Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  proposed a novel method to efficiently select discriminative training samples for local photo classification or management.  introduced a concept widely shared by most of images: underlying common classes, and based on them  catch more colorful and more characteristic/discriminative training samples.  conduct multi-clustering with feature selection and adaptive sampling to the images of each single common class, and then adapt acquired information/knowledge to target local photos.  have evaluated proposed method on 21,424 photos taken in daily life of a nursery school for two classification problems. Experimental results show that our method is superior to the case without consideration of common classes or simply selecting samples randomly.
['Ryo Shirasu', 'Jien Kato', 'Yu Wang', 'Kenji Mase']
I am writing a research paper on a idea Common Class Information based Efficient Training Data Selection for Photo Categorization.
[{"from": "human", "value": "I am writing a research paper on a idea Common Class Information based Efficient Training Data Selection for Photo Categorization."}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  proposed a novel method to efficiently select discriminative training samples for local photo classification or management.  introduced a concept widely shared by most of images: underlying common classes, and based on them  catch more colorful and more characteristic/discriminative training samples.  conduct multi-clustering with feature selection and adaptive sampling to the images of each single common class, and then adapt acquired information/knowledge to target local photos.  have evaluated proposed method on 21,424 photos taken in daily life of a nursery school for two classification problems. Experimental results show that our method is superior to the case without consideration of common classes or simply selecting samples randomly."}]