Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel.
IEEE Conference on Computer Vision and Pattern Recognition, (2015)
Many visual recognition problems can be approached by counting instances. To determine whether an event is present in a long internet video, one could count how many frames seem to contain the activity. Classifying the activity of a group of people can be done by counting the actions of individual people. Encoding these cardinality rela...更多
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