 These prizes earned Leroux a small bursary to go to Paris to study further, and he entered the École nationale supérieure des Beaux-Arts in 1849.He studied in the studio of François-Édouard Picot, producing copies of illustrations and museum works to supplement his income.He won the second prize in the Prix de Rome in 1857, staying in Rome from then until 1874.