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Classification of Image Using Fuzzy Lattice Neural Model


Affiliations
1 Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India
2 Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India
3 Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India
     

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Computer hallucination, unlike humans, still has not fully acquired the facility to categories a person’s age group from an image of the person’s face. Successful gender and age classification could be used to boot the performance of face recognition system. Fuzzy models have been used and analyzed in this work to achieve the desired results. The concept of fuzzy lattice neural model is introduced and is applied to classify the age group of a person from the gray scale facial image. Next the fuzzy lattice relation model is constructed and is used to classify the age group of a person. Then the fuzzy lattice neural model is applied to segment an aerial gray scale image.


Keywords

Fuzzy Lattice Neural Model, Image Classification, Clustering, Image Processing.
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  • Classification of Image Using Fuzzy Lattice Neural Model

Abstract Views: 234  |  PDF Views: 3

Authors

D. Napoleon
Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India
M. Praneesh
Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India
S. Sathya
Department of Computer Science, School of Computer Science Engineering, Bharathiar University, Coimbatore, India

Abstract


Computer hallucination, unlike humans, still has not fully acquired the facility to categories a person’s age group from an image of the person’s face. Successful gender and age classification could be used to boot the performance of face recognition system. Fuzzy models have been used and analyzed in this work to achieve the desired results. The concept of fuzzy lattice neural model is introduced and is applied to classify the age group of a person from the gray scale facial image. Next the fuzzy lattice relation model is constructed and is used to classify the age group of a person. Then the fuzzy lattice neural model is applied to segment an aerial gray scale image.


Keywords


Fuzzy Lattice Neural Model, Image Classification, Clustering, Image Processing.