Façade structure reconstruction using spaceborne TomoSAR point clouds. - Muhammad Shahzad 002; Xiaoxiang Zhu 001; Richard Bamler (IGARSS, 2012)

From TomoSAR Point Clouds to Objects: Façade Reconstruction. - Xiao Xiang Zhu 001; Muhammad Shahzad 002; Richard Bamler (TyWRRS, 2012)

Reconstruction of building façades using spaceborne multiview TomoSAR point clouds. - Muhammad Shahzad 002; Xiaoxiang Zhu 001 (IGARSS, 2013)

Automatic large area reconstruction of building façades from spaceborne TomoSAR point clouds. - Muhammad Shahzad 002; Xiaoxiang Zhu 001 (IGARSS, 2014)

Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds. - Xiaoxiang Zhu 001; Muhammad Shahzad 002 (IEEE Trans. Geosci. Remote. Sens., 2014)

Detection of buildings in spaceborne TomoSAR point clouds via hybrid region growing and energy minimization technique. - Muhammad Shahzad 002; Xiao Xiang Zhu 001 (JURSE, 2015)

Joint Sparsity in SAR Tomography for Urban Mapping. - Xiaoxiang Zhu 001; Nan Ge; Muhammad Shahzad 002 (IEEE J. Sel. Top. Signal Process., 2015)

Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds. - Muhammad Shahzad 002; Xiaoxiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Forest remote sensing on the individual tree level by airborne millimeterwave SAR. - Michael Schmitt 003; Muhammad Shahzad 002; Xiaoxiang Zhu 001 (IGARSS, 2016)

Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds. - Muhammad Shahzad 002; Xiaoxiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Building height estimation in single SAR image using OSM building footprints. - Yao Sun 005; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (JURSE, 2017)

Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification. - Wajeeha Ansar; M. M. Fraz 001; Muhammad Shahzad 002; Imad Gohar; Sajid Javed; Soon Ki Jung (CIARP, 2018)

Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks. - Muhammad Shahzad 002; Michael Maurer; Friedrich Fraundorfer; Yuanyuan Wang 002; Xiao Xiang Zhu 001 (IGARSS, 2018)

End to End Person Re-Identification for Automated Visual Surveillance. - Saadia Batool; Muhammad Zeeshan Ali; Muhammad Shahzad 002; Muhammad Moazam Fraz (IPAS, 2018)

DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification. - Raja Muhammad Saad Bashir; Muhammad Shahzad 002; Muhammad Moazam Fraz (ISVC, 2018)

Detailed Sentence Generation Architecture for Image Semantics Description. - Imran Khurram; Muhammad Moazam Fraz; Muhammad Shahzad 002 (ISVC, 2018)

Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network. - Maryam Badar; Muhammad Shahzad 002; M. M. Fraz 001 (MIUA, 2018)

Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning. - Nazia Perwaiz; Muhammad Moazam Fraz; Muhammad Shahzad 002 (IEEE Access, 2018)

Multi-Sensor Depth Fusion Framework for Real-Time 3D Reconstruction. - Muhammad Kashif Ali; Asif Rajput; Muhammad Shahzad 002; Farhan Khan; Faheem Akhtar; Anko Börner (IEEE Access, 2019)

DPRNet: Deep 3D Point Based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds. - Saira Arshad; Muhammad Shahzad 002; Qaiser Riaz; Muhammad Moazam Fraz (IEEE Access, 2019)

Move Your Body: Age Estimation Based on Chest Movement During Normal Walk. - Qaiser Riaz; Muhammad Zeeshan Ul Hasnain Hashmi; Muhammad Arslan Hashmi; Muhammad Shahzad 002; Hassan Errami; Andreas Weber 004 (IEEE Access, 2019)

VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture. - Raja Muhammad Saad Bashir; Muhammad Shahzad 002; M. M. Fraz 001 (Pattern Recognit., 2019)

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. - Muhammad Shahzad 002; Michael Maurer; Friedrich Fraundorfer; Yuanyuan Wang 002; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds. - Saqib Ali Khan; Yilei Shi; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (CVPR Workshops, 2020)

Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding. - Saqib Ali Khan; Yilei Shi; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (CoRR, 2020)

Sustainable Vehicle-Assisted Edge Computing for Big Data Migration in Smart Cities. - Maria Kanwal; Asad Waqar Malik; Anis Ur Rahman 001; Imran Mahmood; Muhammad Shahzad 002 (IEEE Internet Things J., 2020)

Person Re-Identification Using Deep Modeling of Temporally Correlated Inertial Motion Patterns. - Imad Gohar; Qaiser Riaz; Muhammad Shahzad 002; Muhammad Zeeshan Ul Hasnain Hashmi; Hasan Tahir; Muhammad Ehsan ul Haq (Sensors, 2020)

Multisized Object Detection Using Spaceborne Optical Imagery. - Muhammad Haroon; Muhammad Shahzad 002; Muhammad Moazam Fraz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. - Nosheen Abid; Muhammad Imran Malik; Muhammad Shahzad 002; Faisal Shafait; Haider Ali; Muhammad Mohsin Ghaffar; Christian Weis; Norbert Wehn; Marcus Liwicki (DICTA, 2021)

QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVs. - Muhammad Gohar Javed; Minahil Raza; Muhammad Mohsin Ghaffar; Christian Weis; Norbert Wehn; Muhammad Shahzad 002; Faisal Shafait (DICTA, 2021)

Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image. - Nouman Ahmed; Sudipan Saha; Muhammad Shahzad 002; Muhammad Moazam Fraz; Xiao Xiang Zhu 001 (ICCVW, 2021)

Segmentation of VHR EO Images using Unsupervised Learning. - Sudipan Saha; Lichao Mou; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (MACLEAN@PKDD/ECML, 2021)

UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. - Nosheen Abid; Muhammad Shahzad 002; Muhammad Imran Malik; Ulrich Schwanecke; Adrian Ulges; György Kovács 001; Faisal Shafait (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics. - Imran Khurram; M. M. Fraz 001; Muhammad Shahzad 002; Nasir M. Rajpoot (Cogn. Comput., 2021)

Stochastic attentions and context learning for person re-identification. - Nazia Perwaiz; Muhammad Moazam Fraz; Muhammad Shahzad 002 (PeerJ Comput. Sci., 2021)

Assisting UAV Localization Via Deep Contextual Image Matching. - Muhammad Hamza Mughal; Muhammad Jawad Khokhar; Muhammad Shahzad 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Mitigating Distribution Shift for Multi-Sensor Classification. - Sudipan Saha; Shan Zhao 007; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (IGARSS, 2022)

Multimodal Knowledge Reasoning for Enhanced Visual Question Answering. - Afzaal Hussain; Ifrah Maqsood; Muhammad Shahzad 002; Muhammad Moazam Fraz (SITIS, 2022)

Extraction of Rice Phenological Metrics Using Temporally Correlated Multispectral Drone Imagery. - Dawood Wasif; M. Q. Khan; Ramesha Murtaza; M. Z. Ahmad; Zuhair Zafar; Muhammad Shahzad 002; Karsten Berns; M. M. Fraz 001 (SITIS, 2022)

Orientation aware weapons detection in visual data: a benchmark dataset. - Nazeef Ul Haq; M. M. Fraz 001; Tufail Sajjad Shah Hashmi; Muhammad Shahzad 002 (Computing, 2022)

Deep dual stream residual network with contextual attention for pansharpening of remote sensing images. - Syeda Roshana Ali; Anis Ur Rahman 001; Muhammad Shahzad 002 (CoRR, 2022)

A multiapproach generalized framework for automated solution suggestion of support tickets. - Syed S. Ali Zaidi; Muhammad Moazam Fraz; Muhammad Shahzad 002; Sharifullah Khan (Int. J. Intell. Syst., 2022)

Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data. - Sudipan Saha; Muhammad Shahzad 002; Patrick Ebel 002; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Unsupervised Single-Scene Semantic Segmentation for Earth Observation. - Sudipan Saha; Muhammad Shahzad 002; Lichao Mou; Qian Song; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Time Series-based Active Labeling Framework for Curating a Multispectral Sentinel 2 Imagery Dataset for Crop Type Mapping. - Vaneeza Mehmood; Ramesha Murtaza; Zuhair Zafar; Muhammad Shahzad 002; Karsten Berns; Muhammad Moazam Fraz (IGARSS, 2023)

Towards a Benchmark EO Semantic Segmentation Dataset for Uncertainty Quantification. - Dawood Wasif; Yuanyuan Wang 002; Muhammad Shahzad 002; Rudolph Triebel; Xiao Xiang Zhu 001 (IGARSS, 2023)

Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images. - G. Murtaza Dogar; Muhammad Shahzad 002; Muhammad Moazam Fraz (Biomed. Signal Process. Control., 2023)

Residual learning with annularly convolutional neural networks for classification and segmentation of 3D point clouds. - Rabbia Hassan; M. M. Fraz 001; A. Rajput; Muhammad Shahzad 002 (Neurocomputing, 2023)

Ubiquitous vision of transformers for person re-identification. - Nazia Perwaiz; Muhammad Shahzad 002; M. M. Fraz 001 (Mach. Vis. Appl., 2023)

DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud. - Saba Mehmood; Muhammad Shahzad 002; Muhammad Moazam Fraz (Neural Process. Lett., 2023)

Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping. - N. Pervaiz; M. M. Fraz 001; Muhammad Shahzad 002 (Vis. Comput., 2023)

A survey of uncertainty in deep neural networks. - Jakob Gawlikowski; Cedrique Rovile Njieutcheu Tassi; Mohsin Ali; Jongseok Lee; Matthias Humt; Jianxiang Feng; Anna M. Kruspe; Rudolph Triebel; Peter Jung 001; Ribana Roscher; Muhammad Shahzad 002; Wen Yang 001; et al. (Artif. Intell. Rev., 2023)

Person re-identification: A retrospective on domain specific open challenges and future trends. - Asmat Zahra; Nazia Perwaiz; Muhammad Shahzad 002; Muhammad Moazam Fraz (Pattern Recognit., 2023)

How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning. - Yuanyuan Wang 002; Qian Song; Dawood Wasif; Muhammad Shahzad 002; Christoph Koller; Jonathan Bamber; Xiao Xiang Zhu 001 (CoRR, 2024)

Beyond local patches: Preserving global-local interactions by enhancing self-attention via 3D point cloud tokenization. - M. Q. Khan; Muhammad Shahzad 002; Saqib Ali Khan; M. M. Fraz 001; Xiao Xiang Zhu 001 (Pattern Recognit., 2024)

Vision-Based 3-D Localization of UAV Using Deep Image Matching. - Mansoor Khurshid; Muhammad Shahzad 002; Hasan Ali Khattak; Muhammad Imran Malik; Muhammad Moazam Fraz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Smart surveillance with simultaneous person detection and re-identification. - Nazia Perwaiz; M. M. Fraz 001; Muhammad Shahzad 002 (Multim. Tools Appl., 2024)

MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification. - Yang Mu; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (AAAI, 2025)

National-scale tree species mapping with deep learning reveals forest management insights in Germany. - Yang Mu; Jianhua Guo 002; Muhammad Shahzad 002; Xiao Xiang Zhu 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

TransPose Re-ID: transformers for pose invariant person Re-identification. - Nazia Perwaiz; Muhammad Shahzad 002; Muhammad Moazam Fraz (J. Exp. Theor. Artif. Intell., 2025)

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification. - Yang Mu; Zhitong Xiong; Yi Wang 072; Muhammad Shahzad 002; Franz Essl; Mark van Kleunen; Xiao Xiang Zhu 001 (CoRR, 2025)

TVFace: towards large-scale unsupervised face recognition in video streams. - Atif Khurshid; Bostan Khan; Muhammad Shahzad 002; Muhammad Moazam Fraz (Pattern Anal. Appl., 2025)