A catalyst component for olefin polymerization, comprising magnesium, titanium, halogen and an internal electron donor, wherein the internal electron donor comprises one or more imine compounds selected from the group consisting of 2-[1-(2,6-diisopropylphenylimino)ethyl]-1-(2,6-diisopropylphenylimino)cyclohexane, 2-[1-(2,6-dimethylphenylimino)ethyl]-1-(2,6-dimethylphenylimino)cyclohexane, 2-[1-(2,6-dichlorophenylimino)ethyl]-1-(2,6-diisopropylphenylimino)cyclohexane, 2-[1-(2,6-dimethylphenylimino)ethyl]-1-(2,6-diisopropylphenylimino)cyclohexane, 2-[1-(phenylimino)ethyl]-1-(2,6-diisopropylphenylimino)cyclohexane, 2-[1-(phenylimino)ethyl]-1-(2,6-dimethylphenylimino)cyclohexane, 2,4-diphenyliminopentane, 2,4-di(2,6-diisopropylphenylimino)pentane, 2,4-dinaphthyliminopentane, 2,4-di(2,6-dimethylphenylimino)pentane, 2,4-dibutyliminopentane, 2,4-di(2,4-dichlorophenylimino)pentane, 2,4-di(4-trifluoromethylphenylimino)pentane, 3,5-diphenyliminoheptane, 3,5-di(2,6-diisopropylphenylimino)heptane, 3,5-di(2,6-dimethylphenylimino)heptane, 3,5-dibutyliminoheptane, 2,4-di(8-quinolylimino)pentane, 2,4-di(4-quinolylimino)pentane, 2,4-di(3-quinolylimino)pentane, 2,4-di(2-chloro-6-hydroxylphenylimino)pentane, 2,4-di(2,4, 6-trimethylphenylimino)pentane, 1,1,1-trifluoro-2,4-di(2,6-diisopropylphenylimino)pentane, 1,1,1-trifluoro-2,4-di(2,6-dimethylphenylimino)pentane, 1,3-diphenyl-1,3-di(2,6-diisopropylphenylimino)propane, 1,3-diphenyl-1,3-di(2,6-dimethylphenylimino)propane, 1-phenyl-1,3-di(2,6-diisopropylphenylimino)butane, 1-phenyl-1,3-di(2,6-dimethylphenylimino)butane, 3-methyl-2,4-di(2,6-dimethylphenylimino)pentane, 3-ethyl-2,4-di(2,6-dimethylphenylimino)pentane, 3,5-diphenylimino-4-ethylheptane, 3,5-di(2,6-diisopropylphenylimino)-4-methylheptane, 3-ethyl-3,5-di(2,6-diisopropylphenylimino)heptane, 3-methyl-3,5-di(2,6-dimethylphenylimino)heptane, 3-ethyl-3,5-di(2,6-dimethylphenylimino)heptane, 2,4-di(p-chlorophenylimino)pentane, 2-phenylimino-4-(2,6-diisopropylphenylimino)pentane, 1-(2-furyl)-1,3-di(2,6-diisopropylphenylimino)-4,4,4-trifluorobutane, 1-(2-furyl)-1,3-di(8-quinolylimino)-4,4,4-trifluorobutane, 1-(2-furyl)-1,3-di(3-quinolylimino)-4,4,4-trifluorobutane, 1-(2-furyl)-1,3-di(2,6-dimethylphenylimino)-4,4,4-trifluorobutane, 2-phenylimino-4-(2,6-dimethylphenylimino)pentane, 2-phenylimino-4-p-chlorophenyliminopentane, 2,2,4,4,6,6-hexamethyl-2,4-di(2,6-diisopropylphenylimino)pentane, 2-p-chlorophenylimino-4-(2,6-diisopropylphenylimino)pentane, 2,2,4,4,6,6-hexamethyl-2,4-di(2,6-dimethylphenylimino)pentane, 2,2,4,4,6,6-hexamethyl-2,4-diphenyliminopentane, 2,2,4,4,6,6-hexamethyl-2,4-di(p-chlorophenylimino)pentane, 2,2,4,4,6,6-hexamethyl-2,4-di(3-quinolylimino)pentane, 2,2,4,4,6,6-hexamethyl-2,4-di(8-quinolylimino)pentane, 2-p-chlorophenylimino-4-(2,6-dimethylphenylimino)pentane, 1,3-diphenyl-1-phenylimino-3-(2,6-dimethylphenylimino)propane, and 1,3-diphenyl-1-phenylimino-3-(2,6-diisopropylphenylimino)propane.