Absolutely not. If there's not enough information available, there's not enough information, full stop.
Plausible (i.e. "good looking" or "believable") results are not the same as actual data, which is why enhance wouldn't work on vehicle licence plates or faces for example.
Sure, the result might be a plausible looking face or text, but it's still not a valid representation of what was originally captured. That's the danger with using such methods for extracting actual information - it looks fine and is suitable for decorative purposes, but nothing else.
Plausible (i.e. "good looking" or "believable") results are not the same as actual data, which is why enhance wouldn't work on vehicle licence plates or faces for example.
Sure, the result might be a plausible looking face or text, but it's still not a valid representation of what was originally captured. That's the danger with using such methods for extracting actual information - it looks fine and is suitable for decorative purposes, but nothing else.