Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a semi-supervised technique based on support vector machine (SVM) for image classification and a Locality Sensitive Hashing (LSH) based searching algorithm to search for similarity of satellite imagery is presented. Given a query image, the goal is to retrieve matching images in the database based on the shape features extracted from satellite imagery data. The experimental results demonstrate superior results based on shape features which provide a better classification accuracy using both support vector machine and the semi-supervised hashing search methods.
['Mohamed A. Gebril', 'Abdollah Homaifar', 'Ruben Buaba', 'Eric A. Kihn']
I am writing a research paper on a idea Satellite image retrieval using semi-supervised learning
[{"from": "human", "value": "I am writing a research paper on a idea Satellite image retrieval using semi-supervised learning"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a semi-supervised technique based on support vector machine (SVM) for image classification and a Locality Sensitive Hashing (LSH) based searching algorithm to search for similarity of satellite imagery is presented. Given a query image, the goal is to retrieve matching images in the database based on the shape features extracted from satellite imagery data. The experimental results demonstrate superior results based on shape features which provide a better classification accuracy using both support vector machine and the semi-supervised hashing search methods."}]