Image retrieval based on 4096-tree and Memetic Algorithm

Memetic Algorithm (MA) is a meta-heuristic algorithm which combines an Evolutionary Algorithm (EA) and a local search algorithm. In this work, we design a cooperate memetic algorithm (CMA) for image retrieval. We propose a novel image indexing method based on YCbCr color space and 4096-tree. And the...

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Published in:2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing pp. 379 - 385
Main Authors: Liang Lei, Jun Peng, Bo Yang
Format: Conference Proceeding
Language:English
Published: IEEE 01.08.2014
Subjects:
4096-tree
Algorithm design and analysis
Genetic Algorithm
Histograms
Image color analysis
Image retrieval
Indexing
Memetic Algorithm
Memetics
YCbCr color space
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Abstract Memetic Algorithm (MA) is a meta-heuristic algorithm which combines an Evolutionary Algorithm (EA) and a local search algorithm. In this work, we design a cooperate memetic algorithm (CMA) for image retrieval. We propose a novel image indexing method based on YCbCr color space and 4096-tree. And then we describe the memetic algorithm with local search chain and cooperate memetic algorithm (MA-LSCH-CMA). The experiments and results, which based on Corel database, showed that this method has greatly improved the image retrieval in time and precision rates.
AbstractList Memetic Algorithm (MA) is a meta-heuristic algorithm which combines an Evolutionary Algorithm (EA) and a local search algorithm. In this work, we design a cooperate memetic algorithm (CMA) for image retrieval. We propose a novel image indexing method based on YCbCr color space and 4096-tree. And then we describe the memetic algorithm with local search chain and cooperate memetic algorithm (MA-LSCH-CMA). The experiments and results, which based on Corel database, showed that this method has greatly improved the image retrieval in time and precision rates.
Author Liang Lei
Jun Peng
Bo Yang
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  surname: Jun Peng
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  surname: Bo Yang
  fullname: Bo Yang
  email: bob_cq@163.com
  organization: Coll. of Electr. & Inf. Eng., Chongqing Univ. of Sci. & Technol., Chongqing, China
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Snippet Memetic Algorithm (MA) is a meta-heuristic algorithm which combines an Evolutionary Algorithm (EA) and a local search algorithm. In this work, we design a...
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StartPage 379
SubjectTerms 4096-tree
Algorithm design and analysis
Genetic Algorithm
Histograms
Image color analysis
Image retrieval
Indexing
Memetic Algorithm
Memetics
YCbCr color space
Title Image retrieval based on 4096-tree and Memetic Algorithm
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