Faisal Shafait

According to our database, Faisal Shafait authored at least 196 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Seagrass classification using unsupervised curriculum learning (UCL).

Nosheen Abid, Md Kislu Noman, György Kovács, Syed Mohammed Shamsul Islam, Tosin P. Adewumi, Paul Lavery, Faisal Shafait, Marcus Liwicki

Ecol. Informatics, 2024

LAPDoc: Layout-Aware Prompting for Documents.

Marcel Lamott, Yves-Noel Weweler, Adrian Ulges, Faisal Shafait, Dirk Krechel, Darko Obradovic

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

PCA-Based Adversarial Attacks on Signature Verification Systems.

Maham Jahangir, Azka Basit, Muhammad Shahzad Younis, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Transformer-Based Architecture for Judgment Prediction and Explanation in Legal Proceedings.

Arooba Maqsood, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023

The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop.

Hirra Anwar, Saad Ullah Khan, Muhammad Mohsin Ghaffar, Muhammad Fayyaz, Muhammad Jawad Khan, Christian Weis, Norbert Wehn, Faisal Shafait

Sensors, August, 2023

UWA Hyperspectral Face Database.

Muhammad Uzair, Zohaib Khan, Arif Mahmood, Faisal Shafait, Ajmal Mian

Dataset, March, 2023

PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents.

Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Diffusion Models for Document Image Generation.

Noman Tanveer, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Content-Aware Urdu Handwriting Generation.

Zeeshan Memon, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

A Unified Architecture for Urdu Printed and Handwritten Text Recognition.

Arooba Maqsood, Nauman Riaz, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Adversarial Attacks on Convolutional Siamese Signature Verification Networks.

Maham Jahangir, Muhammad Imran Malik, Faisal Shafait

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

2022

A convolutional recursive deep architecture for unconstrained Urdu handwriting recognition.

Noor ul Sehr Zia, Muhammad Ferjad Naeem, Syed Muhammad Kumail Raza, Muhammad Mubasher Khan, Adnan Ul-Hasan, Faisal Shafait

Neural Comput. Appl., 2022

Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition.

Nauman Riaz, Haziq Arbab, Arooba Maqsood, Khuzaeymah Nasir, Adnan Ul-Hasan, Faisal Shafait

Int. J. Document Anal. Recognit., 2022

Advances in handwriting recognition.

Utkarsh Porwal, Alicia Fornés, Faisal Shafait

Int. J. Document Anal. Recognit., 2022

Adversarial Attack Using Sparse Representation of Feature Maps.

Maham Jahangir, Faisal Shafait

IEEE Access, 2022

Urdu Handwritten Ligature Generation Using Generative Adversarial Networks (GANs).

Marium Sharif, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

TraffSign: Multilingual Traffic Signboard Text Detection and Recognition for Urdu and English.

Muhammad Atif Butt, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021

Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph).

Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz

Expert Syst. Appl., 2021

Multi-view gait recognition system using spatio-temporal features and deep learning.

Saba Gul, Muhammad Imran Malik, Gul Muhammad Khan, Faisal Shafait

Expert Syst. Appl., 2021

UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery.

Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait

Int. J. Appl. Earth Obs. Geoinformation, 2021

Analyzing LDA and NMF Topic Models for Urdu Tweets via Automatic Labeling.

Zoya, Seemab Latif, Faisal Shafait, Rabia Latif

IEEE Access, 2021

A Novel Technique for Short-Term Load Forecasting Using Sequential Models and Feature Engineering.

Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Adnan Ul-Hasan, Faisal Shafait, Syed Muhammad Raza Kazmi

IEEE Access, 2021

High Performance Urdu and Arabic Video Text Recognition Using Convolutional Recurrent Neural Networks.

Abdul Rehman, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Document Analysis and Recognition, 2021

TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition.

Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 16th International Conference on Document Analysis and Recognition, 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, Faisal Shafait

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Incremental Learning of Object Detector with Limited Training Data.

Muhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning.

Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Steganographic universal adversarial perturbations.

Salah Ud Din, Naveed Akhtar, Shahzad Younis, Faisal Shafait, Atif Mansoor, Muhammad Shafique

Pattern Recognit. Lett., 2020

Fish detection and species classification in underwater environments using deep learning with temporal information.

Ahsan Jalal, Ahmad Salman, Ajmal Mian, Mark Shortis, Faisal Shafait

Ecol. Informatics, 2020

Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets.

Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Faisal Shafait, Syed Muhammad Raza Kazmi

CoRR, 2020

An Agent-Based Simulation of the Spread of Dengue Fever.

Imran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait

Proceedings of the Computational Science - ICCS 2020, 2020

Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks.

Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Detection of Subject Attention in an Active Environment Through Facial Expressions Using Deep Learning Techniques and Computer Vision.

Naqash Gerard, Talha Yousuf, Ahmed Husnain Johar, Umer Asgher, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2020

2019

Converting a Common Low-Cost Document Scanner into a Multispectral Scanner.

Zohaib Khan, Faisal Shafait, Ajmal Mian

Sensors, 2019

Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.

Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed

BMC Medical Informatics Decis. Mak., 2019

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.

Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed

BMC Medical Informatics Decis. Mak., 2019

Real-time fish detection in complex backgrounds using probabilistic background modelling.

Ahmad Salman, Salman Maqbool, Abdul Hannan Khan, Ahsan Jalal, Faisal Shafait

Ecol. Informatics, 2019

Rethinking Table Parsing using Graph Neural Networks.

Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait

CoRR, 2019

Converting a Common Document Scanner to a Multispectral Scanner.

Zohaib Khan, Faisal Shafait, Ajmal Mian

CoRR, 2019

Viewpoint invariant semantic object and scene categorization with RGB-D sensors.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal Mian

Auton. Robots, 2019

An Intelligent Context Aware Recommender System for Real-Estate.

Faiza Rehman, Hira Masood, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait

Proceedings of the Pattern Recognition and Artificial Intelligence, 2019

DeepRank: Adapting Neural Tensor Networks for Ranking the Recommendations.

Raaiha Humayun Kabir, Bisma Pervaiz, Tayyeba Muhammad Khan, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait

Proceedings of the Pattern Recognition and Artificial Intelligence, 2019

Rethinking Table Recognition using Graph Neural Networks.

Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Table Structure Extraction with Bi-Directional Gated Recurrent Unit Networks.

Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Spatio-Spectral Hybrid Convolutional Architecture for Hyperspectral Document Authentication.

Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Do Cross Modal Systems Leverage Semantic Relationships?

Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Logical Layout Analysis using Deep Learning.

Annus Zulfiqar, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

FFD: Figure and Formula Detection from Document Images.

Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Feature Engineering Meets Deep Learning: A Case Study on Table Detection in Documents.

Muhammad Ali Shahzad, Rabeya Noor, Sheraz Ahmad, Ajmal Mian, Faisal Shafait

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Hyperspectral Image Analysis for Writer Identification using Deep Learning.

Ammad Ul Islam, Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Runway Detection and Localization in Aerial Images using Deep Learning.

Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

An Open-World Extension to Knowledge Graph Completion Models.

Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor.

Jameel Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait, Muhammad Imran Malik, Didier Stricker

Sensors, 2018

Dense 3D Face Correspondence.

Syed Zulqarnain Gilani, Ajmal S. Mian, Faisal Shafait, Ian Reid

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Representation learning with deep extreme learning machines for efficient image set classification.

Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian

Neural Comput. Appl., 2018

Distillation Techniques for Pseudo-rehearsal Based Incremental Learning.

Haseeb Shah, Khurram Javed, Faisal Shafait

CoRR, 2018

What Am I Writing: Classification of On-Line Handwritten Sequences.

Junaid Younas, Stefan Fritsch, Gerald Pirkl, Sheraz Ahmed, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz

Proceedings of the Intelligent Environments 2018, 2018

Automated Military Vehicle Detection from Low-Altitude Aerial Images.

Farrukh Kamran, Muhammad Shahzad, Faisal Shafait

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Table Detection in Document Images using Foreground and Background Features.

Saman Arif, Faisal Shafait

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

DeepParse: A Trainable Postal Address Parser.

Nosheen Abid, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

A Multi-faceted OCR Framework for Artificial Urdu News Ticker Text Recognition.

Sami Ur Rehman, Burhan Ul Tayyab, Muhammad Ferjad Naeem, Adnan Ul-Hasan, Faisal Shafait

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Automated Forgery Detection in Multispectral Document Images Using Fuzzy Clustering.

Muhammad Jaleed Khan, Adeel Yousaf, Khurram Khurshid, Asad Abbas, Faisal Shafait

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Revisiting Distillation and Incremental Classifier Learning.

Khurram Javed, Faisal Shafait

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian

Robotics Auton. Syst., 2017

Efficient classification with sparsity augmented collaborative representation.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Pattern Recognit., 2017

Urdu Nastaliq recognition using convolutional-recursive deep learning.

Saeeda Naz, Arif Iqbal Umar, Riaz Ahmad, Imran Siddiqi, Saad Bin Ahmed, Muhammad Imran Razzak, Faisal Shafait

Neurocomputing, 2017

D-StaR: A Generic Method for Stamp Segmentation from Document Images.

Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Impact of Ligature Coverage on Training Practical Urdu OCR Systems.

Muhammad Ferjad Naeem, Noor ul Sehr Zia, Aqsa Ahmed Awan, Faisal Shafait, Adnan Ul-Hasan

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Real-Time Document Localization in Natural Images by Recursive Application of a CNN.

Khurram Javed, Faisal Shafait

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Table Detection Using Deep Learning.

Azka Gilani, Shah Rukh Qasim, Muhammad Imran Malik, Faisal Shafait

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Towards Automated Ink Mismatch Detection in Hyperspectral Document Images.

Asad Abbas, Khurram Khurshid, Faisal Shafait

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Ubiquitous Document Capturing with Deep Learning.

Tayyaba Naz, Anam Ahmad Khan, Faisal Shafait

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Real-Time Lane Departure Warning System on a Lower Resource Platform.

Aman Irshad, Anam Ahmad Khan, Ibrar Yunus, Faisal Shafait

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Modeling Sub-Event Dynamics in First-Person Action Recognition.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Discriminative Bayesian Dictionary Learning for Classification.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Efficient Estimation of k for the Nearest Neighbors Class of Methods.

Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel

CoRR, 2016

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Automatic Signature Segmentation Using Hyper-Spectral Imaging.

Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Proceedings of the Computer Vision - ECCV 2016, 2016

Modeling 2D Appearance Evolution for 3D Object Categorization.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks.

Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

Joint Group Sparse PCA for Compressed Hyperspectral Imaging.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

IEEE Trans. Image Process., 2015

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

IEEE Trans. Geosci. Remote. Sens., 2015

Automatic ink mismatch detection for forensic document analysis.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Pattern Recognit., 2015

Preface.

Faisal Shafait, Dimosthenis Karatzas, Seiichi Uchida, Masakazu Iwamura

Int. J. Document Anal. Recognit., 2015

Sparseness helps: Sparsity Augmented Collaborative Representation for Classification.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

CoRR, 2015

Curriculum learning for printed text line recognition of ligature-based scripts.

Adnan Ul-Hasan, Faisal Shafait, Marcus Liwicki

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A sequence learning approach for multiple script identification.

Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Localized forgery detection in hyperspectral document images.

Zhipei Luo, Faisal Shafait, Ajmal S. Mian

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR 2015 competition on Robust Reading.

Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman K. Ghosh, Andrew D. Bagdanov, Masakazu Iwamura, Jiri Matas, Lukás Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, Faisal Shafait, Seiichi Uchida, Ernest Valveny

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Document Image Binarization using LSTM: A Sequence Learning Approach.

Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition.

Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Shape-based automatic detection of a large number of 3D facial landmarks.

Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Bayesian sparse representation for hyperspectral image super resolution.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Analysis of the Logical Layout of Documents.

Andreas Dengel, Faisal Shafait

Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Contextual object category recognition for RGB-D scene labeling.

Haider Ali, Faisal Shafait, Eirini Giannakidou, Athena Vakali, Nadia Figueroa, Theodoros Varvadoukas, Nikolaos Mavridis

Robotics Auton. Syst., 2014

Efficient feature size reduction via predictive forward selection.

Matthias Reif, Faisal Shafait

Pattern Recognit., 2014

Automatic classifier selection for non-experts.

Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel

Pattern Anal. Appl., 2014

Multispectral Palmprint Encoding and Recognition.

Zohaib Khan, Faisal Shafait, Yiqun Hu, Ajmal S. Mian

CoRR, 2014

Dense 3D Face Correspondence.

Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian

CoRR, 2014

Gradient based efficient feature selection.

Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Stamp Verification for Automated Document Authentication.

Barbora Micenková, Joost van Beusekom, Faisal Shafait

Proceedings of the Computational Forensics, 2014

Comparison of Multidirectional Representations for Multispectral Palmprint Recognition.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Proceedings of the Computational Forensics, 2014

Lessons Learned from Automatic Forgery Detection in over 100, 000 Invoices.

Joost van Beusekom, Armin Stahl, Faisal Shafait

Proceedings of the Computational Forensics, 2014

SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution.

Naveed Akhtar, Faisal Shafait, Ajmal S. Mian

Proceedings of the Computer Vision - ECCV 2014, 2014

Printer Identification Using Supervised Learning for Document Forgery Detection.

Sarah Elkasrawi, Faisal Shafait

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Forgery Detection Based on Intrinsic Document Contents.

Amr Gamal Hamed Ahmed, Faisal Shafait

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013

Automatic authentication of color laser print-outs using machine identification codes.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Pattern Anal. Appl., 2013

Coupled snakelets for curled text-line segmentation from warped document images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Int. J. Document Anal. Recognit., 2013

Text-line examination for document forgery detection.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Int. J. Document Anal. Recognit., 2013

Predicting Classifier Combinations.

Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel

Proceedings of the ICPRAM 2013, 2013

Eye-tracker based part-image selection for image retrieval.

Christian Schulze, Robby Frister, Faisal Shafait

Proceedings of the IEEE International Conference on Image Processing, 2013

Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks.

Adnan Ul-Hasan, Saad Bin Ahmed, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Hyperspectral Imaging for Ink Mismatch Detection.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Automated Hyperspectral Document Image Analysis.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013

Can Signature Biometrics Address Both Identification and Verification Problems?

Salman H. Khan, Zeashan Khan, Faisal Shafait

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Robust Reading Competition.

Dimosthenis Karatzas, Faisal Shafait, Seiichi Uchida, Masakazu Iwamura, Lluis Gomez i Bigorda, Sergi Robles Mestre, Joan Mas, David Fernández Mota, Jon Almazán, Lluís-Pere de las Heras

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection.

Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Search Space Reduction for Holistic Ligature Recognition in Urdu Nastalique Script.

Akram El-Korashy, Faisal Shafait

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Generic Text-Line Extraction.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

High-Performance OCR for Printed English and Fraktur Using LSTM Networks.

Thomas M. Breuel, Adnan Ul-Hasan, Mayce Ibrahim Ali Al Azawi, Faisal Shafait

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Generic Method for Stamp Segmentation Using Part-Based Features.

Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Final Report of GREC'13 Arc and Line Segmentation Contest.

Syed Saqib Bukhari, Hasan S. M. Al-Khaffaf, Faisal Shafait, Mohd Azam Osman, Abdullah Zawawi Talib, Thomas M. Breuel

Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

A segmentation-free approach to Arabic and Urdu OCR.

Nazly Sabbour, Faisal Shafait

Proceedings of the Document Recognition and Retrieval XX, 2013

Biologically Significant Facial Landmarks: How Significant Are They for Gender Classification?

Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Hyperspectral Document Imaging: Challenges and Perspectives.

Zohaib Khan, Faisal Shafait, Ajmal S. Mian

Proceedings of the Camera-Based Document Analysis and Recognition, 2013

A Hierarchical Visual Saliency Model for Character Detection in Natural Scenes.

Renwu Gao, Faisal Shafait, Seiichi Uchida, Yaokai Feng

Proceedings of the Camera-Based Document Analysis and Recognition, 2013

Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter.

Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Mohammad Reza Yousefi, Faisal Shafait, Thomas M. Breuel

Proceedings of the Camera-Based Document Analysis and Recognition, 2013

2012

Meta-learning for evolutionary parameter optimization of classifiers.

Matthias Reif, Faisal Shafait, Andreas Dengel

Mach. Learn., 2012

Semi-automated OCR database generation for Nabataean scripts.

Adnan Ul-Hasan, Syed Saqib Bukhari, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust stereo correspondence for documents by matching connected components of text-lines with dynamic programming.

Martin Krämer, Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 21st International Conference on Pattern Recognition, 2012

On the performance of Decapod's digital font reconstruction.

Hasan S. M. Al-Khaffaf, Faisal Shafait, Michael Patrick Cutter, Thomas M. Breuel

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust stereo matching for document images using parameter selection of text-line extraction.

Muhammad Zeshan Afzal, Syed Saqib Bukhari, Martin Krämer, Faisal Shafait, Thomas M. Breuel

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Gaze guided object recognition using a head-mounted eye tracker.

Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel

Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

OCR-Free Table of Contents Detection in Urdu Books.

Adnan Ul-Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

How Salient is Scene Text?

Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Scanning Neural Network for Text Line Recognition.

Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Recognizing Words in Scenes with a Head-Mounted Eye-Tracker.

Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Masakazu Iwamura, Koichi Kise, Andreas Dengel

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Improvements to Uncalibrated Feature-Based Stereo Matching for Document Images by Using Text-Line Segmentation.

Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011

A Bayes-true data generator for evaluation of supervised and unsupervised learning methods.

Janick V. Frasch, Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel

Pattern Recognit. Lett., 2011

The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods.

Faisal Shafait, Thomas M. Breuel

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Prediction of Classifier Training Time Including Parameter Optimization.

Matthias Reif, Faisal Shafait, Andreas Dengel

Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images.

Asif Shahab, Faisal Shafait, Andreas Dengel

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Bayesian Approach to Photo Time-Stamp Recognition.

Asif Shahab, Faisal Shafait, Andreas Dengel

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

An Evaluation of HMM-Based Techniques for the Recognition of Screen Rendered Text.

Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

High Performance Layout Analysis of Arabic and Urdu Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Text-Line Extraction Using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Distortion Measurement for Automatic Document Verification.

Joost van Beusekom, Faisal Shafait

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Font group identification using reconstructed fonts.

Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Document Recognition and Retrieval XVIII, 2011

Improved document image segmentation algorithm using multiresolution morphology.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Document Recognition and Retrieval XVIII, 2011

Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives.

Faisal Shafait, Michael Patrick Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas M. Breuel

Proceedings of the Camera-Based Document Analysis and Recognition, 2011

The IUPR Dataset of Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Camera-Based Document Analysis and Recognition, 2011

An Image Based Performance Evaluation Method for Page Dewarping Algorithms Using SIFT Features.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Camera-Based Document Analysis and Recognition, 2011

Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Camera-Based Document Analysis and Recognition, 2011

2010

Combined orientation and skew detection using geometric text-line modeling.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Int. J. Document Anal. Recognit., 2010

Text versus non-text distinction in online handwritten documents.

Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas M. Breuel

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Discriminative learning for script recognition.

Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the International Conference on Image Processing, 2010

Performance evaluation of curled textline segmentation algorithms on CBDAR 2007 dewarping contest dataset.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the International Conference on Image Processing, 2010

Visual recognition of permuted words.

Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel

Proceedings of the Human Vision and Electronic Imaging XV, 2010

Unsupervised font reconstruction based on token co-occurrence.

Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

An open approach towards the benchmarking of table structure recognition systems.

Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Table detection in heterogeneous documents.

Faisal Shafait, Ray Smith

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Document image segmentation using discriminative learning over connected components.

Syed Saqib Bukhari, Mayce Ibrahim Ali Al Azawi, Faisal Shafait, Thomas M. Breuel

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Document inspection using text-line alignment.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009

Response to "Projection Methods Require Black Border Removal".

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

J. Univers. Comput. Sci., 2009

OCR Based Thresholding.

Yves Rangoni, Faisal Shafait, Thomas M. Breuel

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Automatic Line Orientation Measurement for Questioned Document Examination.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Computational Forensics, Third International Workshop, 2009

Recognition Driven Page Orientation Detection.

Yves Rangoni, Faisal Shafait, Joost van Beusekom, Thomas M. Breuel

Proceedings of the International Conference on Image Processing, 2009

Textline information extraction from grayscale camera-captured document images.

Syed Saqib Bukhari, Thomas M. Breuel, Faisal Shafait

Proceedings of the International Conference on Image Processing, 2009

Script-Independent Handwritten Textlines Segmentation Using Active Contours.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Resolution Independent Skew and Orientation Detection for document images.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Document Recognition and Retrieval XVI, 2009

Ridges Based Curled Textline Region Detection from Grayscale Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008

Geometric layout analysis of scanned documents.

Faisal Shafait

PhD thesis, 2008

Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms.

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Document cleanup using page frame detection.

Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel

Int. J. Document Anal. Recognit., 2008

Document Signature Using Intrinsic Features for Counterfeit Detection.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Computational Forensics, Second International Workshop, 2008

Background variability modeling for statistical layout analysis.

Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Efficient implementation of local adaptive thresholding techniques using integral images.

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

Proceedings of the Document Recognition and Retrieval XV, 2008

Structural Mixtures for Statistical Layout Analysis.

Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Segmentation of Curled Textlines Using Active Contours.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Automated OCR Ground Truth Generation.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007

Document image zone classification - a simple high-performance approach.

Daniel Keysers, Faisal Shafait, Thomas M. Breuel

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Page Frame Detection for Marginal Noise Removal from Scanned Documents.

Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Example-Based Logical Labeling of Document Title Page Images.

Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms.

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Image-Matching for Revision Detection in Printed Historical Documents.

Joost van Beusekom, Faisal Shafait, Thomas M. Breuel

Proceedings of the Pattern Recognition, 2007

2006

Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images.

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Real Time Lip Motion Analysis for a Person Authentication System using Near Infrared Illumination.

Faisal Shafait, Ralph Kricke, Islam Shdaifat, Rolf-Rainer Grigat

Proceedings of the International Conference on Image Processing, 2006

Distance Measures for Layout-Based Document Image Retrieval.

Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Performance Comparison of Six Algorithms for Page Segmentation.

Faisal Shafait, Daniel Keysers, Thomas M. Breuel

Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2004

Real time two-step inspection system for assembled valve key in automobile cylinder heads.

Faisal Shafait, Muhammad Saleem Pervez, Arish Asif Qazi, J. Wollnack, Thomas Trittin

Proceedings of the Third International Conference on Image and Graphics, 2004