Patent ID: 11928753
Assignee: INTEL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. At least one machine readable medium comprising a plurality of instructions that, in response to being executed on a computing device, cause the computing device to provide segmentation in video by:
generating a feature volume corresponding to a current video frame, the feature volume comprising the current video frame and at least one of a temporally previous video frame, a temporally previous segmentation frame, or an object of interest indicator frame comprising one or more indicators of an object of interest in the current video frame;
combining the feature volume with a plurality of feature frames each comprising features compressed from feature layers of a convolutional neural network as applied to the current video frame to generate a segmentation network input volume;
applying a first convolutional layer of a plurality of convolutional layers of a segmentation network to the segmentation network input volume;
combining the feature volume with a convolutional layer output volume from the first convolutional layer or a second convolutional layer of the convolutional layers to generate a convolutional layer input volume;
applying a third convolutional layer of the convolutional layers to the convolutional layer input volume to generate a second convolutional layer output volume; and
generating a current segmentation frame from the segmentation network based on the second convolutional layer output volume.