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There are many applications in which morphological operations play an important role. Morphology is a very useful mathematical tool or method to be used in image processing. It has many application like edge detection and extraction form images for specific purpose, feature extraction based on the boundary information etc. It has many advantages over other image processing tools like the complete...
Automatic image annotation is the process of assigning relevant keywords to the images. It is considered to be potential research area in current scenario. Annotation to an image can be defined as the information which could describe an image by considering three ways i.e. when these images were taken, what are the different objects available in these images and finally the images belongs to whom...
There are many applications which use Face Recognition for identification or verification of a person. In this study, a face recognition system based on HMM has been proposed to handle the problem of partial occlusion. Face is represented by eight isolated regions: Hairs, Forehead, Eyebrows, Eyes, Nose, Upper Lips, Mouth and Chin. The non-occluded region in face image of testing and training image...
Classification is a major problem of study that involves formulation of decision boundaries based on the training data samples. The limitations of the single neural network approaches motivate the use of multiple neural networks for solving the problem in the form of ensembles and modular neural networks. While the ensembles solve the problem redundantly, the modular neural networks divide the computation...
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