Image Retrieval Based on Edge Histogram Descriptor of MPEG-7

Ahmed, Bilal and M. Ameen, Musa and S. Anwar, Mohammed (2020) Image Retrieval Based on Edge Histogram Descriptor of MPEG-7. Eurasian Journal of Science & Engineering, 6 (2). pp. 189-199. ISSN 2414-5629

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Abstract

A major research area in computer vision is content-based image retrieval. MPEG-7 sets up a list of descriptions of the structured image content. We examine the weakness and lack of retrieval approaches based on global characteristics in this study by incorporating the commonly used feature descriptors of MPEG-7. In the meantime, to satisfy user requirements for assessing spatial information similarities, an image retrieval approach based on texture region features for MPEG-7 is recommended. Retrieval tests show the validity and efficiency of our approach. This paper also defines our approach to color quantization, extraction, and matching processes of features and so on in depth.

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