Muhammad Imran Malik

Associate Professor
School of Electrical Engineering and Computer Science
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About

Dr. Muhammad Imran Malik is working as Associate Professor in the School of Electrical Engineering and Computer Science. Dr. Muhammad Imran Malik has a PhD in Machine Learning For Forensic Document Analysis . Dr. Muhammad Imran Malik has published 76 research articles & conference papers having a citation count of 1550 , carried out 9 projects and filed 0 intellectual property.

Research Tags

Machine Learning

Research Projects

9

Industry Projects

0

Amount Granted

148.4 M

Publications

76

Citations

1550

Intellectual Property

0
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

Collaborator Image

Faisal Shafait

School of Electrical Engineering and Computer Science
10 Collaborations
Collaborator Image

Muhammad Naseer Bajwa

School of Electrical Engineering and Computer Science
4 Collaborations
Collaborator Image

Muhammad Shahzad

School of Electrical Engineering and Computer Science
3 Collaborations
Collaborator Image

Junaid Younas

School of Electrical Engineering and Computer Science
2 Collaborations
Collaborator Image

RAFIA MUMTAZ

School of Electrical Engineering and Computer Science
2 Collaborations
Collaborator Image

Ayesha Haque

NUST School of Health Sciences
1 Collaboration
Collaborator Image

Sadaf Mumtaz

NUST School of Health Sciences
1 Collaboration
Collaborator Image

Muhammad Jameel Nawaz Malik

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Quanita Kiran

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Hasan Ali Khattak

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Muhammad Moazam Fraz

School of Electrical Engineering and Computer Science
1 Collaboration
Collaborator Image

Ahmad Salman

School of Electrical Engineering and Computer Science
1 Collaboration

Education

PhD Machine Learning For Forensic Document Analysis 2011- 2015
Universität Kaiserslautern , Germany
MPhil (Artificial Intelligence) 2008- 2011
Universität Kaiserslautern , Germany
BS (Computer Sciences) 2000- 2004
Allama Iqbal Open University , Pakistan

Experience

Associate Professor 2021- Present
School of Electrical Engineering and Computer Science , NUST
Assistant Professor 2019- 2021
School of Electrical Engineering and Computer Science , NUST
Assistant Professor 2016- 2019
School of Electrical Engineering and Computer Science , NUST
Assistant Professor 2015- 2016
School of Electrical Engineering and Computer Science , NUST

Awards

Best Student Paper Award 2013
Best Student Paper Award by Association of Forensic Document Examiners, USA.
HEC-DAAD PhD scholarship 2011
HEC-DAAD Ph.D. scholarship at TU Kaiserslautern, Germany.
HEC-DAAD MS scholarship
HEC-DAAD MS scholarship at TU Kaiserslautern, Germany.

Memberships

9
Research Projects
0
Industrial Projects
9
National Projects
0
International Projects
148.4M
Total Funding (PKR)
Ba-Ikhtiyar Jawan: Upscaling & Digitisation of Vocational Education Curriculum in Pakistan 2025
Junaid Younas
Muhammad Moazam Fraz
Muhammad Imran Malik
Project Status: Approved_inprocess Rs: 59.6 M Approval Date: 2025-01-01 Completion Date: 2027-12-31
Funding Agency: DAAD - German Academic Exchange Service
SLUM-i: A Remote Sensing Based Intelligent Framework for Detection and Predictive Growth Analysis of Slums for Sustainable Socio-Economic Development of Pakistan 2023
Muhammad Imran Malik
Faisal Shafait
Muhammad Naseer Bajwa
Junaid Younas
RAFIA MUMTAZ
DR
Dr. Prof. h.c. Andreas Dengel (University of Kaiserslautern-Landau (RPTU), Germany)
Project Status: Approved_inprocess Rs: 14.4 M Approval Date: 2023-10-24 Completion Date: N/A
Funding Agency: DAAD
AI-FORCAST: AI-based Forest Carbon Stock Assessment for Climate Change Mitigation 2023
Faisal Shafait
Muhammad Imran Malik
Muhammad Naseer Bajwa
DR
Dr. Sami Ullah Dawar (Kohsar University Murree)
PR
Prof. Dr. Adrian Ulges (RheinMain University of Applied Science (HSRM), Germany)
PR
Prof. Dr. Ulrich Schwanecke (RheinMain University of Applied Science (HSRM), Germany)
Project Status: Approved_inprocess Rs: 12.1 M Approval Date: 2023-10-24 Completion Date: 2025-12-31
Funding Agency: DAAD German Academic Exchange Service
Water Resource Estimation by Satellite-Based Image Analysis (WASABI) – Extension. 2023
Muhammad Imran Malik
Faisal Shafait
Muhammad Shahzad
Project Status: Completed Rs: 4.5 M Approval Date: 2023-02-22 Completion Date: 2022-12-31
Funding Agency: DAAD
WAter Resource Estimation by Satellite Based Image Analysis (WASABI) 2018
Muhammad Imran Malik
Muhammad Shahzad
Faisal Shafait
Project Status: Completed Rs: 12.0 M Approval Date: 2018-11-21 Completion Date: 2020-12-31
Funding Agency: DAAD
Crop Monitoring via Remote Sensing from Earth Observation Satellites to UAVs 2018
Muhammad Shahzad
Muhammad Imran Malik
Faisal Shafait
Qaiser Riaz
Project Status: Approved_inprocess Rs: 12.4 M Approval Date: 2018-11-21 Completion Date: 1970-01-01
Funding Agency: DAAD
Internet of Things (IoT) enabled surface water pollution detection for predictive healthcare 2019
RAFIA MUMTAZ
Faisal Shafait
Muhammad Imran Malik
Muhammad Faheem Khokhar
Project Status: Completed Rs: 13.4 M Approval Date: 2019-01-01 Completion Date: 2022-06-25
Funding Agency: DAAD
Forest Monitoring and changed detection using remote sensing data 2018
Muhammad Imran Malik
Muhammad Shahzad
Faisal Shafait
Project Status: Completed Rs: 10.0 M Approval Date: 2018-01-20 Completion Date: 2022-04-08
Funding Agency: DAAD
Fish Bio Diversity Estimation by Low-Cost Non-Destructive Video Based Sampling (FIBEVID) 2016
Faisal Shafait
Muhammad Imran Malik
Project Status: Completed Rs: 10.0 M Approval Date: 2016-09-30 Completion Date: 2018-12-31
Funding Agency: DAAD
29
Research Articles
44
Conference Proceedings
0
Books
2
Book Chapters
46
Editorial Activities
iBitter-Stack: A multi-representation ensemble learning model for accurate bitter peptide identification 2025
SA
Sarfraz Ahmad
MO
Momina Ahsan
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Journal: Journal of Molecular Biology, Volume:437, Issue:24, Article Number 169448
Impact Factor: 4.500 Citations: 0 Quartile: 2
SDG 3 SDG 9
Cloud segmentation in satellite imagery using attention-based deep learning 2025
KH
Khola Naseem
Muhammad Imran Malik
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Journal: Multimedia Tools and Applications, Volume:84, Issue:34, Page:43155-43174
Impact Factor: N/A Citations: 0 Quartile: N/A
SDG 11 SDG 13
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning 2019
Muhammad Naseer Bajwa
Muhammad Imran Malik
SH
Shoaib Ahmed Siddiqui (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Faisal Shafait
WO
Wolfgang Neumeier (Opthamology Clinic, Rittersberg, Kaiserslautern)
SH
sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: BMC Medical Informatics and Decision Making, Volume 19, Article Number 136
Impact Factor: 2.317 Citations: 166 Quartile: 3
A Perspective Analysis of Handwritten Signature Technology 2019
MO
Moises Diaz (Universidad del Atlantico Medio, Las Palmas de Gran Canaria)
MI
Miguel A. Ferrer (Universidad del Atlantico Medio, Las Palmas de Gran Canaria)
DO
Donato Impedovo (University of Bari)
Muhammad Imran Malik
UN
University of Bari, Bari, Italy (University of Bari)
RÉ
Réjean Plamondon (École Polytechnique of Montréal)
Journal: ACM Computing Surveys (CSUR), Volume 51 Issue 6, Article No. 117
Impact Factor: 7.99 Citations: 191 Quartile: 1
Endmember Analysis of Overlapping Handwritten Text in Hyperspectral Document Images 2024
HA
Hassan Irtiza Mirza
SA
Saad Bin Ahmed (Lakehead University)
RO
Roberto Solis Oba (University of Western Ontario)
Muhammad Imran Malik
Journal: IEEE Access, Volume 12, Pages 13010-13019
Impact Factor: 3.400 Citations: 2 Quartile: 2
SDG 4 SDG 9
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC) 2021
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
CH
Christoph Zehe (Sartorius Corporate Research)
JO
Johan Trygg (Umea University)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: IEEE Access, Volume 9, Pages 19379-19390
Impact Factor: 3.476 Citations: 12 Quartile: 2
Multi-view gait recognition system using spatio-temporal features and deep learning 2021
SA
Saba Gul (-)
Muhammad Imran Malik
GU
Gul Muhammad Khan (UET Peshawar)
Faisal Shafait
Journal: Expert Systems with Applications, Volume 179, Article Number 115057
Impact Factor: 8.665 Citations: 39 Quartile: 1
Learning the micro deformations by max- pooling for offline signature verification 2021
YU
Yuchen Zheng (Shihezi University)
BR
Brian Kenji Iwana (Kyushu University)
Muhammad Imran Malik
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
WA
Wataru Ohyama (Saitama Institute of Technology)
SE
Seiichi Uchida (Kyushu University)
Journal: Pattern Recognition, Volume 118, Article Number 108008
Impact Factor: 8.518 Citations: 33 Quartile: 1
AI-ForestWatch: semantic segmentation based end-to-end framework for forest estimation and change detection using multi-spectral remote sensing imagery 2021
AN
Annus Zulfiqar (-)
MU
Muhammad M. Ghaffar (University of Kaiserslautern)
Muhammad Shahzad
CH
Christian Weis (University of Kaiserslautern)
Muhammad Imran Malik
Faisal Shafait
NO
Norbert Wehn (University of Kaiserslautern )
Journal: Journal of Applied Remote Sensing, Volume 15(2), Article Number 024518
Impact Factor: 1.568 Citations: 26 Quartile: 4
Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph) 2021
Junaid Younas
Muhammad Imran Malik
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence (DFKI))
Faisal Shafait
PA
Paul Lukowicz (University of Kaiserslautern)
Journal: Expert Systems with Applications, Volume 172, Article Number 114588
Impact Factor: 8.665 Citations: 6 Quartile: 1
ADH-PPI: An Attention based Deep Hybrid Model for Protein Protein Interaction Prediction 2022
MU
Muhammad Nabeel Asim (Technical University of Kaiserslautern)
MU
Muhammad Ali Ibrahim (Technical University of Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (Technical University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: iScience, Volume 25, Issue 10, Article Number 105169
Impact Factor: 6.107 Citations: 25 Quartile: 1
SDG 3 SDG 8 SDG 9
Circ-LocNet: A Computational Framework for Circular RNA Sub-Cellular Localization Prediction 2022
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
MU
Muhammad Ali Ibrahim (Technical University of Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (Technical University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: International Journal of Molecular Sciences, Volume 23, Issue 15, Article Number 8221
Impact Factor: 6.208 Citations: 9 Quartile: 1
SDG 3 SDG 8 SDG 9
EL-RMLocNet: An explainable LSTM network for RNA-associated multi-compartment localization prediction 2022
MU
Muhammad Nabeel Asim (Technical University of Kaiserslautern)
MU
Muhammad Ali Ibrahim (Technical University of Kaiserslautern)
Muhammad Imran Malik
CH
Christoph Zehe (Sartorius Corporate Research)
OL
Olivier Cloarec (Sartorius Corporate Research)
JO
Johan Trygg (Umea University)
AN
Andreas Dengel (Technical University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Computational and Structural Biotechnology Journal, Volume 20, Pages 3986-4002
Impact Factor: 6.155 Citations: 19 Quartile: 1
SDG 3 SDG 8 SDG 9
LGCA-VHPPI: A local-global residue context aware viral-host protein-protein interaction predictor 2022
MU
Muhammad Nabeel Asim (Technical University of Kaiserslautern)
MU
Muhammad Ali Ibrahim (Technical University of Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (Technical University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: PLOS ONE, Volume 17, Issue 7, Article Number e0270275
Impact Factor: 3.752 Citations: 11 Quartile: 2
SDG 3 SDG 8 SDG 9
Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction 2022
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
MU
Muhammad Ali Ibrahim (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
IM
Imran Razzak (Deakin University)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Complex & Intelligent Systems, Pages 1-21
Impact Factor: 6.700 Citations: 4 Quartile: 1
SDG 3 SDG 9
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions 2022
AD
Adriano Lucieri (German Research Center for Artificial Intelligence)
Muhammad Naseer Bajwa
ST
Stephan Alexander Braun (Muenster University Hospital )
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Computer Methods and Programs in Biomedicine, Volume 215, Article Number 106620
Impact Factor: 6.100 Citations: 65 Quartile: 1
SDG 3 SDG 8 SDG 9
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery 2021
NO
Nosheen Abid
Muhammad Shahzad
Muhammad Imran Malik
UL
Ulrich Schwanecke (RheinMain University of Applied Sciences)
AD
Adrian Ulges (RheinMain University of Applied Sciences)
GY
György Kovács (Lulea University of Technology)
Faisal Shafait
Journal: International Journal of Applied Earth Observation and Geoinformation, Volume 105, Article Number 102568
Impact Factor: 7.672 Citations: 34 Quartile: 1
SDG 8 SDG 13
Bacterial Prediction using Internet of Things (IoT) and Machine Learning 2022
HA
Hamza Khurshid
RAFIA MUMTAZ
NO
Noor Alvi
Ayesha Haque
Sadaf Mumtaz
Faisal Shafait
SH
Sheraz Ahmad (Forschungsbereich Smarte Daten & Wissensdienste)
Muhammad Imran Malik
AN
Andreas Dengel (Forschungsbereich Smarte Daten & Wissensdienste)
Journal: Environmental Monitoring and Assessment , Volume 194, Article Number 133
Impact Factor: 2.513 Citations: 19 Quartile: 3
SDG 3 SDG 6
MirLocPredictor: A ConvNet-Based Multi-Label MicroRNA Subcellular Localization Predictor by Incorporating k-Mer Positional Information 2020
MU
Muhammad Nabeel Asim (University of Kaiserslautern)
Muhammad Imran Malik
CH
Christoph Zehe (Sartorius Corporate Research)
JO
Johan Trygg (Umea University)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Genes, Volume 11(12), Article Number 1475
Impact Factor: 4.096 Citations: 23 Quartile: 2
Advances in Computational Methodologies for Classification and Sub-Cellular Locality Prediction of Non-Coding RNAs 2021
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
MU
Muhammad Ali Ibrahim (University of Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: International Journal of Molecular Sciences, Volume 22(16), Article Number 8719
Impact Factor: 5.924 Citations: 22 Quartile: 1
SDG 3
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor 2018
Faisal Shafait
Muhammad Jameel Nawaz Malik
AH
Ahmed Elhayek (University of Prince Mugrin Madina)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
DI
Didier Stricker (German Research Center for Artificial Intelligence)
Journal: Sensors, Volume: 18, Issue: 11, Article Number: 3872
Impact Factor: 3.031 Citations: 27 Quartile: 1
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks 2020
Muhammad Naseer Bajwa
SU
Suleman Khurram (Technische Universität Kaiserslautern)
MO
Mohsin Munir (Technische Universität Kaiserslautern)
SH
Shoaib Ahmed Siddiqui (Technische Universität Kaiserslautern)
Muhammad Imran Malik
A
Andreas Dengel (Technische Universität Kaiserslautern)
S
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Journal: IEEE Access, Volume: 8, Pages 115476-115485
Impact Factor: 3.367 Citations: 6 Quartile: 2
Computer-aided diagnosis of skin diseases using deep neural networks 2020
Muhammad Naseer Bajwa
KA
Kaoru Muta (Osaka Prefecture University)
Muhammad Imran Malik
SH
Shoaib Ahmed Siddiqui (Technische Universität Kaiserslautern)
ST
Stephan Alexander Braun (University Hospital Münster)
BE
Bernhard Homey (University Hospital Düsseldorf)
AN
Andreas Dengel (Technische Universität Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Journal: Applied Sciences, Volume 10(7), Article Number 2488
Impact Factor: 2.679 Citations: 129 Quartile: 2
SDG 3
Fi-fo detector: Figure and formula detection using deformable networks 2020
Junaid Younas
SH
Shoaib Ahmed Siddiqui (Technical University)
MO
Mohsin Munir (Technical University)
Muhammad Imran Malik
Faisal Shafait
PA
Paul Lukowicz (Technical University)
SH
Sheraz Ahmed (German Research Institute for Artificial Intelligence)
Journal: Applied Sciences, Volume 10(18), Article Number 6460
Impact Factor: 2.679 Citations: 16 Quartile: 2
DeCNT: Deep Deformable CNN for Table Detection 2018
SH
Shoaib Ahmed Siddiqui (University of Kaiserslautern)
Muhammad Imran Malik
ST
Stefan Agne (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: IEEE Access, Volume 6, Pages 74151-74161
Impact Factor: 4.098 Citations: 114 Quartile: 1
Vision Based 3D Localization of UAV Using Deep Image Matching 2024
MA
Mansoor Khurshid
Muhammad Shahzad
Hasan Ali Khattak
Muhammad Imran Malik
Muhammad Moazam Fraz
Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume: 17, Pages: 12020-12030
Impact Factor: 4.700 Citations: 3 Quartile: 1
SDG 4 SDG 9 SDG 17
Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data 2018
SH
Shoaib Ahmed Siddiqui (-)
Ahmad Salman
Muhammad Imran Malik
Faisal Shafait
AJ
Ajmal Mian (University of Western Australia)
MA
Mark Shorits (RMIT University)
EU
Euan Harvey (Curtin University)
Journal: ICES Journal of Marine Science, NULL
Impact Factor: 3.367 Citations: 208 Quartile: 1
Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting + 2025
MU
Muhammad Ali Chattha
Muhammad Imran Malik
AN
Andreas Dengel (Technical University of Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Machine Learning, Volume 114, Issue 2, Article Number 30
Impact Factor: 4.300 Citations: 0 Quartile: 1
SDG 11 SDG 17
KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications 2025
MU
Muhammad Ali Chattha
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Journal: Expert Systems with Applications, Volume:268, Article Number 126148
Impact Factor: 7.500 Citations: 0 Quartile: 1
SDG 9 SDG 11
Forensic signature verification competition 4NSigComp2010 - Detection of simulated and disguised signatures
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
C.
C. Elisa van den Heuvel (Griffith University)
BR
Bryan Found (Victoria Police Forensic Services Department )
Muhammad Imran Malik
Conference: Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
Citations: N/A
SDG 9
Evaluation of Local and Global Features for Offline Signature Verification
AN
Andreas Dengel (University of Kaiserslautern-Landau)
Muhammad Imran Malik
MA
Marcus Liwicki (University of Kaiserslautern-Landau)
Conference: 1st International Workshop on Automated Forensic Handwriting Analysis (AFHA) 2011
Citations: N/A
Signature verification competition for online and offline skilled forgeries (SigComp2011)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
C.
C. Elisa van den Heuvel (Griffith University)
XI
Xiaohong Chen (Forensic Science Institute)
CH
Charles Berger (Netherlands Forensic Institute)
RE
Reinoud Stoel (Netherlands Forensic Institute)
Muhammad Imran Malik
BR
Bryan Found (La Trobe University)
MI
Michael Blumenstein (Griffith University)
Conference: 11th Int. Conf. on Document Anal ysis and Recognition (ICDAR)
Citations: N/A
SDG 9
From terminology to evaluation: Performance assessment of automatic signature verification systems
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: 2012 International Conference on Frontiers in Handwriting Recognition
Citations: 21
SDG 9
A signature verification framework for digital pen applications
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: Proceedings - 10th IAPR International Workshop on Document Analysis Systems, DAS 2012
Citations: N/A
SDG 9
ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
LI
Linda Alewijnse (Netherlands Forensic Institute)
EL
Elisa van den Heuvel (Nederlands Forensisch Instituut)
BR
Bryan Found (Victoria Police Forensic Services Department)
Muhammad Imran Malik
Conference: Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR
Citations: 32
SDG 9
Signature segmentation from document images
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR
Citations: 23
SDG 9
Man vs. Machine: A Comparative Analysis for Forensic Signature Verification
Muhammad Imran Malik
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
BR
Bryan Found (German Research Center for Artificial Intelligence)
Conference: 16th Biennial Conf. of the Int. Graphonomics Society
Citations: N/A
Part-based automatic system in comparison to human experts for forensic signature verification
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 15
SDG 9
Local features for forensic signature verification
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: New Trends in Image Analysis and Processing (ICIAP)
Citations: 4
SDG 9
ICDAR 2013 competitions on signature verification and writer identification for on- and offline skilled forgeries (SigWiComp 2013)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
LI
Linda Alewijnse (Netherlands Forensic Institute)
WA
Wataru Ohyama (Saitama Institute of Technology)
MI
Michael Blumenstein (Griffith University)
BR
Bryan Found (Victoria Police Forensic Services Department)
Muhammad Imran Malik
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 84
SDG 9
FREAK for real time forensic signature verification
S
Sheraz Ahmed (German Research Center for Artificial Intelligence)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 12
SDG 9
Online Signature Verification using Accelerometer and Gyroscope
AN
Andreas DENGEL (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
BR
Bryan FOUND (German Research Center for Artificial Intelligence)
Conference: 16th Biennial Conf. of the Int. Graphonomics Society
Citations: N/A
Online signature analysis based on accelerometric and gyroscopic pens and legendre series
ER
Erika Griechisch (University of Szeged)
Muhammad Imran Malik
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 2
Towards Signature Segmentation & Verification in Real World Applications
SH
Sheraz AHMED (German Research Center for Artificial Intelligence)
MA
Marcus LIWICKI (German Research Center for Artificial Intelligence)
AN
Andreas DENGEL (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: 16th Biennial Conf. of the Int. Graphonomics Society
Citations: N/A
SDG 9
Automatic Signature Stability Analysis and Verification Using Local Features
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SE
Seiichi Uchida (Kyushu University)
VO
Volkmar Frinken (Kyushu University)
Muhammad Imran Malik
Conference: Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR
Citations: 39
SDG 9
Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance
ER
Erika Griechisch (University of Szeged)
Muhammad Imran Malik
MA
Marcus Liwicki (German Research Center for Artificial Intelligence)
Conference: Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR
Citations: 23
Hyper-spectral Analysis for Automatic Signature Extraction
Muhammad Imran Malik
SH
Sheraz AHMED (German Research Center for Artificial Intelligence)
FA
Faisal SHAFAIT (University of Western Australia)
AJ
Ajmal Saeed MIAN (University of Western Australia)
CH
Christian NANSEN (University of Western Australia)
AN
Andreas DENGEL (German Research Center for Artificial Intelligence)
MA
Marcus LIWICKI (University of Fribourg)
Conference: Proceedings of the 17th Biennial Conference of the International Graphonomics Society (IGS)
Citations: N/A
ICDAR2015 competition on signature verification and writer identification for on-and off-line skilled forgeries (SigWIcomp2015)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
AN
Angelo Marcelli (University of Salerno)
UM
Umapada Pal (CVPR Unit Indian Statistical Institute)
MI
Michael Blumenstein (Griffith University)
LI
Linda Alewijns (Netherlands Forensic Institute)
Muhammad Imran Malik
MA
Marcus Liwicki (University of Fribourg)
Conference: 2015 13th International Conference on Document Analysis and Recognition (ICDAR)
Citations: N/A
SDG 3
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting
MU
Muhammad Ali Chattha (German Research Center for Artificial Intelligence)
SH
Shoaib Ahmed Siddiqui (University of Cambridge)
MO
Mohsin Munir (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
LU
Ludger van Elst (German Research Center for Artificial Intelligence)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Conference: 28th International Conference on Artificial Neural Networks (ICANN-2019)
Citations: N/A
SDG 9
Two stream deep network for document image classification
MU
Muhammad Nabeel Asim (University of Kaiserslautern-Landau)
MU
Muhammad Usman Ghani Khan (University of Engineering and Technology)
KH
Khizar Razzaque (University of Engineering and Technology)
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 30
SDG 4 SDG 9
A robust hybrid approach for textual document classification
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
MU
Muhammad Usman Ghani Khan (National Centre of Artificial Intelligence (NCAI))
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Conference: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
Citations: 15
SDG 4 SDG 9
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength
MU
Muhammad NAbeel Asim (German Research Center for Artificial Intelligence GmbH)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence GmbH)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Conference: Neural Information Processing – 27th International Conference, ICONIP 2020
Citations: 13
SDG 3
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting
MU
Muhammad Ali Chattha (University Kaiserslautern-Landau)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Conference: 32nd International Conference on Artificial Neural Networks, ICANN 2023
Citations: N/A
Adversarial Attacks on Convolutional Siamese Signature Verification Networks
MA
MAHAM JAHANGIR
Muhammad Imran Malik
Faisal Shafait
Conference: 17th International Conference on Document Analysis and Recognition, ICDAR 2023
Citations: N/A
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors
AD
Adriano Lucieri (University of Kaiserslautern-Landau)
Muhammad Naseer Bajwa
ST
Stephan Alexander Braun (Universitätsklinikum Münster)
Muhammad Imran Malik
AN
Andreas Dengel (University of Kaiserslautern-Landau)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Conference: International Joint Conference on Neural Networks
Citations: N/A
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection
Muhammad Naseer Bajwa
GU
Gur Amrit Pal Singh (Technische Universitat Kaiserslautern ¨ German Research Center for Artificial Intelligence GmbH)
WO
Wolfgang Neumeier (Technische Universitat Kaiserslautern ¨ German Research Center for Artificial Intelligence GmbH)
Muhammad Imran Malik
AN
Andreas Dengel (Technische Universitat Kaiserslautern ¨ German Research Center for Artificial Intelligence GmbH)
SH
Sheraz Ahmed (Technische Universitat Kaiserslautern ¨ German Research Center for Artificial Intelligence GmbH)
Conference: Proceedings of the International Joint Conference on Neural Networks
Citations: N/A
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection
Muhammad Naseer Bajwa
YO
Yoshinobu Taniguchi (Osaka Prefecture University)
Muhammad Imran Malik
WO
Wolfgang Neumeier (Opthalmology Clinic)
AN
Andreas Dengel
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
Conference: Communications in Computer and Information Science
Citations: N/A
Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning
NO
Nosheen Abid
Muhammad Imran Malik
Muhammad Shahzad
Faisal Shafait
HA
Haider Ali (Department of Electrical and Computer)
MU
Muhammad Mohsin Ghaffar (Johns Hopkins University)
CH
Christian Weis (Johns Hopkins University)
NO
Norbert Wehn (Johns Hopkins University)
MA
Marcus Liwicki (Luleå Tekniska Universitet)
Conference: 2021 Digital Image Computing: Techniques and Applications (DICTA)
Citations: N/A
Offline Signature Verification Using Feature Learning and One-Class Classification
SA
Safia Shabbir (Bahria University)
Muhammad Imran Malik
IM
Imran Siddiqi (Bahria University)
Conference: 4th Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MedPRAI)
Citations: N/A
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence (DFKI), Kaiserslautern)
MU
Muhammad Ali Ibrahim (German Research Center for Artificial Intelligence (DFKI), Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for Artificial Intelligence (DFKI), Kaiserslautern)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence (DFKI), Kaiserslautern)
Conference: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)
Citations: N/A
Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks
KH
Khurram Shehzad (NUST)
AD
Adnan Ul-Hasan (NCAI)
Muhammad Imran Malik
Faisal Shafait
KH
Khurram Shehzad (NUST)
AD
Adnan Ul-Hasan (NCAI)
Muhammad Imran Malik
Faisal Shafait
Conference: 14th IAPR International Workshop on DOcument Analysis Systems (DAS)
Citations: N/A
On Interpretability of Deep Learning based SkinLesion Classifiers using Concept Activation Vectors
AD
Adriano Lucieri (TU Kaiserslautern)
MU
Muhammad Naseer Bajwa (German Research Center for AI)
ST
Stephan Braun (Department of Dermatology, UniversityKlinikum Duesseldorf)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for AI)
SH
Sheraz Ahmed (German Research Center for AI)
AD
Adriano Lucieri (TU Kaiserslautern)
MU
Muhammad Naseer Bajwa (German Research Center for AI)
ST
Stephan Braun (Department of Dermatology, UniversityKlinikum Duesseldorf)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Center for AI)
SH
Sheraz Ahmed (German Research Center for AI)
Conference: International Joint Conference on Neural Networks (IJCNN
Citations: N/A
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
AN
Andreas Deengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
MU
Muhammad Nabeel Asim (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
AN
Andreas Deengel (German Research Center for Artificial Intelligence)
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Conference: International Joint Conference on Neural Networks (IJCNN
Citations: N/A
Detection of Subject Attention in an active environment through Facial Expressions using Deep Learning Techniques and Computer Vision
A
Ahmed Husnain Johar (-)
Muhammad Imran Malik
Faisal Shafait
NA
Naqash Gerard (-)
TA
Talha Yousuf (-)
Umer Asgher
AD
Adnan Ul Hasan (-)
Conference: 11th International Conference on Applied Human Factors and Ergonomics
Citations: 5
Runway Detection And Localization In Aerial Images Using Deep Learning
JA
Javeria Akbar (-)
Muhammad Shahzad
Muhammad Imran Malik
AD
Adnan Ul-Hasan (National Center for Artificial Intelligence)
Faisal Shafait
Conference: Digital Image Computing: Techniques and Applications (DICTA)
Citations: N/A
FFD: Figure And Formula Detection From Document Images
JU
Junaid Younas (Kaiserslautern University of Technology)
SY
Syed Tahseen Raza Rizvi (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Faisal Shafait
PA
Paul Lukowicz (German Research Center for Artificial Intelligence)
S
Sheraz Ahmed (German Research Center for Artificial Intelligence)
JU
Junaid Younas (Kaiserslautern University of Technology)
SY
Syed Tahseen Raza Rizvi (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
Faisal Shafait
PA
Paul Lukowicz (German Research Center for Artificial Intelligence)
S
Sheraz Ahmed (German Research Center for Artificial Intelligence)
Conference: Digital Image Computing: Techniques and Applications (DICTA)
Citations: N/A
KINN: Incorporating Expert Knowledge in Neural Networks
CH
Chattha, MA (German Research Center for Artificial Intelligence)
SA
SA Siddiqui (German Research Center for Artificial Intelligence)
Muhammad Imran Malik
L
L van Elst (German Research Center for Artificial Intelligence)
A
A Dengel (German Research Center for Artificial Intelligence)
S
S Ahmed (German Research Center for Artificial Intelligence)
Conference: Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering
Citations: N/A
Combining Fine and Coarse Grained Classifiers for Diabetic Retinopathy Detection
BA
Bajwa, MN (German Research Center for Artificial Intelligence)
Y
Y Taniguchi (Osaka Prefecture University)
Muhammad Imran Malik
W
W Neumeier (Opthalmology Clinic)
A
A Dengel (German Research Center for Artificial Intelligence)
S
S Ahmed (German Research Center for Artificial Intelligence)
Conference: 23rd Conference on Medical Image Understanding and Analysis
Citations: N/A
What am I Writing: Classification of On-line Handwritten Sequences
JU
Junaid Younas (University of Kaiserslautern)
ST
Stefan Fritsch (University of Kaiserslautern)
GE
Gerald Pirkl (University of Kaiserslautern)
SH
Sheraz Ahmed (University of Kaiserslautern)
Muhammad Imran Malik
Faisal Shafait
P
Paul Lukowicz (University of Kaiserslautern)
Conference: Intelligent Environments 2018 Workshops: Rome, Italy
Citations: N/A
D-StaR: A Generic Method for Stamp Segmentation from Document Images
JU
Junaid Younas (University of Kaiserslautern)
M
Muhammad Zeshan Afzal (University of Kaiserslautern)
Muhammad Imran Malik
Faisal Shafait
PA
Paul Lukowicz (University of Kaiserslautern)
SH
Sheraz Ahmed (University of Kaiserslautern)
Conference: 14th IAPR International Conference on Document Analysis and Recognition held from 9-15 Nov 2017 in Japan
Citations: N/A
Table Detection using Deep Learning
AZ
Azka Gilani (-)
SH
Shah Rukh Qasim (-)
Muhammad Imran Malik
Faisal Shafait
Conference: 14th IAPR International Conference on Document Analysis and Recognition held from 9-15 Nov 2017 in Japan
Citations: N/A
AirScript - Creating Documents in Air
AY
Ayushman Dash (University of Kaiserslautern)
AM
Amit Sahu (University of Kaiserslautern)
RA
Rajveer Shringi (University of Kaiserslautern)
J
John Gamboa (University of Kaiserslautern)
M
Muhammad Zeshan Afzal (University of Kaiserslautern)
Muhammad Imran Malik
AN
Andreas Dengel (University of Kaiserslautern)
SH
Sheraz Ahmed (University of Kaiserslautern)
Conference: 14th IAPR International Conference on Document Analysis and Recognition held from 9-15 Nov 2017 in Japan
Citations: N/A
Automatic Signature Segmentation Using Hyper-spectral Imaging
Faisal Shafait
UM
Umair Muneer Butt (-)
SH
Sheraz Ahmad (German Research Center for Artificial Intelligence)
CH
Christian Nansen (University of California)
AJ
Ajmal Saeed Mian (The University of Western Australia)
Muhammad Imran Malik
Conference: 2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR)
Citations: N/A
Signature Verification: Recent Developments and Perspectives 2018
Muhammad Imran Malik
SH
Sheraz Ahmed (German Research Center for Artificial Intelligence GmbH)
AN
Andreas Dengel (German Research Center for Artificial Intelligence GmbH)
MA
Marcus Liwicki (German Research Center for Artificial Intelligence GmbH)
Book: Series in Machine Perception and Artificial Intelligence (Chapter 7, Pages 177-209)
Citations: N/A
SDG 9
Surface water pollution monitoring using the Internet of Things (IoT) and machine learning 2020
HA
Hamza Khurshid (-)
RAFIA MUMTAZ
NO
Noor Alvi (-)
Faisal Shafait
SH
Sheraz Ahmed (German Research Centre for Artificial Intelligence)
Muhammad Imran Malik
AN
Andreas Dengel (German Research Centre for Artificial Intelligence)
Quanita Kiran
Book: Book on AI for Emerging Verticals Human-Robot Computing, Sensing and Networking (Chapter 17, Pages 337-351)
Citations: N/A
N/A 2025
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Pattern Recognition 2025
Reviewed Papers for Journals
Impact Factor: 7.6
Heliyon 2025
Reviewed Papers for Journals
Impact Factor: 3.6
Computers in Biology and Medicine 2024
Reviewed Papers for Journals
Impact Factor: 6.3
Computerized Medical Imaging and Graphics 2024
Reviewed Papers for Journals
Impact Factor: 4.9
Heliyon 2024
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Impact Factor: 3.6
Automation in Construction 2025
Reviewed Papers for Journals
Impact Factor: 11.5
2022
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2022
Editor in Chief of Journal
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2022
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2023
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2023
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2023
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2023
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Sensors 2023
Edited Journal Issue / Proceeding / Book
Impact Factor: 3.9
2022
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Impact Factor: 0
International Journal on Document Analysis and Recognition 2021
Reviewed Papers for Journals
Impact Factor: 3.348
IEEE Transactions on Industrial Informatics 2021
Reviewed Papers for Journals
Impact Factor: 11.648
2019
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2020
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Impact Factor: 1.228
2020
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2020
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Impact Factor: 1.995
2019
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2019
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2019
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Impact Factor: 4.098
2019
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Impact Factor: 6.211
2019
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Impact Factor: -
2019
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2019
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2019
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2019
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2018
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