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The likelihood model in BRIMA is based on a convolutional neural network (CNN) architecture, which is widely used for image and video analysis tasks. The CNN takes a video frame as input and outputs a feature representation of the frame. The feature representation is then used to compute the likelihood of the frame given the model parameters. brima d models video