The move comes as snatch theft cases recorded almost a 50 per cent rise in the first four months this year compared to 2015.
Deputy Home Minister Jazlan Mohamed said the existing CCTV cameras were ineffective for the purpose as they only provided visual capabilities.
"We are looking at installation of cameras at hotspots that allow for facial recognition," he told reporters.
"This will allow us to develop a database of the people coming and going into the area which can then be cross-referenced with the police database," he said.
This represented a 48.7 per cent increase in snatch theft cases.
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