Imran Siddiqi

Orcid: 0000-0002-7203-5195

Affiliations:
  • Bahria University, Pakistan


According to our database1, Imran Siddiqi authored at least 106 papers between 2007 and 2023.

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

Timeline

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Bibliography

2023
LSTM-based Siamese neural network for Urdu news story segmentation.
Int. J. Document Anal. Recognit., September, 2023

A new method for writer identification based on historical documents.
J. Intell. Syst., 2023

Cursive Caption Text Detection in Videos.
CoRR, 2023

PCG classification through spectrogram using transfer learning.
Biomed. Signal Process. Control., 2023

Transformer-Based Neural Machine Translation for Post-OCR Error Correction in Cursive Text.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Reconstruction of Broken Writing Strokes in Greek Papyri.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Learning Structural Similarities from Handwriting on Papyri - An Application to Scribe Characterization.
Proceedings of the International Conference on Frontiers of Information Technology, 2023

ChartEye: A Deep Learning Framework for Chart Information Extraction.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022
A survey of visual and procedural handwriting analysis for neuropsychological assessment.
Neural Comput. Appl., 2022

Feature learning and encoding for multi-script writer identification.
Int. J. Document Anal. Recognit., 2022

Document forgery detection using source printer identification: A comparative study of text-dependent versus text-independent analysis.
Expert Syst. J. Knowl. Eng., 2022

Heart rate estimation in PPG signals using Convolutional-Recurrent Regressor.
Comput. Biol. Medicine, 2022

Co-clustering based classification of multi-view data.
Appl. Intell., 2022

Impact of Demographics on Automated Criminal Tendency Detection from Facial Images.
Proceedings of the International Conference on Frontiers of Information Technology, 2022

2021
Texture feature column scheme for single- and multi-script writer identification.
IET Biom., 2021

Writer Identification using Deep Learning with FAST Keypoints and Harris corner detector.
Expert Syst. Appl., 2021

Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs.
Expert Syst. Appl., 2021

Influence of codebook patterns on writer recognition: An experimental study.
Expert Syst. J. Knowl. Eng., 2021

Heart rate tracking in photoplethysmography signals affected by motion artifacts: a review.
EURASIP J. Adv. Signal Process., 2021

Keyword Spotting in Modern Handwritten Documents Using oBIFs.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2021

Islamophobic Hate Speech Detection from Electronic Media Using Deep Learning.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2021

Feature Relevance Analysis for Handwriting Based Identification of Parkinson's Disease.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2021

Two-Step Fine-Tuned Convolutional Neural Networks for Multi-label Classification of Children's Drawings.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Writer Characterization from Handwriting on Papyri Using Multi-step Feature Learning.
Proceedings of the Document Analysis and Recognition, 2021

2020
Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings.
Neural Comput. Appl., 2020

Exploring nested ensemble learners using overproduction and choose approach for churn prediction in telecom industry.
Neural Comput. Appl., 2020

Recognition of cursive video text using a deep learning framework.
IET Image Process., 2020

Detection and recognition of cursive text from video frames.
EURASIP J. Image Video Process., 2020

Offline Signature Verification Using Feature Learning and One-Class Classification.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Learning Features for Writer Identification from Handwriting on Papyri.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Recognition of Cursive Caption Text Using Deep Learning - A Comparative Study on Recognition Units.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Dynamic Handwriting Analysis for Parkinson's Disease Identification using C-BiGRU Model.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

2019
Assessing visual attributes of handwriting for prediction of neurological disorders - A case study on Parkinson's disease.
Pattern Recognit. Lett., 2019

Recognition of printed Urdu ligatures using convolutional neural networks.
J. Electronic Imaging, 2019

Improving Arabic writer identification using score-level fusion of textural descriptors.
IET Biom., 2019

Localization and classification of heartbeats using robust adaptive algorithm.
Biomed. Signal Process. Control., 2019

Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Deep Learning Based Approach for Historical Manuscript Dating.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Document Forgery Detection using Printer Source Identification - A Text-Independent Approach.
Proceedings of the Second International Workshop on Computational Document Forensics, 2019

Impact of Pre-Processing on Recognition of Cursive Video Text.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Offline Signature Verification Using Textural Descriptors.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Segmentation and Recognition of Electronic Components in Hand-Drawn Circuit Diagrams.
EAI Endorsed Trans. Scalable Inf. Syst., 2018

A novel database for automatic processing of Persian handwritten bank checks.
Pattern Recognit., 2018

Editorial.
J. Exp. Theor. Artif. Intell., 2018

Gender classification from offline multi-script handwriting images using oriented Basic Image Features (oBIFs).
Expert Syst. Appl., 2018

Towards the design of an offline signature verifier based on a small number of genuine samples for training.
Expert Syst. Appl., 2018

Localization and classification of heart beats in phonocardiography signals - a comprehensive review.
EURASIP J. Adv. Signal Process., 2018

Feature Extraction for Cursive Language Document Images: Using Discrete Cosine Transform, Discrete Wavelet Transform and Gabor Filter.
Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2018

Urdu Caption Text Detection using Textural Features.
Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2018

Data Driven Feature Extraction for Gender Classification using Multi-Script Handwritten Texts.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Writer Identification on Historical Documents using Oriented Basic Image Features.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

ICFHR 2018 Competition on Multi-Script Writer Identification.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Historical Manuscript Dating using Textural Measures.
Proceedings of the 2018 International Conference on Frontiers of Information Technology, 2018

2017
Wavelet-based gender detection on off-line handwritten documents using probabilistic finite state automata.
Image Vis. Comput., 2017

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

Improving handwriting based gender classification using ensemble classifiers.
Expert Syst. Appl., 2017

Segmentation-free optical character recognition for printed Urdu text.
EURASIP J. Image Video Process., 2017

Classification of Graphomotor Impressions Using Convolutional Neural Networks: An Application to Automated Neuro-Psychological Screening Tests.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Sketch-based Facial Expression Recognition for Human Figure Drawing Psychological Test.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

Classification of Urdu Ligatures Using Convolutional Neural Networks - A Novel Approach.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

A Holistic Approach for Recognition of Complete Urdu Ligatures Using Hidden Markov Models.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017

2016
Offline cursive Urdu-Nastaliq script recognition using multidimensional recurrent neural networks.
Neurocomputing, 2016

Writer identification using texture descriptors of handwritten fragments.
Expert Syst. Appl., 2016

Erratum to: A comprehensive survey of handwritten document benchmarks: structure, usage and evaluation.
EURASIP J. Image Video Process., 2016

Segmentation techniques for recognition of Arabic-like scripts: A comprehensive survey.
Educ. Inf. Technol., 2016

Analyzing Socio-economic and Geographical factors for Crime Incidents using Heat maps and Hotspots.
Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

Pashto Sentiment Analysis Using Lexical Features.
Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

Arabic Writer Identification System Using the Histogram of Oriented Gradients (HOG) of Handwritten Fragments.
Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

Gender Classification from Offline Handwriting Images Using Textural Features.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

ICFHR2016 Competition on Multi-script Writer Demographics Classification Using "QUWI" Database.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Scene Completion Using Top-1 Similar Image.
Proceedings of the International Conference on Frontiers of Information Technology, 2016

Isolated Handwritten Digit Recognition Using oBIFs and Background Features.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Automatic analysis of handwriting for gender classification.
Pattern Anal. Appl., 2015

A comprehensive survey of handwritten document benchmarks: structure, usage and evaluation.
EURASIP J. Image Video Process., 2015

Using Crowd-Source Based Features from Social Media and Conventional Features to Predict the Movies Popularity.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Video Script Identification Using a Combination of Textural Features.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Keyword Based Information Retrieval System for Urdu Document Images.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Signature Verification for Offline Skilled Forgeries Using Textural Features.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Segmentation-verification based on fuzzy integral for connected handwritten digit recognition.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Automated scoring of Bender Gestalt Test using image analysis techniques.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Recognition of Urdu ligatures - a holistic approach.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR2015 competition on Multi-script Writer Identification and Gender Classification using 'QUWI' Database.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Arabic Writer Identification Using Local Binary Patterns (LBP) of Handwritten Fragments.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Improving Isolated Digit Recognition Using a Combination of Multiple Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

LAMIS-MSHD: A Multi-script Offline Handwriting Database.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Detection and Recognition of Traffic Signs from Road Scene Images.
Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014

Evaluation of Texture Features for Offline Arabic Writer Identification.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Text-independent writer recognition using multi-script handwritten texts.
Pattern Recognit. Lett., 2013

Improving Codebook-Based Writer Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2013

Multilingual Artificial Text Detection Using a Cascade of Transforms.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Codebook for Writer Characterization: A Vocabulary of Patterns or a Mere Representation Space?
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Multilingual artificial text detection and extraction from still images.
Proceedings of the Document Recognition and Retrieval XX, 2013

2012
An Unconstrained Benchmark Urdu Handwritten Sentence Database with Automatic Line Segmentation.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Multi-script Writer Identification Optimized with Retrieval Mechanism.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Word Spotting Based Retrieval of Urdu Handwritten Documents.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011
Edge-Based Features for Localization of Artificial Urdu Text in Video Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Towards Searchable Digital Urdu Libraries - A Word Spotting Based Retrieval Approach.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Feature relevance analysis for writer identification.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

2010
Text independent writer recognition using redundant writing patterns with contour-based orientation and curvature features.
Pattern Recognit., 2010

Information Retrieval from Historical Document Image Base.
Proceedings of the KDIR 2010, 2010

2009
A Set of Chain Code Based Features for Writer Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Comparison of Niblack inspired binarization methods for ancient documents.
Proceedings of the Document Recognition and Retrieval XVI, 2009

Combining Contour Based Orientation and Curvature Features for Writer Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
How to Define Local Shape Descriptors for Writer Identification and Verification.
Proceedings of the Pattern Recognition in Information Systems, 2008

2007
Solvated Interaction Energy (SIE) for Scoring Protein-Ligand Binding Affinities, 1. Exploring the Parameter Space.
J. Chem. Inf. Model., 2007

Writer Identification in Handwritten Documents.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007


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