Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a new method is proposed for object-based image re- trieval. The user supplies a query object by selecting a region from a query image, and the system returns a ranked list of images that contain the same object, re- trieved from a large image database. The main outcomes of this research are as follows: (1) $n novel object-based image retrieval framework that integrates effec- tive pre-treatment and re-ranking is presented, (2) a new feature filtration method based on attention analysis is proposed for pre-treatment, (3) to further improve object retrieval precision,  add an efficient spatial configuration model to re- rank the primary retrieval result using Bag of Word method. Experimental results demonstrate the effectiveness of our method.
['Ke Gao', 'Shouxun Lin', 'Yongdong Zhang', 'Sheng Tang']
I am writing a research paper on a idea Object-based Image Retrieval with Attention Analysis and Spatial Re-ranking
[{"from": "human", "value": "I am writing a research paper on a idea Object-based Image Retrieval with Attention Analysis and Spatial Re-ranking"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a new method is proposed for object-based image re- trieval. The user supplies a query object by selecting a region from a query image, and the system returns a ranked list of images that contain the same object, re- trieved from a large image database. The main outcomes of this research are as follows: (1) $n novel object-based image retrieval framework that integrates effec- tive pre-treatment and re-ranking is presented, (2) a new feature filtration method based on attention analysis is proposed for pre-treatment, (3) to further improve object retrieval precision,  add an efficient spatial configuration model to re- rank the primary retrieval result using Bag of Word method. Experimental results demonstrate the effectiveness of our method."}]