Mobile Application for Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network

초록

This paper presents a novel algorithm for generating descriptions of stupa image such as stupa's era, stupa's architecture and other description in mobile application by using key points generated from SIFT algorithms and learning stupa description from the generated key points with artificial neural network. Neural network was used for being the classifier for generating the description. We have presented a new approach to feature extraction based on analysis of key points and descriptors of an image. The algorithms were tested with stupa image dataset in Phra Nakhon Si Ayutta province, Sukhothai province and Bangkok. The experimental results show that the proposed framework can efficiently give the correct descriptions to the stupa image compared to using the traditional method.

키워드