The poverty line sets a minimum level of consumption. These people are consuming above that threshold, so i don't think the government counts them as poor.
> If it weren't, consumption would be equal to income + change in net worth.
You're forgetting change in asset prices. If i own a house, and consume all my income, my net worth can still change if the price of the house changes.