Understanding High-Level Visual Semantics in Computer Vision: A Survey of Abstract Concepts in Image Classification

This survey paper explores the ambiguity surrounding high-level visual understanding in Computer Vision, focusing on Abstract Concepts (ACs) in automatic image classification. The authors clarify the tacit understanding of high-level semantics and highlight challenges and opportunities in AC-based image classification.