Life of any living being is impossible if it does not have the ability to differentiate between
various things, objects, smell, taste, colors, etc. Human being is a good ability to classify the …

This paper gives an overview of the different research works related to electromyographic
signals (EMG) classification based on Support Vector Machines (SVM). The article …

The generalization error of conventional support vector machine (SVM) depends on the ratio
of two factors; radius and margin. The traditional SVM aims to maximize margin but ignore …

Cow is one of the animals that have many benefits for humans. There are various types of
cows based on benefits such as dairy cows, beef cattle, worker cattle, and others. Cattle …

In this paper, we have proposed a variant of UNet for brain magnetic resonance imaging
(MRI) segmentation. The proposed model, termed as Residual UNet with Dual Attention …

Image retrieval based on content not only relies heavily upon the type of descriptors, but on
the steps taken further. This has been an extensively utilized methodology for finding and …

Revised: 14/May/2017, Accepted: 07/June/2017, Published: 30/Jun/2017 Abstract—Content
Based Image Retrieval (CBIR) is an important and challenging research area of digital …

CBIR is one of the most widely used approaches for detecting images from an extensive
image database. Now a day, numerous approaches have been developed to enhance the …

The complexity of multimedia content, particularly images, has risen dramatically in recent
years, and millions of images are shared on social media every day. Finding or retrieving an …

In this paper, we propose a new framework for improving Content Based Image Retrieval
(CBIR) for texture images. This is achieved by using a new image representation based on …