Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present several novel techniques to summarize the high-level behavior in surveillance video. Our proposed methods can employ either optical flow or trajectories as input, and incorporate spatial and temporal information together, which improve upon existing approaches for summarization. To begin,  extract common pathway regions by performing graph-based clustering on similarity matrices describing the relationships beten location/orientation states.  then employ the activities along the pathway regions to extract the aggregate behavioral patterns throughout scenes.  show how our summarization methods can be applied to detect anomalies, retrieve video clips of interest, and generate adaptive-speed summary videos.  examine our approaches on multiple complex urban scenes and present experimental results.
['Kevin Streib', 'James W. Davis']
I am writing a research paper on a idea Summarizing high-level scene behavior
[{"from": "human", "value": "I am writing a research paper on a idea Summarizing high-level scene behavior"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present several novel techniques to summarize the high-level behavior in surveillance video. Our proposed methods can employ either optical flow or trajectories as input, and incorporate spatial and temporal information together, which improve upon existing approaches for summarization. To begin,  extract common pathway regions by performing graph-based clustering on similarity matrices describing the relationships beten location/orientation states.  then employ the activities along the pathway regions to extract the aggregate behavioral patterns throughout scenes.  show how our summarization methods can be applied to detect anomalies, retrieve video clips of interest, and generate adaptive-speed summary videos.  examine our approaches on multiple complex urban scenes and present experimental results."}]