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Muhammad Shahzad
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A survey of uncertainty in deep neural networks
J Gawlikowski, CRN Tassi, M Ali, J Lee, M Humt, J Feng, A Kruspe, ...
Artificial Intelligence Review 56 (Suppl 1), 1513-1589, 2023
7792023
Facade reconstruction using multiview spaceborne TomoSAR point clouds
XX Zhu, M Shahzad
IEEE Transactions on Geoscience and Remote Sensing 52 (6), 3541-3552, 2013
1192013
Buildings detection in VHR SAR images using fully convolution neural networks
M Shahzad, M Maurer, F Fraundorfer, Y Wang, XX Zhu
IEEE transactions on geoscience and remote sensing 57 (2), 1100-1116, 2018
1082018
Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds
M Shahzad, ZX Xiang
IEEE Transactions on Geoscience and Remote Sensing 53 (2), 752-769, 2015
832015
Joint Sparsity in SAR Tomography for Urban Mapping
M Shahzad, XX Zhu
IEEE Journal of Selected Topics in Signal Processing 99 (PP), 1-12, 2015
79*2015
Table structure extraction with bi-directional gated recurrent unit networks
SA Khan, SMD Khalid, MA Shahzad, F Shafait
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
682019
Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture
RMS Bashir, M Shahzad, MM Fraz
Pattern Recognition 90, 52-65, 2019
592019
Automatic detection and reconstruction of 2-D/3-D building shapes from spaceborne TomoSAR point clouds
M Shahzad, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1292-1310, 2015
542015
Reconstruction of individual trees from multi-aspect TomoSAR data
M Schmitt, M Shahzad, XX Zhu
Remote Sensing of Environment 165, 175-185, 2015
432015
Assisting UAV localization via deep contextual image matching
MH Mughal, MJ Khokhar, M Shahzad
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
402021
Person re-identification using hybrid representation reinforced by metric learning
N Perwaiz, MM Fraz, M Shahzad
IEEE Access 6, 77334-77349, 2018
392018
Person re-identification: A retrospective on domain specific open challenges and future trends
A Zahra, N Perwaiz, M Shahzad, MM Fraz
Pattern Recognition, 109669, 2023
362023
Multisized object detection using spaceborne optical imagery
M Haroon, M Shahzad, MM Fraz
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
332020
Application of deep learning for weapons detection in surveillance videos
TSS Hashmi, NU Haq, MM Fraz, M Shahzad
2021 international conference on digital futures and transformative …, 2021
322021
Motion reveal emotions: identifying emotions from human walk using chest mounted smartphone
MA Hashmi, Q Riaz, M Zeeshan, M Shahzad, MM Fraz
IEEE Sensors Journal 20 (22), 13511-13522, 2020
312020
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
N Abid, M Shahzad, MI Malik, U Schwanecke, A Ulges, G Kovács, ...
International Journal of Applied Earth Observation and Geoinformation 105 …, 2021
302021
Simultaneous segmentation of multiple retinal pathologies using fully convolutional deep neural network
M Badar, M Shahzad, MM Fraz
Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018 …, 2018
292018
Dprnet: Deep 3d point based residual network for semantic segmentation and classification of 3d point clouds
S Arshad, M Shahzad, Q Riaz, MM Fraz
IEEE Access 7, 68892-68904, 2019
282019
A survey of uncertainty in deep neural networks. arXiv
J Gawlikowski, CRN Tassi, M Ali, J Lee, M Humt, J Feng, A Kruspe, ...
arXiv preprint arXiv:2107.03342, 2021
272021
PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable
SKJ Rizvi, W Aslam, M Shahzad, S Saleem, MM Fraz
Complex & Intelligent Systems, 1-13, 2022
252022
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