This might be a regional or colloquial way to use the imperfect, but when making hypotheses in daily speech, one can often substitute the conditional (which would be the natural conjugation) for the imperfect tense.
In this case, it is used when the speaker is telling (now) about a possibility he/she had considered in a situation past.
