Muhammad Imran Malik

Sensors, August, 2023

Developing Resilient Cyber-Physical Systems: A Review of State-of-the-Art Malware Detection Approaches, Gaps, and Future Directions.

[BibT_eX]

[DOI]

Comput., April, 2023

Adversarial Attacks on Convolutional Siamese Signature Verification Networks.

[BibT_eX]

[DOI]

Maham Jahangir

Faisal Shafait

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

Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Few-Shot Learning for Biometric Verification.

[BibT_eX]

[DOI]

CoRR, 2022

KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions.

[BibT_eX]

[DOI]

Adriano Lucieri

Stephan Alexander Braun

Comput. Methods Programs Biomed., 2022

2021

Learning the micro deformations by max-pooling for offline signature verification.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

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

[BibT_eX]

[DOI]

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

A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC).

[BibT_eX]

[DOI]

IEEE Access, 2021

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

[BibT_eX]

[DOI]

Muhammad Mohsin Ghaffar

Christian Weis

Norbert Wehn

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

ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane.

[BibT_eX]

[DOI]

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks.

[BibT_eX]

[DOI]

Suleman Khurram

Mohsin Munir

IEEE Access, 2020

Offline Signature Verification Using Feature Learning and One-Class Classification.

[BibT_eX]

[DOI]

Safia Shabbir

Imran Siddiqi

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.

[BibT_eX]

[DOI]

Adriano Lucieri

Stephan Alexander Braun

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

K-mer Neural Embedding Performance Analysis Using Amino Acid Codons.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2020

2019

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

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2019

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

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2019

A Perspective Analysis of Handwritten Signature Technology.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC).

[BibT_eX]

[DOI]

CoRR, 2019

Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection.

[BibT_eX]

[DOI]

Muhammad Usman Ghani Khan

Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Two Stream Deep Network for Document Image Classification.

[BibT_eX]

[DOI]

Muhammad Nabeel Asim

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

A Robust Hybrid Approach for Textual Document Classification.

[BibT_eX]

[DOI]

Muhammad Nabeel Asim

Muhammad Usman Ghani Khan

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

DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting.

[BibT_eX]

[DOI]

Muhammad Ali Chattha

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

FFD: Figure and Formula Detection from Document Images.

[BibT_eX]

[DOI]

Junaid Younas

Syed Tahseen Raza Rizvi

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

Runway Detection and Localization in Aerial Images using Deep Learning.

[BibT_eX]

[DOI]

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

KINN: Incorporating Expert Knowledge in Neural Networks.

[BibT_eX]

[DOI]

Muhammad Ali Chattha

Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019

2018

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

[BibT_eX]

[DOI]

Sensors, 2018

Forensic Analysis of a Crash-Damaged Cheerson CX-20 Auto Pathfinder Drone.

[BibT_eX]

[DOI]

J. Digit. Forensics Secur. Law, 2018

DeCNT: Deep Deformable CNN for Table Detection.

[BibT_eX]

[DOI]

IEEE Access, 2018

Preparing for Secure Wireless Medical Environment in 2050: A Vision.

[BibT_eX]

[DOI]

IEEE Access, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Intelligent Environments 2018, 2018

2017

Determinants of cyberloafing: a comparative study of a public and private sector organization.

[BibT_eX]

[DOI]

Internet Res., 2017

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

[BibT_eX]

[DOI]

Junaid Younas

John Cristian Borges Gamboa

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

Table Detection Using Deep Learning.

[BibT_eX]

[DOI]

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

AirScript - Creating Documents in Air.

[BibT_eX]

[DOI]

Ayushman Dash

Amit Sahu

Rajveer Shringi

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

2016

Online word-of-mouth antecedents, attitude and intention-to-purchase electronic products in Pakistan.

[BibT_eX]

[DOI]

Telematics Informatics, 2016

A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents.

[BibT_eX]

[DOI]

CoRR, 2016

Automatic Signature Segmentation Using Hyper-Spectral Imaging.

[BibT_eX]

[DOI]

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

2015

Automatic Signature Verification: Bridging the Gap between Existing Pattern Recognition Methods and Forensic Science.

[BibT_eX]

[DOI]

PhD thesis, 2015

ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015).

[BibT_eX]

[DOI]

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

Deepdocclassifier: Document classification with deep Convolutional Neural Network.

[BibT_eX]

[DOI]

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

2014

Automatic Signature Stability Analysis and Verification Using Local Features.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance.

[BibT_eX]

[DOI]

Erika Griechisch

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013

Local Features for Forensic Signature Verification.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification.

[BibT_eX]

[DOI]

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

ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013).

[BibT_eX]

[DOI]

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

FREAK for Real Time Forensic Signature Verification.

[BibT_eX]

[DOI]

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

Online Signature Analysis Based on Accelerometric and Gyroscopic Pens and Legendre Series.

[BibT_eX]

[DOI]

Erika Griechisch

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

2012

From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012).

[BibT_eX]

[DOI]

Linda Alewijnse

C. Elisa van den Heuvel

Bryan Found

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Signature Segmentation from Document Images.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

A Signature Verification Framework for Digital Pen Applications.

[BibT_eX]

[DOI]

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

2011

Evaluation of Local and Global Features for Offline Signature Verification.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of ICDAR-2011, 2011

Signature Verification Competition for Online and Offline Skilled Forgeries (SigComp2011).

[BibT_eX]

[DOI]

C. Elisa van den Heuvel

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

2010

Forensic Signature Verification Competition 4NSigComp2010 - Detection of Simulated and Disguised Signatures.

[BibT_eX]

[DOI]

C. Elisa van den Heuvel

Bryan Found