Muhammad Talha Usman

According to our database, Muhammad Talha Usman authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Efficient Deepfake Detection via Layer-Frozen Assisted Dual Attention Network for Consumer Imaging Devices.

Muhammad Talha Usman, Habib Khan, Sushil Kumar Singh, Mi Young Lee, JaKeoung Koo

IEEE Trans. Consumer Electron., February, 2025

HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation.

Muhammad Talha Usman, Habib Khan, Haseeb Khan, Imad Rida, Xianxun Zhu, Jakeoung Koo

Image Vis. Comput., 2025

Bilateral Feature Fusion with hexagonal attention for robust saliency detection under uncertain environments.

Habib Khan, Muhammad Talha Usman, Jakeoung Koo

Inf. Fusion, 2025

Lightweight transformer-driven multi-scale trapezoidal attention network for saliency detection.

Muhammad Talha Usman, Habib Khan, Imad Rida, Jakeoung Koo

Eng. Appl. Artif. Intell., 2025

2024

Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset.

Habib Khan, Inam Ullah, Mohammad Shabaz, Muhammad Faizan Omer, Muhammad Talha Usman, Mohammed Seghir Guellil, Jakeoung Koo

Image Vis. Comput., 2024

Attention enhanced machine instinctive vision with human-inspired saliency detection.

Habib Khan, Muhammad Talha Usman, Imad Rida, Jakeoung Koo

Image Vis. Comput., 2024