150 likes | 277 Vues
Unusual Activity in Video. Presented by wei pan. Blackjack. Video. Keywords for Video. Left to Middle: Middle to Right:. Derivative Filters in 1 Minute. Signal. *. Gt. Keywords for Video. Left to Middle: Middle to Right:. Histogram. Keywords for Video. Co- occurance Matrix. CP.
E N D
Unusual Activity in Video Presented by wei pan
Keywords for Video Left to Middle: Middle to Right:
Derivative Filters in 1 Minute Signal * Gt
Keywords for Video Left to Middle: Middle to Right: Histogram
CP • Why not clustering on C? • Intuition Behind
Embedding • Embedding • Given some points, define weights between any two points. • Given a plane, for each point, find a place to place it. • So that, in the plane, a pair of points has higher weights are closer.
Co-embedding (See EigenMap): • Nodes: all prototypes and video segments • Weight between each node: • W(Prototype, node) • W(Prototype, Prototype)
K-Means • Inter-Cluster Similarity • Unusual cluster has small Inter-Cluster Similarity
Questions & Ideas • Thank you………………………………..