Clubs will also face partial closure of stadiums for a first incident of racist abuse by fans and a full closure for a second offence plus far tougher financial penalties.
The new sanctions, discussed by UEFA's Executive Committee but not revealed until Wednesday, would initially affect all matches in European competition, with UEFA hoping that its members will adopt the same punishments in domestic competitions.
Infantino, the opening speaker at the Soccerex European Forum in Manchester, told delegates: "We have to have sanctions and they must have a deterrent effect and what we are proposing is if a player or official is convicted of racism they should receive a 10-match suspension at least.
"If supporters at a club are found guilty of racist abuse, the first sanction will be a partial closure of the part of the stadium from which the racist abuse took place.
"For a second offence, there will be the full closure and a minimum fine of 50,000 euros."
A number of high profile racist issues have had huge impact in the recent past with Chelsea's John Terry banned for four matches and Liverpool's Luis Suarez for eight games for offences in England.
Kevin-Prince Boateng of AC Milan led his team off the field after racist abuse during a friendly match in Italy against lower league club Pro Patria in January and Infantino said they backed Boateng's stance but hoped it would not happen again.
He also said that all of UEFA's member nations would be asked to implement the same sanctions for their domestic competitions when the executive committee presents a proposal at the UEFA Congress in London next month.
As it stands, UEFA's statutes allow a minimum sanction of a five-match ban on a player who is guilty of racist abuse although Infantino agreed this had never been implemented.
"If there is racist abuse, the referee is empowered to take the players off the pitch and a public announcement will be made to tell the fans to stop the abuse.
"The players will then return to the field, but if it continues the referee has the authority to abandon the match. If that happens, sanctions regarding the result and points deductions would be considered," he explained.
Although not refererring directly to the Kiev case, when asked about UEFA's tougher stance on racism, Infantino replied:
"We are taking this fight against racism very seriously and have a policy of zero tolerance towards it. We want to take concrete action, not just use words.
"If you think about, when you fine a club for the abuse of the fans, you don't really directly deal with those who were guilty of the racism - the abusive fans and so we will impose, in the first instance, a partial closure of the stadium in which the racist abuse has taken place."
