SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation.

•A framework for semantic egocentric photo streams segmentation is presented.•Contextual and semantic information is extracted by employing a CNN approach.•A vocabulary of concepts is defined by relying on linguistic information.•Images sharing contextual and semantic attributes are grouped together.•Our framework is suited for event recognition, semantic indexing and summarization.