Received signal strength (RSS) information has seldom been incorporated in the direct position determination (DPD) method of passive radio emitter localization to date. Further, the common use of directional emitters modulates the RSS such that omnidirectional assumptions would dramatically decrease accuracy. This paper introduces a new DPD approach utilizing an RSS- enhanced adaptive beamforming method demonstrating on par or better than state-of-the-art performance at very low SNR for omnidirectional emitters. The technique is then applied to directional emitters taking the imposed RSS modulation into account using a beampattern library, significantly improving localization region confidence as compared to omnidirectional assumption approaches. This is the first approach to date in the open literature for localizing directional emitters.