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Proposed algorithm is a face recognition algorithm from video using Generalized mean Deep Learning Neural Network. Generalized mean provides fast convergence of the feature set and Deep learning neural network is enhanced using wavelet transform as it improves the classification efficiency of the neural network. The performance of the proposed algorithm is evaluated on PaSC and Youtube dataset. The...
Several recent advancement in field of technology has created a various range of systems or applications that requires reliable and efficient recognition schemes which can determine the identity of the users and only authorized and legitimate persons are allowed to use the service or applications. Signature Verification is the most widely used biometrics for authentication purpose. It is a method...
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...
In all biometrics, iris contains rich texture for person identification and has its distinctive advantages because of its large inter-class variability and low intra-class variability. This research provides a fast and robust iris identification system. In this proposed system for iris recognition Daisy descriptors have been used as features which has been modified considering the context of iris...
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