Since the paparazzi photos were published by Croatian media over the weekend, players have refused to speak to the media.
"The players are talking about that theme, but we want them to concentrate on the match against Cameroon," assistant coach Robert Kovac said on Tuesday.
"If those photos were not published, they would be thinking about Cameroon. Like this, they are distracted by things outside the pitch."
"That was a private thing," he said. "They had a day off and they relaxed a bit. It was not appropriate by photographers to abuse the situation."
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Meanwhile, the stakes will be high in Wednesday's Group A game at the Arena da Amazonia in Manaus, as both sides lost their opening match. Croatia was beaten 3-1 by Brazil, while Cameroon went down 1-0 to Mexico.
"I don't want to deal with that," Croatia coach Niko Kovac said late Tuesday in Manaus. "That's behind us."
Robert Kovac said the match in the Brazilian rainforest could be won by the team which copes better with the hot and humid conditions.