A method for an apparatus , the method comprising: capturing one or more images by an image capturing device of the apparatus ; receiving an indication of at least one salient object within a captured image from a user of the apparatus ; in response to the received indication, determining a salient orientation of the image capturing device based upon sensor information provided by one or more sensors carried by the image capturing device , said salient orientation being an orientation of the image capturing device in which the salient object is within the captured image; determining an orientation of the image capturing device upon sensor information provided by the one or more sensors at the time of capturing one or more additional images; identifying , with a processor , one or more images of the received one or more images for generating a salient video segment, wherein the one or more images generating the salient video segment are identified based upon a relationship between the orientation of the image capturing device at the time of capturing the one or more additional images and the previously determined salient orientation; analyzing the salient video segment to identify images of the salient video segment that comprises said at least one salient object, wherein the images are identified by using a detection algorithm associated with a respective salient object; forming a spatio-temporal region of interest of the spatial regions of the images of the salient video segment that include said at least one salient object; and identifying one or more salient events based upon the one or more images of the formed spatio-temporal region of interest. capturing one or more images by an image capturing device of the apparatus ; receiving an indication of at least one salient object within a captured image from a user of the apparatus ; in response to the received indication, determining a salient orientation of the image capturing device based upon sensor information provided by one or more sensors carried by the image capturing device , said salient orientation being an orientation of the image capturing device in which the salient object is within the captured image; determining an orientation of the image capturing device upon sensor information provided by the one or more sensors at the time of capturing one or more additional images; identifying , with a processor , one or more images of the received one or more images for generating a salient video segment, wherein the one or more images generating the salient video segment are identified based upon a relationship between the orientation of the image capturing device at the time of capturing the one or more additional images and the previously determined salient orientation; analyzing the salient video segment to identify images of the salient video segment that comprises said at least one salient object, wherein the images are identified by using a detection algorithm associated with a respective salient object; forming a spatio-temporal region of interest of the spatial regions of the images of the salient video segment that include said at least one salient object; and identifying one or more salient events based upon the one or more images of the formed spatio-temporal region of interest. <EOS>