Sparse Representations Optimization with Coupled Bayesian Dictionary and Dictionary Classifier for Efficient Classification
January 29, 2024
Muhammad Riaz-ud-din, Salman Abdul Ghafoor, Faisal Shafait,
Applied Sciences - Volume 14, Issue 1, Article Number 306
Dictionary based Bayesian Classifier Learning
September 17, 2023
Muhammad Riaz-ud-din, Faisal Shafait,
Journal of Computing and Biomedical Informatics - Volume 5, Issue 02, Pages 136-149
The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop
August 04, 2023
Hirra Anwar, Saad Ullah Khan, Muhammad Mohsin Ghaffar, Muhammad Fayyaz, Muhammad Jawad Khan, Christian Weis, Norbert Wehn, Faisal Shafait,
Sensors - Volume 23, Issue 15, Article Number 6942
Sparse adversarial image generation using dictionary learning
June 01, 2023
Maham Jahangir, Faisal Shafait,
Journal of Electronic Imaging - Volume 32, Issue 3, Article Number 033006
Conv-transformer architecture for unconstrained off-line Urdu handwriting recognition
December 01, 2022
Nauman Riaz, Haziq Arbab, Arooba Maqsood, Khuzaeymah Nasir, Adnan Ul-Hasan, Faisal Shafait,
International Journal on Document Analysis and Recognition - Volume 25, Issue 4, Pages 373-384
Adversarial Attack using Sparse Representation of Feature Maps
November 16, 2022
Maham Jahangir, Faisal Shafait,
IEEE Access - Volume 10, Pages 120724-120734
A Multi–Step Approach for Optically Active and Inactive Water Quality Parameter Estimation Using Deep Learning and Remote Sensing
July 01, 2022
Mehreen Ahmed, Rafia Mumtaz, Zahid Anwar, Arsalan Shaukat, Omar Arif, Faisal Shafait,
Water - Volume 14, Issue 13, Article Number 2112
Bacterial Prediction using Internet of Things (IoT) and Machine Learning
January 28, 2022
Hamza Khurshid, Rafia Mumtaz, Noor Alvi, Ayesha Haque, Sadaf Mumtaz, Faisal Shafait, Sheraz Ahmad, Muhammad Imran Malik, Andreas Dengel,
Environmental Monitoring and Assessment - Volume 194, Article Number 133
The NMT Scalp EEG Dataset: An Open-Source Annotated Dataset of Healthy and Pathological EEG Recordings for Predictive Modeling
January 05, 2022
Hassan Aqeel Khan, Rahat Ul Ain, Awais Mehmood Kamboh, Hammad Tanveer Butt, Saima Shafait, Wasim Alamgir, Didier Stricker, Faisal Shafait,
Frontiers in Neuroscience - Volume 15, Article Number 755817
A convolutional recursive deep architecture for unconstrained Urdu handwriting recognition
January 01, 2022
Noor ul Sehr Zia, Muhammad Ferjad Naeem, Syed Muhammad Kumail Raza, Muhammad Mubasher Khan, Adnan Ul-Hasan, Faisal Shafait,
Neural Computing and Applications - Volume 34, Pages1635-1648
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
December 25, 2021
Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait,
International Journal of Applied Earth Observation and Geoinformation - Volume 105, Article Number 102568
Multi-view gait recognition system using spatio-temporal features and deep learning
October 01, 2021
Saba Gul, Muhammad Imran Malik, Gul Muhammad Khan, Faisal Shafait,
Expert Systems with Applications - Volume 179, Article Number 115057
Analyzing LDA and NMF Topic Models for Urdu Tweets via Automatic Labeling
September 21, 2021
Zoya, Seemab Latif , Faisal Shafait, Rabia Latif,
IEEE Access - Volume 9, Pages 127531-127547
A Novel Technique for Short-Term Load Forecasting Using Sequential Models and Feature Engineering
July 13, 2021
Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Adnan Ul-Hasan, Faisal Shafait, Syed Muhammad Raza Kazmi,
IEEE Access - Volume 9, Pages 96221-96232
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph)
June 15, 2021
Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz,
Expert Systems with Applications - Volume 172, Article Number 114588
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery
May 31, 2021
Annus Zulfiqar, Muhammad M. Ghaffar, Muhammad Shahzad, Christian Weis, Muhammad Imran Malik, Faisal Shafait, Norbert Wehn,
Journal of Applied Remote Sensing - Volume 15(2), Article Number 024518
Surface water pollution monitoring using the Internet of Things (IoT) and machine learning
December 01, 2020
Hamza Khurshid, Rafia Mumtaz, Noor Alvi, Faisal Shafait, Sheraz Ahmed, Muhammad Imran Malik, Andreas Dengel, Quanita Kiran,
Book on AI for Emerging Verticals Human-Robot Computing, Sensing and Networking - Chapter 17, Pages 337-351
Fi-fo detector: Figure and formula detection using deformable networks
September 16, 2020
Junaid Younas, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed,
Applied Sciences - Volume 10(18), Article Number 6460
Steganographic universal adversarial perturbations
July 01, 2020
Salah ud Din, Naveed Akhtar , Muhammad Shahzad Younis, Faisal Shafait , Atif Mansoor, Muhammad Shafique,
Pattern Recognition Letters - Volume 135, Pages 146-152
Fish detection and species classification in underwater environments using deep learning with temporal information
May 15, 2020
Ahsan Jalal, Ahmad Salman, Ajmal Mian, Mark Shortis, Faisal Shafait,
Ecological Informatics - Volume 57, Article Number 101088
Converting a Common Low-Cost Document Scanner into a Multispectral Scanner
July 20, 2019
Zohaib Khan, Zohaib Khan, Faisal Shafait, Ajmal Mian, Ajmal Mian,
Sensors - Volume 19, Issue 14, Article Number 3199
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
June 17, 2019
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, sheraz Ahmed,
BMC Medical Informatics and Decision Making - Volume 19, Article Number 136
Real-time fish detection in complex backgrounds using probabilistic background modelling
May 01, 2019
Ahmad Salman, Salman Maqbool, Abdul Hannan Khan, Ahsan Jalal, Faisal Shafait,
Ecological Informatics - Volume 51, Pages 44-51
Viewpoint invariant semantic object and scene categorization with RGB-D sensors
April 04, 2019
Hasan F. M. Zaki, Faisal Shafait, Ajmal Mian,
Autonomous Robots - Volume 43, Issue 4, Pages 1005-1022
Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system
February 05, 2019
Ahmad Salman, Shoaib Ahmad Siddiqui, Faisal Shafait, Ajmal Mian, Mark R. Shortis, Khawar Khurshid, Adrian Ulges, Ulrich Schwanecke,
ICES Journal of Marine Science - Volume 76, Issue 4
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor
November 10, 2018
Muhammad Jameel Nawaz Malik , Ahmed Elhayek, Sheraz Ahmed , Faisal Shafait , Muhammad Imran Malik, Didier Stricker,
Sensors - Volume: 18, Issue: 11, Article Number: 3872
Representation learning with deep extreme learning machines for efficient image set classification
August 18, 2018
Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal Mian,
Neural Computing and Applications - 30, pages 1211–1223(2018)
Dense 3D Face Correspondence
July 05, 2018
Syed Zulqarnain Gilani, Ajmal Mian, Faisal Shafait, Ian Reid,
IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume: 40, Issue: 7, Pages: 1584-1598
Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data
February 28, 2018
Shoaib Ahmed Siddiqui, Ahmad Salman, Muhammad Imran Malik, Faisal Shafait, Ajmal Mian, Mark Shorits, Euan Harvey,
ICES Journal of Marine Science - NULL
Towards automating underwater measurement of fish length: a comparison of semi-automatic and manual stereo– video measurements
August 01, 2017
Faisal Shafait, Euan S. Harvey, Mark R. Shortis, Ajmal Mian, Mehdi Ravanbakhsh, James W. Seager, Philip F. Culverhouse, Danelle E. Cline, Duane R. Edgington,
ICES Journal of Marine Science - Volume 74, Issue 6, Pages 1690-1701
Urdu Nastaliq recognition using convolutional-recursive deep learning
June 21, 2017
Saeeda Naz, Arif I. Umar, Riaz Ahmad, Imran Siddiqi , Saad B Ahmed, Muhammad I. Razzak, Faisal Shafait,
Neurocomputing - Volume: 243, Pages: 80-87
Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition
June 01, 2017
Hasan F.M. Zaki, Faisal Shafait, Ajmal Mian,
Robotics and Autonomous Systems - Volume: 92, Pages: 41-52
Efficient classification with sparsity augmented collaborative representation
May 03, 2017
Naveed Akhtar, Faisal Shafait, Ajmal Mian,
Pattern Recognition - Volume: 65, Pages: 136-145
Discriminative Bayesian Dictionary Learning for Classification
December 01, 2016
Naveed Akhtar, Faisal Shafait, Ajmal Mian,
IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume 38, Issue 12, Article number 7404063
Urdu Nasta’liq text recognition using implicit segmentation based on multi‑dimensional long short term memory neural networks
November 25, 2016
Saeeda Naz, Arif Iqbal Umar, Riaz Ahmed, Muhammad Imran Razzak, Sheikh Faisal Rashid, Faisal Shafait,
SpringerPlus - Volume 5, Article Number 2010
Fish identification from videos captured in uncontrolled underwater environments
November 01, 2016
Faisal shafait, Ajmal Mian , Mark Shortis, Bernard Ghanem, Phil F. Culverhouse, Duane Edgington, Danelle Cline, Mehdi Ravanbakhsh, James Seager, Euan S. Harvey,
ICES Journal of Marine Science - Volume 73, Issue 10, Pages 2737-2746
Fish species classification in unconstrained underwater environments based on deep learning
May 31, 2016
Ahmad Salman, Ahsan Jalal, Faisal Shafait, Ajmal Mian, Mark Shortis, James Seager, Euan Harvey,
Limnology and Oceanography: Methods - NULL
Progress in the Automated Identification, Measurement, and Counting of Fish in Underwater Image Sequences
February 01, 2016
Mark R. Shortis, Mehdi Ravanbakhsh, Faisal Shafait, Ajmal Mian,
Marine Technology Society Journal - Volume 50, Issue 1, Pages 4-16
Joint Group Sparse PCA for Compressed Hyperspectral Imaging
December 01, 2015
Zohaib Khan, Faisal Shafait, Ajmal Mian,
IEEE Transactions on Image Processing - Volume: 24, Issue: 12, Pages: 4934-4942
Automatic Ink Mismatch Detection For Forensic Document Analysis
November 02, 2015
Zohaib Khan, Faisal Shafait, Ajmal Mian,
Pattern Recognition - Volume 48 , No. 11, Papges 3615-3626
Prenatal testosterone exposure is related to sexually dimorphic facial morphology in adulthood
October 07, 2015
Andrew J. O. Whitehouse, Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian, Diana Weiting Tan, Murray T. Maybery, Jeffrey A. Keelan, Roger Hart, David J. Handelsman, Mithran Goonawardene, Peter Eastwood,
Proceedings of the Royal Society B-Biological Sciences - Volume:282, Issue:1816, Article Number: 20151351
Is Spectral Reflectance Of The Face A Reliable Biometric ?
June 15, 2015
Muhammad Uzair, Arif Mahmood, Faisal Shafait, Christian Nansen, Ajmal Mian,
Optics express - Volume 23, Issue 12, Pages 15088-16499
Special Issue: Robust Reading Preface
June 01, 2015
Faisal Shafait, Dimosthenis Karatzas, Seiichi Uchida, Masakazu Iwamura,
International Journal on Document Analysis and Recognition - Volume 18, Issue 2, Pages 109-110, Special Issue SI
Sexually Dimorphic Facial Features Vary According To Level Of Autistic-Like Traits In The General Population
April 15, 2015
Syed Zulqarnain Gilani, Diana Weiting Tan, Suzanna N Russell-Smith, Murray T Maybery, Ajmal Mian, Peter R Eastwood, Faisal Shafait, Mithran Goonewardene, Andrew JO Whitehouse,
Journal of Neurodevelopmental Disorders - Vol. 7 , No. 1, Article Number 14
Futuristic Greedy Approach To Sparse Unmixing Of Hyperspectral Data
April 01, 2015
Naveed Akhtar, Faisal Shafait, Ajmal Mian,
IEEE Transactions on Geoscience and Remote Sensing - Volume 53, No. 4, Pages 2157-2174
Automated Fish Detection In Underwater Images Using Shape-Based Level Sets
March 13, 2015
Mehdi Ravanbakhsh, Mark R. Shortis, Faisal Shafait, Ajmal Mian, Euan S. Harvey, James W. Seager,
Photogrammetric Record - Volume 30(149), Pages 46-62
Visual Saliency Models For Text Detection In Real World
December 10, 2014
Renwu Gao, Seiichi Uchida, Asif Shahab, Faisal Shafait, Volkmar Frinken,
PLoS ONE - Volume 9, Number 12, Article Number e114539
Geometric Facial Gender Scoring: Objectivity of Perception
June 12, 2014
Syed Zulqarnain Gilani, Kathleen Rooney, Faisal Shafait, Mark Walters,
PLoS ONE - Volume 9(6), Article Number e99483
Efficient feature size reduction via predictive forward selection
April 01, 2014
Matthias Reif, Faisal Shafait,
Pattern Recognition - Volume: 47, Issue: 4, Pages: 1664-1673
Contextual object category recognition for RGB-D scene labeling
February 01, 2014
Haider Ali, Faisal Shafait, Eirini Giannakidou, Athena Vakali , Nadia Figueroa, Theodoros Varvadoukas, Nikolaos Mavridis,
Robotics and Autonomous Systems - Volume: 62, Issue: 2, Pages: 241-256
Automatic Classifier Selection for Non-Experts
February 01, 2014
Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel,
Pattern Analysis and Applications - Volume: 17, Issue: 1, Pages: 83-96
Automatic Authentication of Color Laser Print-Outs Using Machine Identification Codes
November 01, 2013
Joost van Beusekom, Faisal Shafait, Thomas M. Breuel,
Pattern Analysis and Applications - Volume 16, Issue 4, Pages 663-678
Text-line examination for document forgery detection
June 01, 2013
Faisal Shafait, Joost van Beusekom, Thomas M. Breuel,
International Journal on Document Analysis and Recognition - Volume: 16, Issue: 2, Pages: 189-207
Coupled snakelets for curled text-line segmentation from warped document images
March 01, 2013
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel,
International Journal on Document Analysis and Recognition - Volume: 16, Issue: 1, Pages: 33-53
Meta-learning for evolutionary parameter optimization of classifiers
June 01, 2012
Matthias Reif, Faisal Shafait, Andreas Dengel,
Machine Learning - Volume: 87, Issue: 3, Pages: 357-380
A Bayes-True Data Generator for Evaluation of Supervised and Unsupervised Learning Methods
August 01, 2011
Janick V. Frasch, Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel,
Pattern Recognition Letters - Volume: 32, Issue: 11, Pages: 1523-1531
The Effect of Border Noise on the Performance of Projection Based Page Segmentation Methods
April 01, 2011
Faisal Shafait, Thomas M. Breuel,
IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume: 33, Issue: 4, Pages: 846-851
Combined Orientation And Skew Detection Using Geometric Text-Line Modeling
January 16, 2010
Joost van Beusekom, Faisal Shafait, Thomas M. Breuel,
International Journal on Document Analysis and Recognition - Volume 13, Pages 79–92
Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images
November 28, 2009
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel,
Journal of Universal Computer Science - Volume: 15, Issue: 18, Pages: 3343-3363
Response to Projection Methods Require Black Border Removal
April 01, 2009
Faisal Shafait, Daniel Keysers, Thomas M. Breuel,
IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume: 31, Issue: 4, Pages: 763-764
Document cleanup using page frame detection
November 01, 2008
Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel,
International Journal of Document Analysis and Recognition - Volume: 11, Issue: 2, Pages: 81-96
Performance Evaluation and Benchmarking of Six Page Segmentation Algorithms
June 01, 2008
Faisal Shafait, Daniel Keysers, Thomas M. Breuel,
IEEE Transactions on Pattern Analysis and Machine Intelligence - Volume: 30, Issue: 6, Pages: 941-954