Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  proposes a method for event recognition in photo albums which aims at predicting the event categories of groups of photos.  propose a probabilistic graphical model (PGM) for event prediction based on high-level visual features consisting of objects and scenes, which are extracted directly from images. For better discrimination beten different event categories,  develop a scheme to integrate feature relevance in our model which yields a more porful inference when album images exhibit a large number of objects and scenes. It allows also to mitigate the influence of non-informative images usually contained in the albums. The performance of the proposed method is validated using extensive experiments on the recently-proposed PEC dataset containing over 61 000 images. Our method obtained the highest accuracy which outperforms previous work.
['Siham Bacha', 'Mohand Saïd Allili', 'Nadjia Benblidia']
I am writing a research paper on a idea Event recognition in photo albums using probabilistic graphical models and feature relevance
[{"from": "human", "value": "I am writing a research paper on a idea Event recognition in photo albums using probabilistic graphical models and feature relevance"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  proposes a method for event recognition in photo albums which aims at predicting the event categories of groups of photos.  propose a probabilistic graphical model (PGM) for event prediction based on high-level visual features consisting of objects and scenes, which are extracted directly from images. For better discrimination beten different event categories,  develop a scheme to integrate feature relevance in our model which yields a more porful inference when album images exhibit a large number of objects and scenes. It allows also to mitigate the influence of non-informative images usually contained in the albums. The performance of the proposed method is validated using extensive experiments on the recently-proposed PEC dataset containing over 61 000 images. Our method obtained the highest accuracy which outperforms previous work."}]