Explainable image recognition with graph-based feature extraction

• Main Authors: Azam, Basim, Kuttichira, Deepthi P., Verma, Brijesh, Rahman, Ashfaqur, Wang, Lipo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2025
• Subjects: Engineering; Graph neural networks; Convolutional neural networks
• Online Access: https://hdl.handle.net/10356/182189
• Institution: Nanyang Technological University

Deep learning models have proven remarkably adept at extracting salient features from raw data, driving state-of-the-art performance across many domains. However, these models suffer from a lack of interpretability; they function as black boxes, obscuring the feature-level support of their predictio...