Los Angeles requires a building permit for a masonry or concrete fence over 3 feet 6 inches and for a fence of another material over 10 feet; a swimming-pool barrier requires a permit regardless of those exemptions.
Every fence must still comply with zoning height, yard, visibility, hillside, retaining-wall, public-right-of-way, and overlay rules even when no building permit is required.