Enhanced MR Image Classification Using Hybrid Statistical and Wavelets Features

Hybrid Image Compression using orthogonal wavelets

In this paper, a new algorithm is introduced for analyzing images in a better way based on the design of wavelets. Wavelet algorithms process data at different scales or resolutions. They have advantages over traditional fourier methods in analyzing physical situations where the signal contains discontinuities and sharp spikes. The fundamental idea behind wavelets is to analyze according to sca...

Statistical Signal and Image Modeling and Approximation using Wavelets

Comparison of Image Retrieval Techniques Using Wavelets and Basic Features

To retrieve query image or sub regions of image, visual techniques are used such as color, shape, texture etc. Relevance feedback is used many times to improve the result and to help the user to express their preference. New approach is proposed in this paper for image retrieval with the help of retrieval techniques likecolor histogram, Match points, Wavelet, using Eigen values. Images from var...

Classification of encrypted traffic for applications based on statistical features

Traffic classification plays an important role in many aspects of network management such as identifying type of the transferred data, detection of malware applications, applying policies to restrict network accesses and so on. Basic methods in this field were using some obvious traffic features like port number and protocol type to classify the traffic type. However, recent changes in applicat...

Optimization of Brain Tumor MR Image Classification Accuracy Using Optimal Threshold, PCA and Training ANFIS with Different Repetitions

Background: One of the leading causes of death is brain tumors. Accurate tumor classification leads to appropriate decision making and providing the most efficient treatment to the patients. This study aims to optimize brain tumor MR images classification accuracy using optimal threshold, PCA and training Adaptive Neuro Fuzzy Inference System (ANFIS) with different repetitions.Material and Meth...