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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Bilal Abdulrahman

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Review Open access Jul 2026

A Survey on Action Recognition: Multimodal Approaches, Ethical Considerations, and Feedback Mechanisms

This paper provides a comprehensive survey of the current state of action recognition, focusing specifically on three open-world challenges: the integration of multimodalities, the ethical and social implications of these technologies, and the utilization of feedback mechanisms to enhance model performance.

Bilal Abdulrahman, Zhigang Zhu, Alison Conway · 0 citations
Open access Aug 2026

Improving Right to Left Cursive Handwritten Text Recognition in Historical Manuscripts Using Learnable Edge Features and Channel Attention

An edge-aware line-level HTR framework that extends a CNN-Transformer baseline with a learnable edge-extraction channel and Squeeze-and-Excitation channel attention and shows that combining learnable structural cues with channel-wise attention has improved robustness for degradation-prone historical manuscript collections.

Bilal Abdulrahman, Farhan Mohamed · 0 citations

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