Muhammad Shahzad

69 papers A* 1C 10Misc 4Journal 45Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification. CoRR Yang Mu, Zhitong Xiong, Yi Wang, Muhammad Shahzad, Franz Essl, Mark van Kleunen, Xiao Xiang Zhu
2025	A*	`conf`	MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification. AAAI Yang Mu, Muhammad Shahzad, Xiao Xiang Zhu
2025	J	`jnl`	MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification. CoRR Yang Mu, Muhammad Shahzad, Xiao Xiang Zhu
2025	J	`jnl`	National-scale tree species mapping with deep learning reveals forest management insights in Germany. Int. J. Appl. Earth Obs. Geoinformation Yang Mu, Jianhua Guo, Muhammad Shahzad, Xiao Xiang Zhu
2025	J	`jnl`	TVFace: towards large-scale unsupervised face recognition in video streams. Pattern Anal. Appl. Atif Khurshid, Bostan Khan, Muhammad Shahzad, Muhammad Moazam Fraz
2025	J	`jnl`	TransPose Re-ID: transformers for pose invariant person Re-identification. J. Exp. Theor. Artif. Intell. Nazia Perwaiz, Muhammad Shahzad, Muhammad Moazam Fraz
2024	J	`jnl`	Beyond local patches: Preserving global-local interactions by enhancing self-attention via 3D point cloud tokenization. Pattern Recognit. Muhammad Qasim Khan, Muhammad Shahzad, Saqib Ali Khan, M. M. Fraz, Xiao Xiang Zhu
2024	J	`jnl`	How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning. CoRR Yuanyuan Wang, Qian Song, Dawood Wasif, Muhammad Shahzad, Christoph Koller, Jonathan Bamber, Xiao Xiang Zhu
2024	J	`jnl`	Smart surveillance with simultaneous person detection and re-identification. Multim. Tools Appl. Nazia Perwaiz, M. M. Fraz, Muhammad Shahzad
2024	J	`jnl`	Vision-Based 3-D Localization of UAV Using Deep Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mansoor Khurshid, Muhammad Shahzad, Hasan Ali Khattak, Muhammad Imran Malik, Muhammad Moazam Fraz
2023	J	`jnl`	A survey of uncertainty in deep neural networks. Artif. Intell. Rev. Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiaoxiang Zhu
2023	J	`jnl`	Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images. Biomed. Signal Process. Control. G. Murtaza Dogar, Muhammad Shahzad, Muhammad Moazam Fraz
2023	J	`jnl`	DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud. Neural Process. Lett. Saba Mehmood, Muhammad Shahzad, Muhammad Moazam Fraz
2023	J	`jnl`	Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping. Vis. Comput. N. Pervaiz, M. M. Fraz, Muhammad Shahzad
2023	J	`jnl`	Person re-identification: A retrospective on domain specific open challenges and future trends. Pattern Recognit. Asmat Zahra, Nazia Perwaiz, Muhammad Shahzad, Muhammad Moazam Fraz
2023	J	`jnl`	Residual learning with annularly convolutional neural networks for classification and segmentation of 3D point clouds. Neurocomputing Rabbia Hassan, M. M. Fraz, A. Rajput, Muhammad Shahzad
2023	C	`conf`	Time Series-based Active Labeling Framework for Curating a Multispectral Sentinel 2 Imagery Dataset for Crop Type Mapping. IGARSS Vaneeza Mehmood, Ramesha Murtaza, Zuhair Zafar, Muhammad Shahzad, Karsten Berns, Muhammad Moazam Fraz
2023	C	`conf`	Towards a Benchmark EO Semantic Segmentation Dataset for Uncertainty Quantification. IGARSS Dawood Wasif, Yuanyuan Wang, Muhammad Shahzad, Rudolph Triebel, Xiao Xiang Zhu
2023	J	`jnl`	Ubiquitous vision of transformers for person re-identification. Mach. Vis. Appl. Nazia Perwaiz, Muhammad Shahzad, M. M. Fraz
2022	J	`jnl`	A multiapproach generalized framework for automated solution suggestion of support tickets. Int. J. Intell. Syst. Syed S. Ali Zaidi, Muhammad Moazam Fraz, Muhammad Shahzad, Sharifullah Khan
2022	J	`jnl`	Deep dual stream residual network with contextual attention for pansharpening of remote sensing images. CoRR Syeda Roshana Ali, Anis Ur Rahman, Muhammad Shahzad
2022	—	`conf`	Extraction of Rice Phenological Metrics Using Temporally Correlated Multispectral Drone Imagery. SITIS Dawood Wasif, Muhammad Qasim Khan, Ramesha Murtaza, M. Z. Ahmad, Zuhair Zafar, Muhammad Shahzad, Karsten Berns, M. M. Fraz
2022	C	`conf`	Mitigating Distribution Shift for Multi-Sensor Classification. IGARSS Sudipan Saha, Shan Zhao, Muhammad Shahzad, Xiao Xiang Zhu
2022	—	`conf`	Multimodal Knowledge Reasoning for Enhanced Visual Question Answering. SITIS Afzaal Hussain, Ifrah Maqsood, Muhammad Shahzad, Muhammad Moazam Fraz
2022	J	`jnl`	Orientation aware weapons detection in visual data: a benchmark dataset. Computing Nazeef Ul Haq, M. M. Fraz, Tufail Sajjad Shah Hashmi, Muhammad Shahzad
2022	J	`jnl`	PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable. Complex Intell. Syst. Syed Khurram Jah Rizvi, Warda Aslam, Muhammad Shahzad, Shahzad Saleem, Muhammad Moazam Fraz
2022	J	`jnl`	Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends. CoRR Asmat Zahra, Nazia Perwaiz, Muhammad Shahzad, Muhammad Moazam Fraz
2022	J	`jnl`	Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sudipan Saha, Muhammad Shahzad, Patrick Ebel, Xiao Xiang Zhu
2022	J	`jnl`	Unsupervised Single-Scene Semantic Segmentation for Earth Observation. IEEE Trans. Geosci. Remote. Sens. Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu
2021	J	`jnl`	A Survey of Uncertainty in Deep Neural Networks. CoRR Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiao Xiang Zhu
2021	J	`jnl`	Assisting UAV Localization Via Deep Contextual Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Muhammad Hamza Mughal, Muhammad Jawad Khokhar, Muhammad Shahzad
2021	Misc	`conf`	Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. DICTA Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki
2021	J	`jnl`	Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics. Cogn. Comput. Imran Khurram, M. M. Fraz, Muhammad Shahzad, Nasir M. Rajpoot
2021	J	`jnl`	Orientation Aware Weapons Detection In Visual Data : A Benchmark Dataset. CoRR Nazeef Ul Haq, Muhammad Moazam Fraz, Tufail Sajjad Shah Hashmi, Muhammad Shahzad
2021	—	`conf`	Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image. ICCVW Nouman Ahmed, Sudipan Saha, Muhammad Shahzad, Muhammad Moazam Fraz, Xiao Xiang Zhu
2021	Misc	`conf`	QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVs. DICTA Muhammad Gohar Javed, Minahil Raza, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Muhammad Shahzad, Faisal Shafait
2021	—	`conf`	Segmentation of VHR EO Images using Unsupervised Learning. MACLEAN@PKDD/ECML Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021	J	`jnl`	Segmentation of VHR EO Images using Unsupervised Learning. CoRR Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021	J	`jnl`	Stochastic attentions and context learning for person re-identification. PeerJ Comput. Sci. Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad
2021	J	`jnl`	UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait
2020	J	`jnl`	Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding. CoRR Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu
2020	—	`conf`	FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds. CVPR Workshops Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu
2020	J	`jnl`	Multisized Object Detection Using Spaceborne Optical Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Muhammad Haroon, Muhammad Shahzad, Muhammad Moazam Fraz
2020	J	`jnl`	Person Re-Identification Using Deep Modeling of Temporally Correlated Inertial Motion Patterns. Sensors Imad Gohar, Qaiser Riaz, Muhammad Shahzad, Muhammad Zeeshan Ul Hasnain Hashmi, Hasan Tahir, Muhammad Ehsan ul Haq
2020	J	`jnl`	Sustainable Vehicle-Assisted Edge Computing for Big Data Migration in Smart Cities. IEEE Internet Things J. Maria Kanwal, Asad Waqar Malik, Anis Ur Rahman, Imran Mahmood, Muhammad Shahzad
2019	J	`jnl`	Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. IEEE Trans. Geosci. Remote. Sens. Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
2019	J	`jnl`	DPRNet: Deep 3D Point Based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds. IEEE Access Saira Arshad, Muhammad Shahzad, Qaiser Riaz, Muhammad Moazam Fraz
2019	J	`jnl`	Move Your Body: Age Estimation Based on Chest Movement During Normal Walk. IEEE Access Qaiser Riaz, Muhammad Zeeshan Ul Hasnain Hashmi, Muhammad Arslan Hashmi, Muhammad Shahzad, Hassan Errami, Andreas Weber
2019	J	`jnl`	Multi-Sensor Depth Fusion Framework for Real-Time 3D Reconstruction. IEEE Access Muhammad Kashif Ali, Asif Rajput, Muhammad Shahzad, Farhan Khan, Faheem Akhtar, Anko Börner
2019	J	`jnl`	VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture. Pattern Recognit. Raja Muhammad Saad Bashir, Muhammad Shahzad, M. M. Fraz
2018	J	`jnl`	Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. CoRR Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
2018	Misc	`conf`	DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification. ISVC Raja Muhammad Saad Bashir, Muhammad Shahzad, Muhammad Moazam Fraz
2018	Misc	`conf`	Detailed Sentence Generation Architecture for Image Semantics Description. ISVC Imran Khurram, Muhammad Moazam Fraz, Muhammad Shahzad
2018	C	`conf`	End to End Person Re-Identification for Automated Visual Surveillance. IPAS Saadia Batool, Muhammad Zeeshan Ali, Muhammad Shahzad, Muhammad Moazam Fraz
2018	C	`conf`	Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks. IGARSS Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
2018	J	`jnl`	Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning. IEEE Access Nazia Perwaiz, Muhammad Moazam Fraz, Muhammad Shahzad
2018	—	`conf`	Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network. MIUA Maryam Badar, Muhammad Shahzad, M. M. Fraz
2018	C	`conf`	Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification. CIARP Wajeeha Ansar, M. M. Fraz, Muhammad Shahzad, Imad Gohar, Sajid Javed, Soon Ki Jung
2017	—	`conf`	Building height estimation in single SAR image using OSM building footprints. JURSE Yao Sun, Muhammad Shahzad, Xiao Xiang Zhu
2016	J	`jnl`	Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. Muhammad Shahzad, Xiaoxiang Zhu
2016	C	`conf`	Forest remote sensing on the individual tree level by airborne millimeterwave SAR. IGARSS Michael Schmitt, Muhammad Shahzad, Xiaoxiang Zhu
2015	—	`conf`	Detection of buildings in spaceborne TomoSAR point clouds via hybrid region growing and energy minimization technique. JURSE Muhammad Shahzad, Xiao Xiang Zhu
2015	J	`jnl`	Joint Sparsity in SAR Tomography for Urban Mapping. IEEE J. Sel. Top. Signal Process. Xiaoxiang Zhu, Nan Ge, Muhammad Shahzad
2015	J	`jnl`	Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. Muhammad Shahzad, Xiaoxiang Zhu
2014	C	`conf`	Automatic large area reconstruction of building façades from spaceborne TomoSAR point clouds. IGARSS Muhammad Shahzad, Xiaoxiang Zhu
2014	J	`jnl`	Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. Xiaoxiang Zhu, Muhammad Shahzad
2013	C	`conf`	Reconstruction of building façades using spaceborne multiview TomoSAR point clouds. IGARSS Muhammad Shahzad, Xiaoxiang Zhu
2012	C	`conf`	Façade structure reconstruction using spaceborne TomoSAR point clouds. IGARSS Muhammad Shahzad, Xiaoxiang Zhu, Richard Bamler
2012	—	`conf`	From TomoSAR Point Clouds to Objects: Façade Reconstruction. TyWRRS Xiao Xiang Zhu, Muhammad Shahzad, Richard Bamler