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Blend into
Visual Camouflage
This phrase often describes a deliberate attempt to go unnoticed visually by matching the surroundings. 
Not Just Literal
Sometimes used metaphorically to suggest avoiding attention or not standing out in a social setting. 
Avoiding Distraction
Often used in contexts where someone doesn't want to distract or draw focus away from something else. 