Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: How to fuse static and dynamic information is a key issue in event analysis. , a top-down motion guided fusing method is proposed for recognizing events in an unconstrained news video. In the method, the static information is represented as a Bag-of-SIFT-features and motion information is employed to generate event specific attention map to direct the sampling of the interest points.  build class-specific motion histograms for each event so as to give more ight on the interest points that are discriminative to the corresponding event. Experimental results on TRECVID 2005 video corpus demonstrate that the proposed method can improve the mean average accuracy of recognition.
['Li Li', 'Weiming Hu', 'Bing Li', 'Chunfeng Yuan', 'Pengfei Zhu', 'Wanqing Li']
I am writing a research paper on a idea Event Recognition Based on Top-Down Motion Attention
[{"from": "human", "value": "I am writing a research paper on a idea Event Recognition Based on Top-Down Motion Attention"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: How to fuse static and dynamic information is a key issue in event analysis. , a top-down motion guided fusing method is proposed for recognizing events in an unconstrained news video. In the method, the static information is represented as a Bag-of-SIFT-features and motion information is employed to generate event specific attention map to direct the sampling of the interest points.  build class-specific motion histograms for each event so as to give more ight on the interest points that are discriminative to the corresponding event. Experimental results on TRECVID 2005 video corpus demonstrate that the proposed method can improve the mean average accuracy of recognition."}]