Faisal Shafait

According to our database1, Faisal Shafait authored at least 145 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Converting a Common Low-Cost Document Scanner into a Multispectral Scanner.
Sensors, 2019

Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Med. Inf. & Decision Making, 2019

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Med. Inf. & Decision Making, 2019

Real-time fish detection in complex backgrounds using probabilistic background modelling.
Ecological Informatics, 2019

Viewpoint invariant semantic object and scene categorization with RGB-D sensors.
Auton. Robots, 2019

An Open-World Extension to Knowledge Graph Completion Models.
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.
Sensors, 2018

Dense 3D Face Correspondence.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Representation learning with deep extreme learning machines for efficient image set classification.
Neural Computing and Applications, 2018

What Am I Writing: Classification of On-Line Handwritten Sequences.
Proceedings of the Intelligent Environments 2018, 2018

Automated Military Vehicle Detection from Low-Altitude Aerial Images.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Table Detection in Document Images using Foreground and Background Features.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

DeepParse: A Trainable Postal Address Parser.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

A Multi-faceted OCR Framework for Artificial Urdu News Ticker Text Recognition.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Automated Forgery Detection in Multispectral Document Images Using Fuzzy Clustering.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Revisiting Distillation and Incremental Classifier Learning.
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.
Robotics and Autonomous Systems, 2017

Efficient classification with sparsity augmented collaborative representation.
Pattern Recognition, 2017

Urdu Nastaliq recognition using convolutional-recursive deep learning.
Neurocomputing, 2017

D-StaR: A Generic Method for Stamp Segmentation from Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Impact of Ligature Coverage on Training Practical Urdu OCR Systems.
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.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Table Detection Using Deep Learning.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Towards Automated Ink Mismatch Detection in Hyperspectral Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Ubiquitous Document Capturing with Deep Learning.
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.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Modeling Sub-Event Dynamics in First-Person Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Discriminative Bayesian Dictionary Learning for Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Automatic Signature Segmentation Using Hyper-Spectral Imaging.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution.
Proceedings of the Computer Vision - ECCV 2016, 2016

Modeling 2D Appearance Evolution for 3D Object Categorization.
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.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Joint Group Sparse PCA for Compressed Hyperspectral Imaging.
IEEE Trans. Image Processing, 2015

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data.
IEEE Trans. Geoscience and Remote Sensing, 2015

Automatic ink mismatch detection for forensic document analysis.
Pattern Recognition, 2015

Preface.
IJDAR, 2015

Curriculum learning for printed text line recognition of ligature-based scripts.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A sequence learning approach for multiple script identification.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Localized forgery detection in hyperspectral document images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR 2015 competition on Robust Reading.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Document Image Binarization using LSTM: A Sequence Learning Approach.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Bayesian sparse representation for hyperspectral image super resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Analysis of the Logical Layout of Documents.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Contextual object category recognition for RGB-D scene labeling.
Robotics and Autonomous Systems, 2014

Efficient feature size reduction via predictive forward selection.
Pattern Recognition, 2014

Automatic classifier selection for non-experts.
Pattern Anal. Appl., 2014

Gradient based efficient feature selection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Stamp Verification for Automated Document Authentication.
Proceedings of the Computational Forensics, 2014

Comparison of Multidirectional Representations for Multispectral Palmprint Recognition.
Proceedings of the Computational Forensics, 2014

Lessons Learned from Automatic Forgery Detection in over 100, 000 Invoices.
Proceedings of the Computational Forensics, 2014

SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Printer Identification Using Supervised Learning for Document Forgery Detection.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Forgery Detection Based on Intrinsic Document Contents.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Automatic authentication of color laser print-outs using machine identification codes.
Pattern Anal. Appl., 2013

Coupled snakelets for curled text-line segmentation from warped document images.
IJDAR, 2013

Text-line examination for document forgery detection.
IJDAR, 2013

Predicting Classifier Combinations.
Proceedings of the ICPRAM 2013, 2013

Eye-tracker based part-image selection for image retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2013

Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Hyperspectral Imaging for Ink Mismatch Detection.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Automated Hyperspectral Document Image Analysis.
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013

Can Signature Biometrics Address Both Identification and Verification Problems?
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Robust Reading Competition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Search Space Reduction for Holistic Ligature Recognition in Urdu Nastalique Script.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Generic Text-Line Extraction.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

High-Performance OCR for Printed English and Fraktur Using LSTM Networks.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Generic Method for Stamp Segmentation Using Part-Based Features.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Final Report of GREC'13 Arc and Line Segmentation Contest.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

A segmentation-free approach to Arabic and Urdu OCR.
Proceedings of the Document Recognition and Retrieval XX, 2013

Biologically Significant Facial Landmarks: How Significant Are They for Gender Classification?
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Hyperspectral Document Imaging: Challenges and Perspectives.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

A Hierarchical Visual Saliency Model for Character Detection in Natural Scenes.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

2012
Meta-learning for evolutionary parameter optimization of classifiers.
Machine Learning, 2012

Semi-automated OCR database generation for Nabataean scripts.
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.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

On the performance of Decapod's digital font reconstruction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust stereo matching for document images using parameter selection of text-line extraction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Gaze guided object recognition using a head-mounted eye tracker.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

OCR-Free Table of Contents Detection in Urdu Books.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

How Salient is Scene Text?
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Scanning Neural Network for Text Line Recognition.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Recognizing Words in Scenes with a Head-Mounted Eye-Tracker.
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.
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.
Pattern Recognition Letters, 2011

The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Prediction of Classifier Training Time Including Parameter Optimization.
Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Bayesian Approach to Photo Time-Stamp Recognition.
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.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

High Performance Layout Analysis of Arabic and Urdu Document Images.
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.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Distortion Measurement for Automatic Document Verification.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Font group identification using reconstructed fonts.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Improved document image segmentation algorithm using multiresolution morphology.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

The IUPR Dataset of Camera-Captured Document Images.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

An Image Based Performance Evaluation Method for Page Dewarping Algorithms Using SIFT Features.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

2010
Combined orientation and skew detection using geometric text-line modeling.
IJDAR, 2010

Text versus non-text distinction in online handwritten documents.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Discriminative learning for script recognition.
Proceedings of the International Conference on Image Processing, 2010

Performance evaluation of curled textline segmentation algorithms on CBDAR 2007 dewarping contest dataset.
Proceedings of the International Conference on Image Processing, 2010

Visual recognition of permuted words.
Proceedings of the Human Vision and Electronic Imaging XV, 2010

Unsupervised font reconstruction based on token co-occurrence.
Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

An open approach towards the benchmarking of table structure recognition systems.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Table detection in heterogeneous documents.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Document image segmentation using discriminative learning over connected components.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Document inspection using text-line alignment.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Response to "Projection Methods Require Black Border Removal".
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images.
J. UCS, 2009

OCR Based Thresholding.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Automatic Line Orientation Measurement for Questioned Document Examination.
Proceedings of the Computational Forensics, Third International Workshop, 2009

Recognition Driven Page Orientation Detection.
Proceedings of the International Conference on Image Processing, 2009

Textline information extraction from grayscale camera-captured document images.
Proceedings of the International Conference on Image Processing, 2009

Script-Independent Handwritten Textlines Segmentation Using Active Contours.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Resolution Independent Skew and Orientation Detection for document images.
Proceedings of the Document Recognition and Retrieval XVI, 2009

Ridges Based Curled Textline Region Detection from Grayscale Camera-Captured Document Images.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Geometric layout analysis of scanned documents.
PhD thesis, 2008

Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Document cleanup using page frame detection.
IJDAR, 2008

Document Signature Using Intrinsic Features for Counterfeit Detection.
Proceedings of the Computational Forensics, Second International Workshop, 2008

Background variability modeling for statistical layout analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Efficient implementation of local adaptive thresholding techniques using integral images.
Proceedings of the Document Recognition and Retrieval XV, 2008

Structural Mixtures for Statistical Layout Analysis.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Segmentation of Curled Textlines Using Active Contours.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Automated OCR Ground Truth Generation.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
Document image zone classification - a simple high-performance approach.
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.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Example-Based Logical Labeling of Document Title Page Images.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Image-Matching for Revision Detection in Printed Historical Documents.
Proceedings of the Pattern Recognition, 2007

2006
Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images.
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.
Proceedings of the International Conference on Image Processing, 2006

Distance Measures for Layout-Based Document Image Retrieval.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Performance Comparison of Six Algorithms for Page Segmentation.
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.
Proceedings of the Third International Conference on Image and Graphics, 2004


  Loading...