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Seyed Majid Azimi
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Advanced steel microstructural classification by deep learning methods
SM Azimi, D Britz, M Engstler, M Fritz, F Mücklich
Scientific reports 8 (1), 2128, 2018
3742018
Towards multi-class object detection in unconstrained remote sensing imagery
SM Azimi, E Vig, R Bahmanyar, M Körner, P Reinartz
Asian conference on computer vision, 150-165, 2018
3382018
Road segmentation in SAR satellite images with deep fully convolutional neural networks
C Henry, SM Azimi, N Merkle
IEEE Geoscience and Remote Sensing Letters 15 (12), 1867-1871, 2018
2012018
Aerial LaneNet: Lane-marking semantic segmentation in aerial imagery using wavelet-enhanced cost-sensitive symmetric fully convolutional neural networks
SM Azimi, P Fischer, M Körner, P Reinartz
IEEE Transactions on Geoscience and Remote Sensing 57 (5), 2920-2938, 2018
1062018
To fall or not to fall: A visual approach to physical stability prediction
W Li, S Azimi, A Leonardis, M Fritz
arXiv preprint arXiv:1604.00066, 2016
672016
Skyscapes fine-grained semantic understanding of aerial scenes
SM Azimi, C Henry, L Sommer, A Schumann, E Vig
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
582019
ShuffleDet: Real-time vehicle detection network in on-board embedded UAV imagery
S Majid Azimi
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
402018
Eagle: Large-scale vehicle detection dataset in real-world scenarios using aerial imagery
SM Azimi, R Bahmanyar, C Henry, F Kurz
2020 25th international conference on pattern recognition (ICPR), 6920-6927, 2021
372021
Wavelet-enhanced convolutional neural network: a new idea in a deep learning paradigm
BA Savareh, H Emami, M Hajiabadi, SM Azimi, M Ghafoori
Biomedical Engineering/Biomedizinische Technik 64 (2), 195-205, 2019
292019
Roof type selection based on patch-based classification using deep learning for high resolution satellite imagery
T Partovi, F Fraundorfer, S Azimi, D Marmanis, P Reinartz
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017
282017
Large-scale semantic 3-D reconstruction: Outcome of the 2019 IEEE GRSS data fusion contest—Part A
S Kunwar, H Chen, M Lin, H Zhang, P D’Angelo, D Cerra, SM Azimi, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
262020
Towards HD maps from aerial imagery: Robust lane marking segmentation using country-scale imagery
P Fischer, SM Azimi, R Roschlaub, T Krauß
ISPRS International Journal of Geo-Information 7 (12), 458, 2018
212018
Deep learning segmentation and 3D reconstruction of road markings using multiview aerial imagery
F Kurz, SM Azimi, CY Sheu, P d’Angelo
ISPRS International Journal of Geo-Information 8 (1), 47, 2019
132019
Combining deep and shallow neural networks with ad hoc detectors for the classification of complex multi-modal urban scenes
D Cerra, M Pato, E Carmona, SM Azimi, J Tian, R Bahmanyar, F Kurz, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
122018
Multiple pedestrians and vehicles tracking in aerial imagery using a convolutional neural network
SM Azimi, M Kraus, R Bahmanyar, P Reinartz
Remote Sensing 13 (10), 1953, 2021
92021
Towards multi-class object detection in unconstrained remote sensing imagery. arXiv 2018
SM Azimi, E Vig, R Bahmanyar, M Körner, P Reinartz
arXiv preprint arXiv:1807.02700, 0
8
Citywide estimation of parking space using aerial imagery and OSM data fusion with deep learning and fine-grained annotation
C Henry, J Hellekes, N Merkle, SM Azimi, F Kurz
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021
72021
Multiple vehicles and people tracking in aerial imagery using stack of micro single-object-tracking cnns
R Bahmanyar, SM Azimi, P Reinartz
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019
72019
Automated building segmentation and damage assessment from satellite images for disaster relief
X Yuan, SM Azimi, C Henry, V Gstaiger, M Codastefano, M Manalili, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021
52021
AerialMPTNet: Multi-pedestrian tracking in aerial imagery using temporal and graphical features
M Kraus, SM Azimi, E Ercelik, R Bahmanyar, P Reinartz, A Knoll
2020 25th International Conference on Pattern Recognition (ICPR), 2454-2461, 2021
52021
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