AINeutralarXiv – CS AI · 7h ago6/10
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Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories
A comprehensive survey paper examines how computer vision systems classify images into high-level and abstract categories, revealing that current approaches struggle with conceptual understanding beyond simple visual features. The research identifies key challenges including dataset limitations and the need for hybrid AI systems that integrate supplementary information to better handle abstract concepts like emotions, aesthetics, and ideologies.