چکیده مقاله
Development of internet networks and mobile phone tools with image capturing capabilities and network connectivity within the recent years have led to defining new services and applications , using such tools In this article, automatic clustering method using evolutionary and metaheuristic algorithms used in order to identify and categorize various kinds of digital images For this purpose, a database of images prepared, and then k means clustering method using evolutionary algorithms and optimization applied on these images The results of retrieval indicate that automatic clustering using particle swarm optimization PSO algorithm has higher average retrieval accuracy in comparison with other methods
کلیدواژهها
نویسندگان
Javad Azarakhsh
Faculty of Marine Engineering, Chabahar Maritime University, Chabahar, Iran
Zobeir Raisi
Faculty of Marine Engineering, Chabahar Maritime University, Chabahar, Iran
شیوه ارجاع
Azarakhsh, Javad and Raisi, Zobeir,1396,Automatic Clustering Using Metaheuristic Algorithms for Content Based Image Retrieval,Fifth International Conference on Electrical and Computer Engineering with Emphasis on Indigenous Knowledge,Tehran
ارائهشده در
مجموعه مقالات پنجمین کنفرانس بین المللی مهندسی برق و کامپیوتر با تاکید بر دانش بومی19 بهمن 1396 · تهران