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2020 – today
- 2024
[c142]Arooba Maqsood, Adnan Ul-Hasan, Faisal Shafait:
Transformer-Based Architecture for Judgment Prediction and Explanation in Legal Proceedings. DAS 2024: 20-36- [c141]Marcel Lamott, Yves-Noel Weweler, Adrian Ulges, Faisal Shafait, Dirk Krechel
, Darko Obradovic:
LAPDoc: Layout-Aware Prompting for Documents. ICDAR (4) 2024: 142-159 - [c140]Maham Jahangir, Azka Basit, Muhammad Shahzad Younis, Faisal Shafait:
PCA-Based Adversarial Attacks on Signature Verification Systems. ICDAR (2) 2024: 364-379 - [i17]Marcel Lamott, Yves-Noel Weweler, Adrian Ulges, Faisal Shafait, Dirk Krechel, Darko Obradovic:
LAPDoc: Layout-Aware Prompting for Documents. CoRR abs/2402.09841 (2024) - 2023
- [j42]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): 6942 (2023) - [c139]Arooba Maqsood, Nauman Riaz, Adnan Ul-Hasan, Faisal Shafait:
A Unified Architecture for Urdu Printed and Handwritten Text Recognition. ICDAR (4) 2023: 116-130 - [c138]Maham Jahangir, Muhammad Imran Malik, Faisal Shafait:
Adversarial Attacks on Convolutional Siamese Signature Verification Networks. ICDAR (4) 2023: 350-365 - [c137]Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait:
PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents. ICDAR (5) 2023: 420-437 - [c136]Zeeshan Memon, Adnan Ul-Hasan, Faisal Shafait:
Content-Aware Urdu Handwriting Generation. ICDAR (4) 2023: 428-444 - [c135]Noman Tanveer, Adnan Ul-Hasan, Faisal Shafait:
Diffusion Models for Document Image Generation. ICDAR (3) 2023: 438-453 - [d1]Muhammad Uzair, Zohaib Khan, Arif Mahmood, Faisal Shafait, Ajmal Mian:
UWA Hyperspectral Face Database. IEEE DataPort, 2023
- 2022
- [j41]Maham Jahangir, Faisal Shafait:
Adversarial Attack Using Sparse Representation of Feature Maps. IEEE Access 10: 120724-120734 (2022) - [j40]Utkarsh Porwal, Alicia Fornés, Faisal Shafait:
Advances in handwriting recognition. Int. J. Document Anal. Recognit. 25(4): 241-243 (2022) - [j39]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): 373-384 (2022) - [j38]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): 1635-1648 (2022) - [c134]Muhammad Atif Butt, Adnan Ul-Hasan, Faisal Shafait:
TraffSign: Multilingual Traffic Signboard Text Detection and Recognition for Urdu and English. DAS 2022: 741-755 - [c133]Marium Sharif, Adnan Ul-Hasan, Faisal Shafait:
Urdu Handwritten Ligature Generation Using Generative Adversarial Networks (GANs). ICFHR 2022: 421-435 - [e4]Utkarsh Porwal, Alicia Fornés, Faisal Shafait:
Frontiers in Handwriting Recognition - 18th International Conference, ICFHR 2022, Hyderabad, India, December 4-7, 2022, Proceedings. Lecture Notes in Computer Science 13639, Springer 2022, ISBN 978-3-031-21647-3 [contents] - 2021
- [j37]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: 96221-96232 (2021) - [j36]Zoya, Seemab Latif, Faisal Shafait, Rabia Latif:
Analyzing LDA and NMF Topic Models for Urdu Tweets via Automatic Labeling. IEEE Access 9: 127531-127547 (2021) - [j35]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: 102568 (2021) - [j34]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: 114588 (2021) - [j33]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: 115057 (2021) - [c132]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: 1-8 - [c131]Muhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait:
Incremental Learning of Object Detector with Limited Training Data. DICTA 2021: 1-8 - [c130]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: 1-8 - [c129]Abdul Rehman, Adnan Ul-Hasan, Faisal Shafait:
High Performance Urdu and Arabic Video Text Recognition Using Convolutional Recurrent Neural Networks. ICDAR Workshops (1) 2021: 336-352 - [c128]Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan Ul-Hasan, Faisal Shafait:
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition. ICDAR (2) 2021: 585-601 - [i16]Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan Ul-Hassan, Faisal Shafait:
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition. CoRR abs/2104.14237 (2021) - 2020
- [j32]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: 101088 (2020) - [j31]Salah Ud Din, Naveed Akhtar, Shahzad Younis, Faisal Shafait, Atif Mansoor, Muhammad Shafique:
Steganographic universal adversarial perturbations. Pattern Recognit. Lett. 135: 146-152 (2020) - [c127]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: 326-332 - [c126]Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait:
Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks. DAS 2020: 398-409 - [c125]Imran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait:
An Agent-Based Simulation of the Spread of Dengue Fever. ICCS (3) 2020: 103-117 - [i15]Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait:
Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks. CoRR abs/2001.02501 (2020) - [i14]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 abs/2005.14284 (2020) - [i13]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 abs/2011.14137 (2020)
2010 – 2019
- 2019
- [j30]Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal Mian:
Viewpoint invariant semantic object and scene categorization with RGB-D sensors. Auton. Robots 43(4): 1005-1022 (2019) - [j29]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: 44-51 (2019) - [j28]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): 136:1-136:16 (2019) - [j27]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): 153:1 (2019) - [j26]Zohaib Khan, Faisal Shafait, Ajmal Mian:
Converting a Common Low-Cost Document Scanner into a Multispectral Scanner. Sensors 19(14): 3199 (2019) - [c124]Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait:
An Open-World Extension to Knowledge Graph Completion Models. AAAI 2019: 3044-3051 - [c123]Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait:
Runway Detection and Localization in Aerial Images using Deep Learning. DICTA 2019: 1-8 - [c122]Ammad Ul Islam, Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait:
Hyperspectral Image Analysis for Writer Identification using Deep Learning. DICTA 2019: 1-7 - [c121]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: 1-6 - [c120]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: 1-7 - [c119]Annus Zulfiqar, Adnan Ul-Hasan, Faisal Shafait:
Logical Layout Analysis using Deep Learning. DICTA 2019: 1-5 - [c118]Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait:
Do Cross Modal Systems Leverage Semantic Relationships? ICCV Workshops 2019: 4501-4510 - [c117]Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait:
Rethinking Table Recognition using Graph Neural Networks. ICDAR 2019: 142-147 - [c116]Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait:
A Spatio-Spectral Hybrid Convolutional Architecture for Hyperspectral Document Authentication. ICDAR 2019: 1097-1102 - [c115]Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait:
Table Structure Extraction with Bi-Directional Gated Recurrent Unit Networks. ICDAR 2019: 1366-1371 - [c114]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: 162-176 - [c113]Faiza Rehman, Hira Masood, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait:
An Intelligent Context Aware Recommender System for Real-Estate. MedPRAI 2019: 177-191 - [i12]Zohaib Khan, Faisal Shafait, Ajmal Mian:
Converting a Common Document Scanner to a Multispectral Scanner. CoRR abs/1904.12603 (2019) - [i11]Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait:
Rethinking Table Parsing using Graph Neural Networks. CoRR abs/1905.13391 (2019) - [i10]Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait:
An Open-World Extension to Knowledge Graph Completion Models. CoRR abs/1906.08382 (2019) - [i9]Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait:
Do Cross Modal Systems Leverage Semantic Relationships? CoRR abs/1909.01976 (2019) - 2018
- [j25]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): 1211-1223 (2018) - [j24]Syed Zulqarnain Gilani, Ajmal S. Mian, Faisal Shafait, Ian Reid:
Dense 3D Face Correspondence. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1584-1598 (2018) - [j23]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): 3872 (2018) - [c112]Khurram Javed, Faisal Shafait:
Revisiting Distillation and Incremental Classifier Learning. ACCV (6) 2018: 3-17 - [c111]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: 211-216 - [c110]Muhammad Jaleed Khan, Adeel Yousaf, Khurram Khurshid, Asad Abbas, Faisal Shafait:
Automated Forgery Detection in Multispectral Document Images Using Fuzzy Clustering. DAS 2018: 393-398 - [c109]Nosheen Abid, Adnan Ul-Hasan, Faisal Shafait:
DeepParse: A Trainable Postal Address Parser. DICTA 2018: 1-8 - [c108]Saman Arif, Faisal Shafait:
Table Detection in Document Images using Foreground and Background Features. DICTA 2018: 1-8 - [c107]Farrukh Kamran, Muhammad Shahzad, Faisal Shafait:
Automated Military Vehicle Detection from Low-Altitude Aerial Images. DICTA 2018: 1-8 - [c106]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: 417-426 - [i8]Haseeb Shah, Khurram Javed, Faisal Shafait:
Distillation Techniques for Pseudo-rehearsal Based Incremental Learning. CoRR abs/1807.02799 (2018) - [i7]Khurram Javed, Faisal Shafait:
Revisiting Distillation and Incremental Classifier Learning. CoRR abs/1807.02802 (2018) - 2017
- [j22]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: 80-87 (2017) - [j21]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Efficient classification with sparsity augmented collaborative representation. Pattern Recognit. 65: 136-145 (2017) - [j20]Hasan Firdaus 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: 41-52 (2017) - [c105]Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian:
Modeling Sub-Event Dynamics in First-Person Action Recognition. CVPR 2017: 1619-1628 - [c104]Aman Irshad, Anam Ahmad Khan, Ibrar Yunus, Faisal Shafait:
Real-Time Lane Departure Warning System on a Lower Resource Platform. DICTA 2017: 1-8 - [c103]Tayyaba Naz, Anam Ahmad Khan, Faisal Shafait:
Ubiquitous Document Capturing with Deep Learning. DICTA 2017: 1-8 - [c102]Khurram Javed, Faisal Shafait:
Real-Time Document Localization in Natural Images by Recursive Application of a CNN. ICDAR 2017: 105-110 - [c101]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: 131-136 - [c100]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: 248-253 - [c99]Azka Gilani, Shah Rukh Qasim, Muhammad Imran Malik, Faisal Shafait:
Table Detection Using Deep Learning. ICDAR 2017: 771-776 - [c98]Asad Abbas, Khurram Khurshid, Faisal Shafait:
Towards Automated Ink Mismatch Detection in Hyperspectral Document Images. ICDAR 2017: 1229-1236 - 2016
- [j19]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Discriminative Bayesian Dictionary Learning for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38(12): 2374-2388 (2016) - [c97]Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel:
High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS 2016: 7-12 - [c96]Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian:
Modeling 2D Appearance Evolution for 3D Object Categorization. DICTA 2016: 1-8 - [c95]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution. ECCV (3) 2016: 103-120 - [c94]Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik:
Automatic Signature Segmentation Using Hyper-Spectral Imaging. ICFHR 2016: 19-24 - [c93]Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian:
Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition. ICRA 2016: 1685-1692 - [i6]Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel:
Efficient Estimation of k for the Nearest Neighbors Class of Methods. CoRR abs/1606.02617 (2016) - 2015
- [j18]Faisal Shafait, Dimosthenis Karatzas, Seiichi Uchida, Masakazu Iwamura:
Preface. Int. J. Document Anal. Recognit. 18(2): 109-110 (2015) - [j17]Zohaib Khan, Faisal Shafait, Ajmal S. Mian:
Automatic ink mismatch detection for forensic document analysis. Pattern Recognit. 48(11): 3615-3626 (2015) - [j16]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 53(4): 2157-2174 (2015) - [j15]Zohaib Khan, Faisal Shafait, Ajmal S. Mian:
Joint Group Sparse PCA for Compressed Hyperspectral Imaging. IEEE Trans. Image Process. 24(12): 4934-4942 (2015) - [c92]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Bayesian sparse representation for hyperspectral image super resolution. CVPR 2015: 3631-3640 - [c91]Syed Zulqarnain Gilani, Faisal Shafait, Ajmal S. Mian:
Shape-based automatic detection of a large number of 3D facial landmarks. CVPR 2015: 4639-4648 - [c90]Hasan Firdaus M. Zaki, Faisal Shafait, Ajmal S. Mian:
Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition. DICTA 2015: 1-8 - [c89]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: 79-84 - [c88]Zhipei Luo, Faisal Shafait, Ajmal S. Mian:
Localized forgery detection in hyperspectral document images. ICDAR 2015: 496-500 - [c87]Adnan Ul-Hasan, Faisal Shafait, Marcus Liwicki:
Curriculum learning for printed text line recognition of ligature-based scripts. ICDAR 2015: 1001-1005 - [c86]Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel:
A sequence learning approach for multiple script identification. ICDAR 2015: 1046-1050 - [c85]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:
ICDAR 2015 competition on Robust Reading. ICDAR 2015: 1156-1160 - [e3]Utpal Garain, Faisal Shafait:
Computational Forensics - 5th International Workshop, IWCF 2012, Tsukuba, Japan, November 11, 2012 and 6th International Workshop, IWCF 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8915, Springer 2015, ISBN 978-3-319-20124-5 [contents] - [i5]Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian:
Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification. CoRR abs/1503.02445 (2015) - [i4]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Discriminative Bayesian Dictionary Learning for Classification. CoRR abs/1503.07989 (2015) - [i3]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification. CoRR abs/1511.08956 (2015) - 2014
- [j14]Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel:
Automatic classifier selection for non-experts. Pattern Anal. Appl. 17(1): 83-96 (2014) - [j13]Matthias Reif, Faisal Shafait:
Efficient feature size reduction via predictive forward selection. Pattern Recognit. 47(4): 1664-1673 (2014) - [j12]Haider Ali, Faisal Shafait, Eirini Giannakidou, Athena Vakali, Nadia Figueroa, Theodoros Varvadoukas, Nikolaos Mavridis:
Contextual object category recognition for RGB-D scene labeling. Robotics Auton. Syst. 62(2): 241-256 (2014) - [c84]Sarah Elkasrawi, Faisal Shafait:
Printer Identification Using Supervised Learning for Document Forgery Detection. Document Analysis Systems 2014: 146-150 - [c83]Amr Gamal Hamed Ahmed, Faisal Shafait:
Forgery Detection Based on Intrinsic Document Contents. Document Analysis Systems 2014: 252-256 - [c82]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution. ECCV (7) 2014: 63-78 - [c81]Zohaib Khan, Faisal Shafait, Ajmal S. Mian:
Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images. ICIP 2014: 664-668 - [c80]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing. ICPR 2014: 3726-3731 - [c79]