Muhammad Imran Malik

81 papers A 12B 13Misc 3Journal 40Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SLUM-i: Semi-supervised Learning for Urban Mapping of Informal Settlements and Data Quality Benchmarking. CoRR Muhammad Taha Mukhtar, Syed Musa Ali Kazmi, Khola Naseem, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed, Muhammad Naseer Bajwa, Muhammad Imran Malik
2025	J	`jnl`	Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. Mach. Learn. Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	Brain-Gen: Towards Interpreting Neural Signals for Stimulus Reconstruction Using Transformers and Latent Diffusion Models. CoRR Hasib Aslam, Muhammad Talal Faiz, Muhammad Imran Malik
2025	J	`jnl`	Cloud segmentation in satellite imagery using attention-based deep learning. Multim. Tools Appl. Khola Naseem, Muhammad Imran Malik, Sheraz Ahmed
2025	J	`jnl`	KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. Expert Syst. Appl. Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	A Perspective Analysis of Handwritten Signature Technology. CoRR Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Rejean Plamondon
2024	J	`jnl`	Block Induced Signature Generative Adversarial Network (BISGAN): Signature Spoofing Using GANs and Their Evaluation. CoRR Haadia Amjad, Kilian Goeller, Steffen Seitz, Carsten Knoll, Muhammad Naseer Bajwa, Ronald Tetzlaff, Muhammad Imran Malik
2024	J	`jnl`	Endmember Analysis of Overlapping Handwritten Text in Hyperspectral Document Images. IEEE Access Hasan Irtaza Mirza, Saad Bin Ahmed, Roberto Solis-Oba, Muhammad Imran Malik
2024	J	`jnl`	Vision-Based 3-D Localization of UAV Using Deep Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mansoor Khurshid, Muhammad Shahzad, Hasan Ali Khattak, Muhammad Imran Malik, Muhammad Moazam Fraz
2023	—	`conf`	Adversarial Attacks on Convolutional Siamese Signature Verification Networks. ICDAR (4) Maham Jahangir, Muhammad Imran Malik, Faisal Shafait
2023	J	`jnl`	Analysis of Hyperspectral Data to Develop an Approach for Document Images. Sensors Zainab Zaman, Saad Bin Ahmed, Muhammad Imran Malik
2023	J	`jnl`	Developing Resilient Cyber-Physical Systems: A Review of State-of-the-Art Malware Detection Approaches, Gaps, and Future Directions. Comput. Muhammad Imran Malik, Ahmed Ibrahim, Peter Hannay, Leslie F. Sikos
2023	J	`jnl`	Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction. Complex Intell. Syst. Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Few-Shot Learning for Biometric Verification. CoRR Umaid M. Zaffar, Marium Aslam, Muhammad Imran Malik, Saad Bin Ahmed
2022	J	`jnl`	KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021	Misc	`conf`	Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. DICTA Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki
2021	—	`conf`	ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	Learning the micro deformations by max-pooling for offline signature verification. Pattern Recognit. Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida
2021	J	`jnl`	Multi-view gait recognition system using spatio-temporal features and deep learning. Expert Syst. Appl. Saba Gul, Muhammad Imran Malik, Gul Muhammad Khan, Faisal Shafait
2021	J	`jnl`	Sense the pen: Classification of online handwritten sequences (text, mathematical expression, plot/graph). Expert Syst. Appl. Junaid Younas, Muhammad Imran Malik, Sheraz Ahmed, Faisal Shafait, Paul Lukowicz
2021	J	`jnl`	UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation Nosheen Abid, Muhammad Shahzad, Muhammad Imran Malik, Ulrich Schwanecke, Adrian Ulges, György Kovács, Faisal Shafait
2020	J	`jnl`	Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	—	`conf`	Detection of Subject Attention in an Active Environment Through Facial Expressions Using Deep Learning Techniques and Computer Vision. AHFE (1) Naqash Gerard, Talha Yousuf, Ahmed Husnain Johar, Umer Asgher, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
2020	—	`conf`	Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	Named Entity Recognition in Semi Structured Documents Using Neural Tensor Networks. DAS Khurram Shehzad, Adnan Ul-Hasan, Muhammad Imran Malik, Faisal Shafait
2020	—	`conf`	Offline Signature Verification Using Feature Learning and One-Class Classification. MedPRAI Safia Shabbir, Muhammad Imran Malik, Imran Siddiqi
2020	B	`conf`	On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019	J	`jnl`	A Perspective Analysis of Handwritten Signature Technology. ACM Comput. Surv. Moisés Díaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Réjean Plamondon
2019	A	`conf`	A Robust Hybrid Approach for Textual Document Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	A Robust Hybrid Approach for Textual Document Classification. CoRR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019	—	`conf`	DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	Misc	`conf`	FFD: Figure and Formula Detection from Document Images. DICTA Junaid Younas, Syed Tahseen Raza Rizvi, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
2019	—	`conf`	KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	KINN: Incorporating Expert Knowledge in Neural Networks. CoRR Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	Misc	`conf`	Runway Detection and Localization in Aerial Images using Deep Learning. DICTA Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait
2019	A	`conf`	Two Stream Deep Network for Document Image Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2018	J	`jnl`	3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor. Sensors Jameel Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait, Muhammad Imran Malik, Didier Stricker
2018	J	`jnl`	DeCNT: Deep Deformable CNN for Table Detection. IEEE Access Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2018	J	`jnl`	Forensic Analysis of a Crash-Damaged Cheerson CX-20 Auto Pathfinder Drone. J. Digit. Forensics Secur. Law Ian McAteer, Peter Hannay, Muhammad Imran Malik, Zubair A. Baig
2018	J	`jnl`	Preparing for Secure Wireless Medical Environment in 2050: A Vision. IEEE Access Muhammad Imran Malik, Ian McAteer, Peter Hannay, Zubair A. Baig
2018	B	`conf`	What Am I Writing: Classification of On-Line Handwritten Sequences. Intelligent Environments (Workshops) Junaid Younas, Stefan Fritsch, Gerald Pirkl, Sheraz Ahmed, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz
2017	A	`conf`	AirScript - Creating Documents in Air. ICDAR Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2017	J	`jnl`	AirScript - Creating Documents in Air. CoRR Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel
2017	A	`conf`	D-StaR: A Generic Method for Stamp Segmentation from Document Images. ICDAR Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed
2017	J	`jnl`	Determinants of cyberloafing: a comparative study of a public and private sector organization. Internet Res. Zill-e-Huma, Saddam Hussain, Thurasamy Ramayah, Muhammad Imran Malik
2017	A	`conf`	Table Detection Using Deep Learning. ICDAR Azka Gilani, Shah Rukh Qasim, Muhammad Imran Malik, Faisal Shafait
2016	J	`jnl`	A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki
2016	B	`conf`	Automatic Signature Segmentation Using Hyper-Spectral Imaging. ICFHR Umair Muneer Butt, Sheraz Ahmed, Faisal Shafait, Christian Nansen, Ajmal Saeed Mian, Muhammad Imran Malik
2016	J	`jnl`	Online word-of-mouth antecedents, attitude and intention-to-purchase electronic products in Pakistan. Telematics Informatics Alina Baber, Thurasamy Ramayah, Muhammad Imran Malik, Bushra Sadiq, Samina Islam, Muhammad Sajjad
2015	—	`—`	Automatic Signature Verification: Bridging the Gap between Existing Pattern Recognition Methods and Forensic Science. Muhammad Imran Malik
2015	A	`conf`	Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	A	`conf`	ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015). ICDAR Muhammad Imran Malik, Sheraz Ahmed, Angelo Marcelli, Umapada Pal, Michael Blumenstein, Linda Alewijnse, Marcus Liwicki
2014	B	`conf`	Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida, Volkmar Frinken
2014	B	`conf`	Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance. ICFHR Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
2013	A	`conf`	FREAK for Real Time Forensic Signature Verification. ICDAR Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013). ICDAR Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Wataru Ohyama, Michael Blumenstein, Bryan Found
2013	—	`conf`	Local Features for Forensic Signature Verification. ICIAP Workshops Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	Online Signature Analysis Based on Accelerometric and Gyroscopic Pens and Legendre Series. ICDAR Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
2013	A	`conf`	Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification. ICDAR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	—	`ed.`	Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, AFHA 2013, Washington DC, USA, 22-23 August 2013 AFHA Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Michael Blumenstein, Charles E. H. Berger, Reinoud Stoel, Bryan Found
2012	B	`conf`	A Signature Verification Framework for Digital Pen Applications. Document Analysis Systems Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2012	B	`conf`	From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems. ICFHR Muhammad Imran Malik, Marcus Liwicki
2012	B	`conf`	ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012). ICFHR Marcus Liwicki, Muhammad Imran Malik, Linda Alewijnse, C. Elisa van den Heuvel, Bryan Found
2012	B	`conf`	Signature Segmentation from Document Images. ICFHR Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2011	—	`conf`	Evaluation of Local and Global Features for Offline Signature Verification. AFHA Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2011	A	`conf`	Signature Verification Competition for Online and Offline Skilled Forgeries (SigComp2011). ICDAR Marcus Liwicki, Muhammad Imran Malik, C. Elisa van den Heuvel, Xiaohong Chen, Charles E. H. Berger, Reinoud Stoel, Michael Blumenstein, Bryan Found
2010	B	`conf`	Forensic Signature Verification Competition 4NSigComp2010 - Detection of Simulated and Disguised Signatures. ICFHR Marcus Liwicki, C. Elisa van den Heuvel, Bryan Found, Muhammad Imran Malik