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ORCIDUsman Muhammad
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2020 – today
- 2024
[j10]Usman Muhammad, Mourad Oussalah
, Jorma Laaksonen:
Saliency-based video summarization for face anti-spoofing. Pattern Recognit. Lett. 185: 190-196 (2024)- [c8]Yuvrajsinh Chudasama, Usman Muhammad, Ville Mayra, Florent Guiotte, Jorma Laaksonen:
A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery. IGARSS 2024: 1226-1230 - [c7]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:
Compute Engine Testing with Privacy-Compliant Production-Like Synthetic Data. VLDB Workshops 2024 - 2023
- [j9]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: 105004 (2023) - [j8]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: 110985 (2023) - [c6]Usman Muhammad, Mourad Oussalah:
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. FG 2023: 1-6 - [c5]Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen:
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA 2023: 1-6 - [i6]Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah:
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. CoRR abs/2301.02145 (2023) - [i5]Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen:
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. CoRR abs/2307.02858 (2023) - [i4]Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen:
Saliency-based Video Summarization for Face Anti-spoofing. CoRR abs/2308.12364 (2023) - [i3]Usman Muhammad, Mourad Oussalah, Jorma Laaksonen:
Semi-Supervised learning for Face Anti-Spoofing using Apex frame. CoRR abs/2309.04958 (2023) - 2022
- [j7]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: 200157 (2022) - [j6]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): 2131-2141 (2022) - [j5]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: 108207 (2022) - [j4]Usman Muhammad, Zitong Yu, Jukka Komulainen:
Self-supervised 2D face presentation attack detection via temporal sequence sampling. Pattern Recognit. Lett. 156: 15-22 (2022) - [j3]Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah:
Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote. Sens. 14(23): 5913 (2022) - [i2]Usman Muhammad, Mourad Oussalah:
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. CoRR abs/2208.13070 (2022) - [i1]Usman Muhammad, Mourad Oussalah:
Face Anti-Spoofing from the Perspective of Data Sampling. CoRR abs/2208.13164 (2022)
2010 – 2019
- 2019
- [j2]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): 395-403 (2019) - [c4]Usman Muhammad, Tuomas Holmberg, Wheidima Carneiro de Melo, Abdenour Hadid:
Face Anti-Spoofing via Sample Learning Based Recurrent Neural Network (RNN). BMVC 2019: 113 - [c3]Usman Muhammad, Abdenour Hadid:
Face Anti-spoofing using Hybrid Residual Learning Framework. ICB 2019: 1-7 - 2018
- [c2]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: 629-636 - [c1]Usman Muhammad, Weiqiang Wang, Shahbaz Pervaiz Chattha, Sajid Ali:
Pre-trained VGGNet Architecture for Remote-Sensing Image Scene Classification. ICPR 2018: 1622-1627 - 2016
- [j1]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): 289-299 (2016)
Coauthor Index
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