Defender Rodgers, on loan from Hull, headed home on 45 minutes, while substitute Husin, who signed from Crystal Palace on Tuesday, had an easy tap-in to secure a vital three points for Stanley and plunge Kevin Nolan's side deeper into trouble.
The first chance fell to County striker Jon Stead when he raced free onto a ball forward, beat keeper Marek Rodak and fired goalwards only for Mark Hughes to scramble the ball out for a corner.
Stanley then had two good chances but were denied both times by the fingertips of goalkeeper Adam Collin.
He spectacularly kept out a long-range Sean Clare strike and minutes later he prevented an own goal as Richard Duffy got to the ball first in a challenge with Billy Kee.
The Reds took the lead just before the break when Sean McConville got the ball on the left and floated in a cross which Rodgers headed home from close range for his first Stanley goal.
County pressed at the start of the second half with Adam Campbell's low drive blocked from their best chance.
Rommy Boco could have increased Stanley's lead but was once again denied by Collin at the near post, while Kee's fierce strike was well held by the goalkeeper.
Former Newcastle striker Shola Ameobi came on for the Magpies on 69 minutes after signing a short-term deal, but it was Stanley who had the final say on 80 minutes.
Substitute Jonny Edwards charged forward, forcing a good save out of Collin but he could only push it out to Husin who tapped home on debut to give Stanley their first home league win since October.
Report supplied by the Press Association
Match ends, Accrington Stanley 2, Notts County 0.
Second Half ends, Accrington Stanley 2, Notts County 0.
Jonathan Edwards (Accrington Stanley) wins a free kick in the defensive half.
Foul by Richard Duffy (Notts County).
Corner,  Notts County. Conceded by Harvey Rodgers.
Billy Kee (Accrington Stanley) hits the bar with a right footed shot from the centre of the box.
Sean McConville (Accrington Stanley) wins a free kick on the left wing.
Foul by Adam Campbell (Notts County).
Tahvon Campbell (Notts County) wins a free kick in the defensive half.
Foul by Noor Husin (Accrington Stanley).
Corner,  Notts County. Conceded by Harvey Rodgers.
Attempt missed. Jon Stead (Notts County) left footed shot from outside the box is close, but misses to the left.
Delay in match Richard Duffy (Notts County) because of an injury.
Goal!  Accrington Stanley 2, Notts County 0. Noor Husin (Accrington Stanley) left footed shot from the centre of the box to the centre of the goal.
Corner,  Notts County. Conceded by Mark Hughes.
Foul by Seamus Conneely (Accrington Stanley).
Michael O'Connor (Notts County) wins a free kick in the defensive half.
Corner,  Accrington Stanley. Conceded by Richard Duffy.
Attempt saved. Jonathan Edwards (Accrington Stanley) header from the centre of the box is saved in the centre of the goal.
Corner,  Accrington Stanley. Conceded by Matt Tootle.
Foul by Shola Ameobi (Notts County).
Seamus Conneely (Accrington Stanley) wins a free kick in the attacking half.
Attempt missed. Billy Kee (Accrington Stanley) right footed shot from the centre of the box misses to the right.
Shola Ameobi (Notts County) is shown the yellow card.
Jonathan Edwards (Accrington Stanley) wins a free kick in the defensive half.
Foul by Michael O'Connor (Notts County).
Substitution, Accrington Stanley. Jonathan Edwards replaces Shay McCartan.
Substitution, Notts County. Tahvon Campbell replaces Mark Yeates.
Substitution, Notts County. Shola Ameobi replaces Jonathan Forte.
Substitution, Accrington Stanley. Noor Husin replaces Sean Clare.
Richard Duffy (Notts County) wins a free kick in the attacking half.
Foul by Janoi Donacien (Accrington Stanley).
Corner,  Notts County. Conceded by Romuald Boco.
Attempt saved. Billy Kee (Accrington Stanley) right footed shot from outside the box is saved in the centre of the goal.
Attempt missed. Adam Campbell (Notts County) right footed shot from outside the box is high and wide to the right.
Foul by Mark Hughes (Accrington Stanley).
Jon Stead (Notts County) wins a free kick in the attacking half.
Attempt missed. Billy Kee (Accrington Stanley) right footed shot from the centre of the box is just a bit too high.
Corner,  Accrington Stanley. Conceded by Adam Collin.
Attempt saved. Romuald Boco (Accrington Stanley) right footed shot from the left side of the box is saved in the bottom left corner.
Loan players Harvey Rodgers and Noor Husin secured Accrington a home win over Notts County in their League Two relegation battle.