In developing countries, high scale cartographic data for rural individual housing localization is almost null. Nevertheless, it is useful for the initialization and management of decentralized rural electrification projects. Even if very high-resolution images from satellites allowed us to distinguish houses thanks to their spatial resolution, their automatic detection requires new treatment methods that give greater place to spatial approach.