Faisal Shafait

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 83

Top Venues

Kaiserslautern University of Technology, Germany (PHD)

Education History

Kaiserslautern University of Technology, Germany

PHD

Publications

Marcel Lamott, Yves-Noel Weweler, Adrian Ulges, Faisal Shafait, Dirk Krechel, Darko Obradovic
LAPDoc: Layout-Aware Prompting for Documents. CoRR (2024)
Arooba Maqsood, Nauman Riaz, Adnan Ul-Hasan, Faisal Shafait
A Unified Architecture for Urdu Printed and Handwritten Text Recognition. ICDAR (4) (2023)
Noman Tanveer, Adnan Ul-Hasan, Faisal Shafait
Diffusion Models for Document Image Generation. ICDAR (3) (2023)
Hirra Anwar, Saad Ullah Khan, Muhammad Mohsin Ghaffar, Muhammad Fayyaz, Muhammad Jawad Khan, Christian Weis, Norbert Wehn, Faisal Shafait
The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop. Sensors 23 (15) (2023)
Zeeshan Memon, Adnan Ul-Hasan, Faisal Shafait
Content-Aware Urdu Handwriting Generation. ICDAR (4) (2023)
Maham Jahangir, Muhammad Imran Malik, Faisal Shafait
Adversarial Attacks on Convolutional Siamese Signature Verification Networks. ICDAR (4) (2023)
Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait
PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents. ICDAR (5) (2023)
Utkarsh Porwal, Alicia Fornés, Faisal Shafait
Advances in handwriting recognition. Int. J. Document Anal. Recognit. 25 (4) (2022)
Marium Sharif, Adnan Ul-Hasan, Faisal Shafait
Urdu Handwritten Ligature Generation Using Generative Adversarial Networks (GANs). ICFHR (2022)
Muhammad Atif Butt, Adnan Ul-Hasan, Faisal Shafait
TraffSign: Multilingual Traffic Signboard Text Detection and Recognition for Urdu and English. DAS (2022)
Noor ul Sehr Zia, Muhammad Ferjad Naeem, Syed Muhammad Kumail Raza, Muhammad Mubasher Khan, Adnan Ul-Hasan, Faisal Shafait
A convolutional recursive deep architecture for unconstrained Urdu handwriting recognition. Neural Comput. Appl. 34 (2) (2022)
Nauman Riaz, Haziq Arbab, Arooba Maqsood, Khuzaeymah Nasir, Adnan Ul-Hasan, Faisal Shafait
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition. Int. J. Document Anal. Recognit. 25 (4) (2022)
Maham Jahangir, Faisal Shafait
Adversarial Attack Using Sparse Representation of Feature Maps. IEEE Access 10 (2022)
Muhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait
Incremental Learning of Object Detector with Limited Training Data. DICTA (2021)
Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Adnan Ul-Hasan, Faisal Shafait, Syed Muhammad Raza Kazmi
A Novel Technique for Short-Term Load Forecasting Using Sequential Models and Feature Engineering. IEEE Access 9 (2021)
Muhammad Gohar Javed, Minahil Raza, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Muhammad Shahzad, Faisal Shafait
QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVs. DICTA (2021)
Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan Ul-Hassan, Faisal Shafait
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition. CoRR (2021)
Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan Ul-Hasan, Faisal Shafait
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition. ICDAR (2) (2021)
Abdul Rehman, Adnan Ul-Hasan, Faisal Shafait
High Performance Urdu and Arabic Video Text Recognition Using Convolutional Recurrent Neural Networks. ICDAR Workshops (1) (2021)
Zoya, Seemab Latif, Faisal Shafait, Rabia Latif
Analyzing LDA and NMF Topic Models for Urdu Tweets via Automatic Labeling. IEEE Access 9 (2021)
Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki
Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. DICTA (2021)
Saba Gul, Muhammad Imran Malik, Gul Muhammad Khan, Faisal Shafait
Multi-view gait recognition system using spatio-temporal features and deep learning. Expert Syst. Appl. 179 (2021)
Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). Expert Syst. Appl. 172 (2021)
Imran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait
An Agent-Based Simulation of the Spread of Dengue Fever. ICCS (3) (2020)
Ahsan Jalal, Ahmad Salman, Ajmal Mian, Mark Shortis, Faisal Shafait
Fish detection and species classification in underwater environments using deep learning with temporal information. Ecol. Informatics 57 (2020)
Salah Ud Din, Naveed Akhtar, Shahzad Younis, Faisal Shafait, Atif Mansoor, Muhammad Shafique
Steganographic universal adversarial perturbations. Pattern Recognit. Lett. 135 (2020)
Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Faisal Shafait, Syed Muhammad Raza Kazmi
Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets. CoRR (2020)
Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait
Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks. DAS (2020)
Naqash Gerard, Talha Yousuf, Ahmed Husnain Johar, Umer Asgher, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
Detection of Subject Attention in an Active Environment Through Facial Expressions Using Deep Learning Techniques and Computer Vision. AHFE (1) (2020)
Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait
Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks. CoRR (2020)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR (2020)
Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait
An Open-World Extension to Knowledge Graph Completion Models. CoRR (2019)
Faiza Rehman, Hira Masood, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait
An Intelligent Context Aware Recommender System for Real-Estate. MedPRAI (2019)
Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait
Rethinking Table Recognition using Graph Neural Networks. ICDAR (2019)
Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait
An Open-World Extension to Knowledge Graph Completion Models. AAAI (2019)
Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait
A Spatio-Spectral Hybrid Convolutional Architecture for Hyperspectral Document Authentication. ICDAR (2019)
Annus Zulfiqar, Adnan Ul-Hasan, Faisal Shafait
Logical Layout Analysis using Deep Learning. DICTA (2019)
Ahmad Salman, Salman Maqbool, Abdul Hannan Khan, Ahsan Jalal, Faisal Shafait
Real-time fish detection in complex backgrounds using probabilistic background modelling. Ecol. Informatics 51 (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Muhammad Ali Shahzad, Rabeya Noor, Sheraz Ahmad, Ajmal Mian, Faisal Shafait
Feature Engineering Meets Deep Learning: A Case Study on Table Detection in Documents. DICTA (2019)
Hasan F. M. Zaki, Faisal Shafait, Ajmal Mian
Viewpoint invariant semantic object and scene categorization with RGB-D sensors. Auton. Robots 43 (4) (2019)
Ammad Ul Islam, Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait
Hyperspectral Image Analysis for Writer Identification using Deep Learning. DICTA (2019)
Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait
Table Structure Extraction with Bi-Directional Gated Recurrent Unit Networks. ICDAR (2019)
Zohaib Khan, Faisal Shafait, Ajmal Mian
Converting a Common Document Scanner to a Multispectral Scanner. CoRR (2019)
Raaiha Humayun Kabir, Bisma Pervaiz, Tayyeba Muhammad Khan, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait
DeepRank: Adapting Neural Tensor Networks for Ranking the Recommendations. MedPRAI (2019)
Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
Runway Detection and Localization in Aerial Images using Deep Learning. DICTA (2019)
Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
FFD: Figure and Formula Detection from Document Images. DICTA (2019)
Zohaib Khan, Faisal Shafait, Ajmal Mian
Converting a Common Low-Cost Document Scanner into a Multispectral Scanner. Sensors 19 (14) (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
Do Cross Modal Systems Leverage Semantic Relationships? CoRR (2019)
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait
Do Cross Modal Systems Leverage Semantic Relationships? ICCV Workshops (2019)
Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait
Rethinking Table Parsing using Graph Neural Networks. CoRR (2019)
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Haseeb Shah, Khurram Javed, Faisal Shafait
Distillation Techniques for Pseudo-rehearsal Based Incremental Learning. CoRR (2018)
Sami Ur Rehman, Burhan Ul Tayyab, Muhammad Ferjad Naeem, Adnan Ul-Hasan, Faisal Shafait
A Multi-faceted OCR Framework for Artificial Urdu News Ticker Text Recognition. DAS (2018)
Khurram Javed, Faisal Shafait
Revisiting Distillation and Incremental Classifier Learning. ACCV (6) (2018)
Junaid Younas, Stefan Fritsch, Gerald Pirkl, Sheraz Ahmed, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz
What Am I Writing: Classification of On-Line Handwritten Sequences. Intelligent Environments (Workshops) (2018)
Syed Zulqarnain Gilani, Ajmal S. Mian, Faisal Shafait, Ian Reid
Dense 3D Face Correspondence. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)
Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian
Representation learning with deep extreme learning machines for efficient image set classification. Neural Comput. Appl. 30 (4) (2018)
Khurram Javed, Faisal Shafait
Revisiting Distillation and Incremental Classifier Learning. CoRR (2018)
Saman Arif, Faisal Shafait
Table Detection in Document Images using Foreground and Background Features. DICTA (2018)
Jameel Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait, Muhammad Imran Malik, Didier Stricker
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor. Sensors 18 (11) (2018)
Nosheen Abid, Adnan Ul-Hasan, Faisal Shafait
DeepParse: A Trainable Postal Address Parser. DICTA (2018)
Farrukh Kamran, Muhammad Shahzad, Faisal Shafait
Automated Military Vehicle Detection from Low-Altitude Aerial Images. DICTA (2018)
Muhammad Jaleed Khan, Adeel Yousaf, Khurram Khurshid, Asad Abbas, Faisal Shafait
Automated Forgery Detection in Multispectral Document Images Using Fuzzy Clustering. DAS (2018)
Hasan F. M. Zaki, Faisal Shafait, Ajmal S. Mian
Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition. Robotics Auton. Syst. 92 (2017)
Hasan F. M. Zaki, Faisal Shafait, Ajmal S. Mian
Modeling Sub-Event Dynamics in First-Person Action Recognition. CVPR (2017)
Azka Gilani, Shah Rukh Qasim, Muhammad Imran Malik, Faisal Shafait
Table Detection Using Deep Learning. ICDAR (2017)
Asad Abbas, Khurram Khurshid, Faisal Shafait
Towards Automated Ink Mismatch Detection in Hyperspectral Document Images. ICDAR (2017)
Tayyaba Naz, Anam Ahmad Khan, Faisal Shafait
Ubiquitous Document Capturing with Deep Learning. DICTA (2017)
Muhammad Ferjad Naeem, Noor ul Sehr Zia, Aqsa Ahmed Awan, Faisal Shafait, Adnan Ul-Hasan
Impact of Ligature Coverage on Training Practical Urdu OCR Systems. ICDAR (2017)
Aman Irshad, Anam Ahmad Khan, Ibrar Yunus, Faisal Shafait
Real-Time Lane Departure Warning System on a Lower Resource Platform. DICTA (2017)
Khurram Javed, Faisal Shafait
Real-Time Document Localization in Natural Images by Recursive Application of a CNN. ICDAR (2017)
Saeeda Naz, Arif Iqbal Umar, Riaz Ahmad, Imran Siddiqi, Saad Bin Ahmed, Muhammad Imran Razzak, Faisal Shafait
Urdu Nastaliq recognition using convolutional-recursive deep learning. Neurocomputing 243 (2017)
Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
D-StaR: A Generic Method for Stamp Segmentation from Document Images. ICDAR (2017)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Efficient classification with sparsity augmented collaborative representation. Pattern Recognit. 65 (2017)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Discriminative Bayesian Dictionary Learning for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38 (12) (2016)
Hasan F. M. Zaki, Faisal Shafait, Ajmal S. Mian
Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition. ICRA (2016)
Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel
High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS (2016)
Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik
Automatic Signature Segmentation Using Hyper-Spectral Imaging. ICFHR (2016)
Hasan F. M. Zaki, Faisal Shafait, Ajmal S. Mian
Modeling 2D Appearance Evolution for 3D Object Categorization. DICTA (2016)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution. ECCV (3) (2016)
Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel
Efficient Estimation of k for the Nearest Neighbors Class of Methods. CoRR (2016)
Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian
Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification. CoRR (2015)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Bayesian sparse representation for hyperspectral image super resolution. CVPR (2015)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification. CoRR (2015)
Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian
Shape-based automatic detection of a large number of 3D facial landmarks. CVPR (2015)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel
A sequence learning approach for multiple script identification. ICDAR (2015)
Hasan F. M. Zaki, Faisal Shafait, Ajmal S. Mian
Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition. DICTA (2015)
Zhipei Luo, Faisal Shafait, Ajmal S. Mian
Localized forgery detection in hyperspectral document images. ICDAR (2015)
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman K. Ghosh, Andrew D. Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, Faisal Shafait, Seiichi Uchida, Ernest Valveny
ICDAR 2015 competition on Robust Reading. ICDAR (2015)
Zohaib Khan, Faisal Shafait, Ajmal S. Mian
Automatic ink mismatch detection for forensic document analysis. Pattern Recognit. 48 (11) (2015)
Faisal Shafait, Dimosthenis Karatzas, Seiichi Uchida, Masakazu Iwamura
Preface. Int. J. Document Anal. Recognit. 18 (2) (2015)
Adnan Ul-Hasan, Faisal Shafait, Marcus Liwicki
Curriculum learning for printed text line recognition of ligature-based scripts. ICDAR (2015)
Zohaib Khan, Faisal Shafait, Ajmal S. Mian
Joint Group Sparse PCA for Compressed Hyperspectral Imaging. IEEE Trans. Image Process. 24 (12) (2015)
Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR (2015)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Discriminative Bayesian Dictionary Learning for Classification. CoRR (2015)
Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian
Gradient based efficient feature selection. WACV (2014)
Naveed Akhtar, Faisal Shafait, Ajmal S. Mian
Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution. ECCV (7) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Faisal Shafait