PamiTC Job Board - Posting Details

Title: PhD position - 2D complex urban area labellingPosted: March 31, 2016
Company/Institution: IGN
Location: Paris, France

Description: We aim to label complex urban areas. Using Very High Resolution (VHR) optical images, we focus on the most salient topographic objects, i.e., roads and buildings. In areas where a large amount of reference data is available, it is possible to compute deep-learning based models so as to recognize such objects. Then, these models will be propagated to areas where only few labeled instances exist. Finally, the classification obtained with our tailored architectures will be refined with a structured reasoning that includes detected geometrical patterns and a priori knowledge on the interaction between main urban elements.

Application Instructions: More details here.