Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study video attention by detecting a salient object sequence from video segment.  formulate salient object sequence detection as energy minimization problem in a conditional random field framework, while static and dynamic salience, spatial and temporal coherence, global topic model are ll defined and integrated to identify a salient object sequence. Dynamic programming algorithm is designed to resolve a global optimization, with a rectangle to represent each salient object.  validate our approach on a large number of video segments with the labeled salient object sequence.
['Tie Liu', 'Nanning Zheng', 'Wei Ding', 'Zejian Yuan']
I am writing a research paper on a idea Video attention: Learning to detect a salient object sequence
[{"from": "human", "value": "I am writing a research paper on a idea Video attention: Learning to detect a salient object sequence"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study video attention by detecting a salient object sequence from video segment.  formulate salient object sequence detection as energy minimization problem in a conditional random field framework, while static and dynamic salience, spatial and temporal coherence, global topic model are ll defined and integrated to identify a salient object sequence. Dynamic programming algorithm is designed to resolve a global optimization, with a rectangle to represent each salient object.  validate our approach on a large number of video segments with the labeled salient object sequence."}]