This book delves into the theoretical foundations of geolocation and logical image. Geolocation requires integrating sensors such as GNSS, LIDAR, camera signals based on geospatial coordinates. Logical image formation expresses semantic concepts using object classes, attributes, ontologies, and lexical resources. Probability models, Bayes theorem, Markov fields, and fusion algorithms are essential in both directions