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Semantic Context Matters: Analysis of Color Names Across Domains
Adilet Yerkin, Elnara Kadyrgali, Malika Ziyada +5
Color naming is influenced not only by physical color values but also by the semantic context in which colors are used. This paper investigates context-dependent color naming by ma…
Beyond Color Geometry: Evaluating Human-Like Color Representations in Vision Models
Ayan Igali, Pakizar Shamoi
The paper assesses how closely vision models represent colors compared to human perceptual judgments by using a fuzzy model with graded color categories, and finds that masked auto…
Color Models in Image Processing: A Review and Experimental Comparison
Muragul Muratbekova, Nuray Toganas, Ayan Igali +4
Color representation is essential in computer vision and human-computer interaction. There are multiple color models available. The choice of a suitable color model is critical for…
Fuzzy Theory in Computer Vision: A Review
Adilet Yerkin, Ayan Igali, Elnara Kadyrgali +4
Computer vision applications are omnipresent nowadays. The current paper explores the use of fuzzy logic in computer vision, stressing its role in handling uncertainty, noise, and…
COLIBRI Fuzzy Model: Color Linguistic-Based Representation and Interpretation
Pakizar Shamoi, Nuray Toganas, Muragul Muratbekova +7
Colors are omnipresent in today's world and play a vital role in how humans perceive and interact with their surroundings. However, it is challenging for computers to imitate human…