Usman Muhammad

According to our database, Usman Muhammad authored at least 19 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging.

Djamila Romaissa Beddiar, Mourad Oussalah, Usman Muhammad, Tapio Seppänen

Knowl. Based Syst., November, 2023

AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments.

Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah

Int. J. Medical Informatics, April, 2023

Semi-Supervised learning for Face Anti-Spoofing using Apex frame.

Usman Muhammad, Mourad Oussalah, Jorma Laaksonen

CoRR, 2023

Saliency-based Video Summarization for Face Anti-spoofing.

Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen

CoRR, 2023

Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection.

Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah

CoRR, 2023

Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing.

Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets.

Usman Muhammad, Mourad Oussalah

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022

Patch-Based Discriminative Learning for Remote Sensing Scene Classification.

Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah

Remote. Sens., December, 2022

Self-supervised 2D face presentation attack detection via temporal sequence sampling.

Usman Muhammad, Zitong Yu, Jukka Komulainen

Pattern Recognit. Lett., 2022

SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images.

Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder

Knowl. Based Syst., 2022

Sign language digits and alphabets recognition by capsule networks.

Hongwang Xiao, Yun Yang, Ke Yu, Jiao Tian, Xinyi Cai, Usman Muhammad, Jinjun Chen

J. Ambient Intell. Humaniz. Comput., 2022

An effective explainable food recommendation using deep image clustering and community detection.

Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah

Intell. Syst. Appl., 2022

Face Anti-Spoofing from the Perspective of Data Sampling.

Usman Muhammad, Mourad Oussalah

CoRR, 2022

2019

Bag of words KAZE (BoWK) with two-step classification for high-resolution remote sensing images.

Usman Muhammad, Weiqiang Wang, Abdenour Hadid, Shahbaz Pervez

IET Comput. Vis., 2019

Face Anti-spoofing using Hybrid Residual Learning Framework.

Usman Muhammad, Abdenour Hadid

Proceedings of the 2019 International Conference on Biometrics, 2019

Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN).

Usman Muhammad, Tuomas Holmberg, Wheidima Carneiro de Melo, Abdenour Hadid

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Pre-trained VGGNet Architecture for Remote-Sensing Image Scene Classification.

Usman Muhammad, Weiqiang Wang, Shahbaz Pervaiz Chattha, Sajid Ali

Proceedings of the 24th International Conference on Pattern Recognition, 2018

An approach for implementing key performance indicators of a discrete manufacturing simulator based on the ISO 22400 standard.

Usman Muhammad, Borja Ramis Ferrer, Wael M. Mohammed, Jose L. Martinez Lastra

Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2016

Estimation of Joints Performance in Human Running through Mocap Data.

Sajid Ali, Mingquan Zhou, Zhongke Wu, Usman Muhammad, M. Azam Zai, Murad Ali Shah

J. Comput., 2016