Usman Muhammad

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 21

Top Topics

Top Venues

Knowl. Based Syst.

Int. J. Medical Informatics

Publications

Usman Muhammad, Mourad Oussalah
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. FG (2023)
Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. CoRR (2023)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA (2023)
Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah
AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. Int. J. Medical Informatics 172 (2023)
Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen
Saliency-based Video Summarization for Face Anti-spoofing. CoRR (2023)
Djamila Romaissa Beddiar, Mourad Oussalah, Usman Muhammad, Tapio Seppänen
A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging. Knowl. Based Syst. 280 (2023)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. CoRR (2023)
Usman Muhammad, Mourad Oussalah, Jorma Laaksonen
Semi-Supervised learning for Face Anti-Spoofing using Apex frame. CoRR (2023)
Usman Muhammad, Mourad Oussalah
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. CoRR (2022)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder
SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images. Knowl. Based Syst. 241 (2022)
Usman Muhammad, Zitong Yu, Jukka Komulainen
Self-supervised 2D face presentation attack detection via temporal sequence sampling. Pattern Recognit. Lett. 156 (2022)
Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah
Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote. Sens. 14 (23) (2022)
Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah
An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. 16 (2022)
Hongwang Xiao, Yun Yang, Ke Yu, Jiao Tian, Xinyi Cai, Usman Muhammad, Jinjun Chen
Sign language digits and alphabets recognition by capsule networks. J. Ambient Intell. Humaniz. Comput. 13 (4) (2022)
Usman Muhammad, Mourad Oussalah
Face Anti-Spoofing from the Perspective of Data Sampling. CoRR (2022)
Usman Muhammad, Abdenour Hadid
Face Anti-spoofing using Hybrid Residual Learning Framework. ICB (2019)
Usman Muhammad, Tuomas Holmberg, Wheidima Carneiro de Melo, Abdenour Hadid
Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN). BMVC (2019)
Usman Muhammad, Weiqiang Wang, Abdenour Hadid, Shahbaz Pervez
Bag of words KAZE (BoWK) with two-step classification for high-resolution remote sensing images. IET Comput. Vis. 13 (4) (2019)
Usman Muhammad, Weiqiang Wang, Shahbaz Pervaiz Chattha, Sajid Ali
Pre-trained VGGNet Architecture for Remote-Sensing Image Scene Classification. ICPR (2018)
Usman Muhammad, Borja Ramis Ferrer, Wael M. Mohammed, Jose L. Martinez Lastra
An approach for implementing key performance indicators of a discrete manufacturing simulator based on the ISO 22400 standard. ICPS (2018)
Sajid Ali, Mingquan Zhou, Zhongke Wu, Usman Muhammad, M. Azam Zai, Murad Ali Shah
Estimation of Joints Performance in Human Running through Mocap Data. J. Comput. 11 (4) (2016)