Does photosynthesis occurs in plants having red and brown leaves?

Yes. Plants with leaves with colours other than green still contain chloroplasts (which are the part of the plant which does the photosynthesis). The reason the leaves aren't green is because other colour pigments are more prominent and they camouflage the green of the chloroplasts... but they do certainly still contain chloroplasts and undergo photosynthesis.