Officers released new video on Wednesday showing the suspect setting a porch of a West Philadelphia home on fire.
It happened back in November on the 1400 block of North 61st Street.
A 67-year-old bedridden resident was inside the home.
The resident couldn't escape and died in the fire.
Police say the suspect is considered armed and dangerous.