The 41-year-old coach says the Galatasaray striker remains in his future plans for Cote d'Ivoire despite the shock decision to drop the star ahead of Saturday's game with Gambia
The 35-year-old was the shock exclusion when Lamouchi named his 28-man squad on Monday and, following the news of Drogba's absence, rumours of his retirement began to circulate.
However, speaking to reporters at a press conference in Abidjan, the coach said the omission was linked to the striker's form but says the door will remain open on a possible return to the international stage.
“Within eight months Drogba played for three clubs in three continents. This affected his form, and it is visible. He is currently working hard at his new club Galatasaray to recover his form," he said.
"Drogba’s absence does not mean any humiliation. He will come back to the fold and help us qualify for the 2014 Fifa World Cup."
Lamouchi's decision to exclude the star has divided opinion within the African media, with some heralding the coach's courage to omit such a high-profile figure while others believe the former Chelsea striker could still aid Cote d'Ivoire's push for World Cup qualification.
The Elephants currently lead their group in World Cup qualifying and resume their campaign on Saturday by welcoming Gambia to Felix Houphouet Boigny Stadium.