Abstract: In a method of encoding of temporal information for stable video instance segmentation and video object detection, a neural network analyzes an input frame of a video to output a prediction template. The prediction template includes either segmentation masks of objects in the input frame or bounding boxes surrounding objects in the input frame. The prediction template is then colour coded by a template generator. The colour coded template, along with a frame subsequent to the input frame, is supplied to a template encoder such that temporal information from the input frame is encoded into the output of the temporal encoder.

Abstract: A method for recognizing image context by an electronic device includes capturing a first image frame from a preview of an imaging sensor of the electronic device, recognizing a first scene that is captured in the first image frame, recognizing second scenes in a plurality of image frames that is not captured in the first image frame, and determining contextual information of the first image frame based on the first scene and the second scenes.

Abstract: A method for displaying an intelligent zoom recommendation in an electronic device includes displaying a scene comprising a plurality of objects in a preview frame of at least one imaging sensor of the electronic device. The method also includes determining a preference for each of the objects by mapping each of the objects into a preference database of the electronic device. The method further includes determining a position of each of the objects in the preview frame of the at least one imaging sensor of the electronic device. Additionally, the method includes selecting at least one object from the plurality of objects based on the preference and the position of each of the objects. The method also includes displaying at least one graphical indication to zoom the at least one selected object in the preview frame of the at least one imaging sensor of the electronic device.

Abstract: A method for displaying an intelligent zoom recommendation in an electronic device includes displaying a scene comprising a plurality of objects in a preview frame of at least one imaging sensor of the electronic device. The method also includes determining a preference for each of the objects by mapping each of the objects into a preference database of the electronic device. The method further includes determining a position of each of the objects in the preview frame of the at least one imaging sensor of the electronic device. Additionally, the method includes selecting at least one object from the plurality of objects based on the preference and the position of each of the objects. The method also includes displaying at least one graphical indication to zoom the at least one selected object in the preview frame of the at least one imaging sensor of the electronic device.