DocumentCode :
3070965
Title :
AI image recognizing agent through a scalable neural network
Author :
Ebenezer, R.H.P. ; Manoj, P. ; Joseph, Harry Raymond ; Visumathi, J.
Author_Institution :
Dept. of Comput. Sci. & Eng., Jeppiaar Eng. Coll., Chennai, India
fYear :
2013
fDate :
23-24 Aug. 2013
Firstpage :
1
Lastpage :
6
Abstract :
As of now, unbounded solutions for efficient image recognition and retrieval have been proposed within various fields of computer science. Such solutions include both primitive and complex approaches to minimize the input required from the whole of the image to form the most accurate idea of the big picture. The proposed image recognizing agent accomplishes its task though the application of a scalable neural network. Each neuron of the network focuses on a subset of the image taken as a segment. The neuron finds the closest match of the obtained subject with respect to the dynamic knowledge base. The network of neurons ensembles their decisions and provide the recognized image statement. The feedback provided to the network develops the synaptic strengths to further develop the image recognizing ability in terms of performance and accuracy. The system uses the concept of both assisted supervised learning and reinforced learning, and exploits the asynchronous and parallel computing ability of artificial neural networks.
Keywords :
image recognition; knowledge based systems; learning (artificial intelligence); neural nets; parallel processing; AI image recognizing agent; artificial neural networks; assisted supervised learning; asynchronous computing; computer science; dynamic knowledge base; image recognition; image retrieval; image statement recognition; neuron; parallel computing; reinforced learning; Biological neural networks; Image color analysis; Image recognition; Image segmentation; Knowledge based systems; Neurons; Vegetation; Artificial Intelligence; Artificial Neural Networks; Digital Search Tree; Image Processing; Reinforced learning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Human Computer Interactions (ICHCI), 2013 International Conference on
Conference_Location :
Chennai
Type :
conf
DOI :
10.1109/ICHCI-IEEE.2013.6887773
Filename :
6887773
Link To Document :
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