Avoid a scene lacking photorealism and festive atmosphere. Discard elements that hinder realism or fail to contribute to the celebratory ambiance. Eliminate any unrealistic details or distracting elements, ensuring that the focus remains on the lifelike representation of the Chinese New Year celebration.