Abstract: A computer-implemented method comprises receiving an image captured by a camera on an unmanned aerial vehicle (UAV). The image depicts an environment below the UAV. A feature mask associated with the image is generated via a machine learning model that is trained to identify and semantically label pixels representing the environment depicted in the image. One or more reference tiles associated with the environment are retrieved. The reference tiles are associated with particular geographic locations and specify semantically labeled pixels representing the geographic locations. The semantically labeled pixels of the feature mask are correlated with the semantically labeled pixels of at least one of the one or more reference tiles to determine the geographic location of the UAV in the environment.

Abstract: A method includes receiving a digital surface model of an area for unmanned aerial vehicle (UAV) navigation. The digital surface model represents an environmental surface in the area. The method includes determining, for each grid cell of a plurality of grid cells in the area, a confidence value of an altitude of the environmental surface at the grid cell and determining a terrain clearance value based at least on the confidence value of the altitude of the environmental surface at the grid cell. The method includes determining a route for a UAV through the area such that the altitude of the UAV is above the altitude of the environmental surface at each grid cell of a sequence of grid cells of the route by at least the terrain clearance value determined for the grid cell. The method includes causing the UAV to navigate through the area using the determined route.

Abstract: A system and method provide server side support for seamless, scalable rewind and playback of a video stream. A video stream is stored and indexed in a network storage place. A video stream can be indexed at frame level where each intra frame of the video stream has an index indicating the file offset and the time stamp of the intra frame in the video stream. A user request for rewinding of a video stream while the video stream is being broadcast is processed by extracting the rewinding time requirement from the user request. The extracted rewinding time value is used to calculate the requested file offset. The video stream starting at the requested time is retrieved and played back according to the user request. The system also provides server side support for seamless rewinding of a video stream and scalable system performance across multiple streaming data centers.

Abstract: An embodiment for reusing data in content files includes receiving a request for a content file and retrieving a recipe that includes a series of instructions needed to compose the content file. Data identified by the recipe may then be retrieved from a content file server and the requested content file is composed based on the set of instructions in the recipe. In an example, the recipe is processed by a recipe player to compose a content file. In another embodiment, content files are stored in a cache as a series of instructions for generating them from portions of other content files. In this way, performance in a content delivery network may be improved by reusing similar data in content files.

Abstract: An embodiment for reusing data in content files includes receiving a request for a content file and retrieving a recipe that includes a series of instructions needed to compose the content file. Data identified by the recipe may then be retrieved from a content file server and the requested content file is composed based on the set of instructions in the recipe. In an example, the recipe is processed by a recipe player to compose a content file. In another embodiment, content files are stored in a cache as a series of instructions for generating them from portions of other content files. In this way, performance in a content delivery network may be improved by reusing similar data in content files.

Abstract: A live wallpaper for a computing device is disclosed. The live wallpaper displays imagery from various image sources (e.g. Picasaweb, Panoramio, Google+, Facebook, Twitter) and displays new imagery upon the occurrence of various trigger conditions, such as upon user interaction with the live wallpaper or upon the passage of a period of time. In a particular implementation, the live wallpaper can be configured to display geolocated photographs associated with a geographic area input into the computing device. For instance, geolocated photographs associated with a user's current location can be displayed and can change automatically as the user's locality changes. The live wallpaper can be configured to display imagery that has not previously been displayed as the wallpaper on the computing device to present new and unseen images and different backgrounds for the computing device.

Abstract: An embodiment for reusing data in content files includes receiving a request for a content file and retrieving a recipe that includes a series of instructions needed to compose the content file. Data identified by the recipe may then be retrieved from a content file server and the requested content file is composed based on the set of instructions in the recipe. In an example, the recipe is processed by a recipe player to compose a content file. In another embodiment, content files are stored in a cache as a series of instructions for generating them from portions of other content files. In this way, performance in a content delivery network may be improved by reusing similar data in content files.

Abstract: A system and method provide server side support for seamless, scalable rewind and playback of a video stream. A video stream is stored and indexed in a network storage place. A video stream can be indexed at frame level where each intra frame of the video stream has an index indicating the file offset and the time stamp of the intra frame in the video stream. A user request for rewinding of a video stream while the video stream is being broadcast is processed by extracting the rewinding time requirement from the user request. The extracted rewinding time value is used to calculate the requested file offset. The video stream starting at the requested time is retrieved and played back according to the user request. The system also provides server side support for seamless rewinding of a video stream and scalable system performance across multiple streaming data centers.