A general summability method of multi-dimensional Fourier transforms, the so called θ-summability is investigated. Under some conditions on θ we show that the Marcinkiewicz-θ-means of a function f ∈ W (L1, ∞)(R d ) converge to f at each modified strong Lebesgue point. The same holds for a weaker version of Lebesgue points, for the so called modified Lebesgue points of f ∈ W (Lp, ∞)(R d ), whenever 1 < p < ∞. As an application we generalize the classical one-dimensional strong summability results of Hardy and Littlewood, Marcinkiewicz, Zygmund and Gabisoniya for f ∈ W (L1, ∞)(R) and for strong θ-summability.Mathematics Subject Classification. Primary 42B08; Secondary 42A38, 42A24, 42B25.