very High Resolution Multispectral Aerial Images Using Deep Neural Networks. IGARSS 2019: 5045-5048 - [c4]Pablo d'Angelo, Ksenia Bittner, Thomas Krauß, Peter Reinartz, Daniele Cerra, Seyed Majid Azimi, Nina Merkle, Jiaojiao Tian, Stefan Auer, Miguel Pato, Raquel de los Reyes, Xiangyu Zhuo:
3D Semantic Segmentation from Multi-View Optical Satellite Images. IGARSS 2019: 5053-5056 - 2018
- [j2]Peter Fischer, Seyed Majid Azimi, Robert Roschlaub, Thomas Krauß:
Towards HD Maps from Aerial Imagery: Robust Lane Marking Segmentation Using Country-Scale Imagery. ISPRS Int. J. Geo Inf. 7(12): 458 (2018) - [j1]Corentin Henry, Seyed Majid Azimi, Nina Merkle:
Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15(12): 1867-1871 (2018) - [c3]Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz:
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. ACCV (3) 2018: 150-165 - [c2]Seyed Majid Azimi:
ShuffleDet: Real-Time Vehicle Detection Network in On-Board Embedded UAV Imagery. ECCV Workshops (2) 2018: 88-99 - [c1]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:
Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes. IGARSS 2018: 3856-3859 - [i6]Corentin Henry, Seyed Majid Azimi, Nina Merkle:
Road Segmentation in SAR Satellite Images with Deep Fully-Convolutional Neural Networks. CoRR abs/1802.01445 (2018) - [i5]Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz:
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. CoRR abs/1803.06904 (2018) - [i4]Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar, Marco Körner, Peter Reinartz:
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery. CoRR abs/1807.02700 (2018) - [i3]Seyed Majid Azimi:
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery. CoRR abs/1811.06318 (2018) - 2017
- [i2]Seyedmajid Azimi, Dominik Britz, Michael Engstler, Mario Fritz, Frank Mücklich:
Advanced Steel Microstructure Classification by Deep Learning Methods. CoRR abs/1706.06480 (2017) - 2016
- [i1]Wenbin Li, Seyedmajid Azimi, Ales Leonardis, Mario Fritz:
To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction. CoRR abs/1604.00066 (2016)
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