12 Result(s)
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Article
A comprehensive review of recent advances on deep vision systems
Real-time video objects detection, tracking, and recognition are challenging issues due to the real-time processing requirements of the machine learning algorithms. In recent years, video processing is perfor...
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Chapter and Conference Paper
Statistical Features Based Noise Type Identification
In this paper, a new technique for automatically identifying the type of noise in digital images has been proposed. Our statistical features based noise Type identification scheme uses machine learning to dist...
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Article
Open AccessCorrelated Networks for Content Based Image Retrieval
Efficient CBIR systems are based on three things, (1) how they represent the repository images in the form of signature; (2) how they measure the similarity of the database images with query image, (3) how the...
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Article
Open AccessAnisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction
In medical field visualization of the organs is very imperative for accurate diagnosis and treatment of any disease. Brain tumor diagnosis and surgery also required impressive 3D visualization of the brain to ...
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Article
Wavelets-based facial expression recognition using a bank of support vector machines
A human face does not play its role in the identification of an individual but also communicates useful information about a person’s emotional state at a particular time. No wonder automatic face expression re...
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Chapter and Conference Paper
Segmentation of Brain Tumor Tissue Using Marker Controlled Watershed Transform Method
Medical imaging makes use of the technology to noninvasively reveal the internal structure of the human body. By using medical imaging modalities patient’s life can be improved through a precise and rapid trea...
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Chapter and Conference Paper
Automated Requirements Elicitation for Global Software Development (GSD) Environment
Global software development (GSD) outsourcing is a modern business strategy for producing high quality software at low cost. Most of the problems in Global software development (GSD) occur due to the lack of c...
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Chapter and Conference Paper
Gabor Based Gender Classification with Classifier Independent Feature Selection
The study presents an efficient gender classification technique. The gender of a facial image is the most prominent feature, and improvement in the existing gender classification methods will result in the hig...
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Chapter and Conference Paper
Bayesian Classification Using DCT Features for Brain Tumor Detection
Mortality rate by the brain tumor was very high some years before. But now this rate is decreased in the recent years due to the earlier diagnosis and proper treatment. Chances of the long survival of the pati...
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Chapter and Conference Paper
Automatic Fatigue Detection of Drivers through Yawning Analysis
This paper presents a non-intrusive fatigue detection system based on the video analysis of drivers. The focus of the paper is on how to detect yawning which is an important cue for determining driver’s fatigu...
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Chapter and Conference Paper
Robust and Imperceptible Watermarking of Video Streams for Low Power Devices
With the advent of internet, every aspect of life is going online. From online working to watching videos, everything is now available on the internet. With the greater business benefits, increased availabilit...
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Chapter and Conference Paper
GA-SVM Based Lungs Nodule Detection and Classification
In this paper we have proposed a method for lungs nodule detection from computed tomography (CT) scanned images by using Genetic Algorithms (GA) and morphological techniques. First of all, GA has been used for...
