Usman Muhammad

38 papers A 1B 4C 1Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Dual-Domain Convolutional Network for Hyperspectral Single-Image Super-Resolution. CoRR Murat Karayaka, Usman Muhammad, Jorma Laaksonen, Md. Ziaul Hoque, Tapio Seppänen
2025	J	`jnl`	A Fusion-Guided Inception Network for Hyperspectral Image Super-Resolution. CoRR Usman Muhammad, Jorma Laaksonen
2025	—	`conf`	DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution. EUSIPCO Usman Muhammad, Jorma Laaksonen
2025	J	`jnl`	DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution. CoRR Usman Muhammad, Jorma Laaksonen
2025	J	`jnl`	Effect of Enhancement Material on the Performance of Ground Electrodes Under Impulse Conditions. IEEE Access Usman Muhammad, Nurul Nadia Ahmad, Normiza Mohamad Nor, Fazlul Aman
2025	J	`jnl`	Enhancing Heart Attack Prediction: Feature Identification from Multiparametric Cardiac Data Using Explainable AI. Algorithms Muhammad Waqar, Muhammad Bilal Shahnawaz, Sajid Saleem, Hassan Dawood, Usman Muhammad, Hussain Dawood
2025	J	`jnl`	Hierarchical Deep Learning for Comprehensive Epileptic Seizure Analysis: From Detection to Fine-Grained Classification. Inf. Peter Akor, Godwin Enemali, Usman Muhammad, Rajiv Ranjan Singh, Hadi Larijani
2025	J	`jnl`	Hybrid Deep Learning for Hyperspectral Single Image Super-Resolution. CoRR Usman Muhammad, Jorma Laaksonen
2025	J	`jnl`	Hybrid Deep Learning for Hyperspectral Single-Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. Usman Muhammad, Jorma Laaksonen
2025	—	`conf`	Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network. SSP Usman Muhammad, Jorma Laaksonen, Lyudmila Mihaylova
2025	J	`jnl`	Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network. CoRR Usman Muhammad, Jorma Laaksonen, Lyudmila Mihaylova
2025	J	`jnl`	Transformer-Based Spatio-Temporal Framework for Forecasting Natural Gas Demand in the Power Sector. IEEE Access Muhammad Salman Saeed, Salman Raza, Haseeb Ahmad, Usman Muhammad, Hassan Dawood, Hussain Dawood
2024	C	`conf`	A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery. IGARSS Yuvrajsinh Chudasama, Usman Muhammad, Ville Mayra, Florent Guiotte, Jorma Laaksonen
2024	—	`conf`	Compute Engine Testing with Privacy-Compliant Production-Like Synthetic Data. VLDB Workshops Yu Liu, Jiangnan Cheng, Steve Chuck, Lyublena Antova, Yurgis Baykshtis, Matt David, Ge Gao, Mehrdad Honarkhah, Kuan-Sung Huang, Chen-Kuei Lee, Usman Muhammad, Shihao Peng, Andrii Rosa, Rebecca Schlussel, Michael Shang, Kelvin Silva, Brandon Vo, Zac Wen, Yihao Zhou
2024	J	`jnl`	Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. Int. J. Comput. Vis. Usman Muhammad, Jorma Laaksonen, Djamila Romaissa Beddiar, Mourad Oussalah
2024	B	`conf`	Evaluating Text Summarization Techniques and Factual Consistency with Language Models. IEEE Big Data Md. Moinul Islam, Usman Muhammad, Mourad Oussalah
2024	B	`conf`	Public Sentiment on Security Cameras. IEEE Big Data M. Fahad Khalid, Usman Muhammad, R. Saugmann Andersen, Mourad Oussalah
2024	J	`jnl`	Saliency-based video summarization for face anti-spoofing. Pattern Recognit. Lett. Usman Muhammad, Mourad Oussalah, Jorma Laaksonen
2023	J	`jnl`	A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging. Knowl. Based Syst. Djamila Romaissa Beddiar, Mourad Oussalah, Usman Muhammad, Tapio Seppänen
2023	J	`jnl`	AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. Int. J. Medical Informatics Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah
2023	—	`conf`	Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
2023	J	`jnl`	Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. CoRR Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
2023	J	`jnl`	Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. CoRR Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah
2023	J	`jnl`	Saliency-based Video Summarization for Face Anti-spoofing. CoRR Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen
2023	B	`conf`	Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. FG Usman Muhammad, Mourad Oussalah
2023	J	`jnl`	Semi-Supervised learning for Face Anti-Spoofing using Apex frame. CoRR Usman Muhammad, Mourad Oussalah, Jorma Laaksonen
2022	J	`jnl`	An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah
2022	J	`jnl`	Face Anti-Spoofing from the Perspective of Data Sampling. CoRR Usman Muhammad, Mourad Oussalah
2022	J	`jnl`	Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote. Sens. Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah
2022	J	`jnl`	SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images. Knowl. Based Syst. Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder
2022	J	`jnl`	Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. CoRR Usman Muhammad, Mourad Oussalah
2022	J	`jnl`	Self-supervised 2D face presentation attack detection via temporal sequence sampling. Pattern Recognit. Lett. Usman Muhammad, Zitong Yu, Jukka Komulainen
2019	J	`jnl`	Bag of words KAZE (BoWK) with two-step classification for high-resolution remote sensing images. IET Comput. Vis. Usman Muhammad, Weiqiang Wang, Abdenour Hadid, Shahbaz Pervez
2019	A	`conf`	Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN). BMVC Usman Muhammad, Tuomas Holmberg, Wheidima Carneiro de Melo, Abdenour Hadid
2019	—	`conf`	Face Anti-spoofing using Hybrid Residual Learning Framework. ICB Usman Muhammad, Abdenour Hadid
2018	—	`conf`	An approach for implementing key performance indicators of a discrete manufacturing simulator based on the ISO 22400 standard. ICPS Usman Muhammad, Borja Ramis Ferrer, Wael M. Mohammed, Jose L. Martinez Lastra
2018	B	`conf`	Pre-trained VGGNet Architecture for Remote-Sensing Image Scene Classification. ICPR Usman Muhammad, Weiqiang Wang, Shahbaz Pervez Chattha, Sajid Ali
2016	J	`jnl`	Estimation of Joints Performance in Human Running through Mocap Data. J. Comput. Sajid Ali, Mingquan Zhou, Zhongke Wu, Usman Muhammad, M. Azam Zai, Murad Ali Shah