1# Library to Find Best eBook for Read
Author : Christian Bähnisch
Release : 2008
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis A Comparative Study of Image Segmentation by Means of Normalized Graph Cut Methods by : Christian Bähnisch
Download or read book A Comparative Study of Image Segmentation by Means of Normalized Graph Cut Methods written by Christian Bähnisch. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yanhui Guo
Release :
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis An Efficient Image Segmentation Algorithm Using Neutrosophic Graph Cut by : Yanhui Guo
Download or read book An Efficient Image Segmentation Algorithm Using Neutrosophic Graph Cut written by Yanhui Guo. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt: Segmentation is considered as an important step in image processing and computer vision applications, which divides an input image into various non-overlapping homogenous regions and helps to interpret the image more conveniently. This paper presents an efficient image segmentation algorithm using neutrosophic graph cut (NGC).
Author : Ghazal Reshad
Release : 2020
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Comparative Analysis of Deep Learning and Graph Cut Algorithms for Cell Image Segmentation by : Ghazal Reshad
Download or read book Comparative Analysis of Deep Learning and Graph Cut Algorithms for Cell Image Segmentation written by Ghazal Reshad. This book was released on 2020. Available in PDF, EPUB and Kindle. Book excerpt: Image segmentation is a commonly used technique in digital image processing with many applications in the area of computer vision and medical image analysis. The goal of image segmentation is to partition an image into multiple regions, normally based on the characteristics of pixels in a given image. Image segmentation could involve separating the foreground from background in an image, or clustering image regions based on similarities in intensity, color, or shape. In this thesis, we consider the problem of cell image segmentation and evaluate the performance of two major techniques on a dataset of cell image sequences. First, we apply a traditional segmentation algorithm based on the so-called graph cut that addresses the segmentation problem using an energy minimization scheme defined on a weighted graph. Second, we use modern techniques based on deep neural networks, namely U-Net and LSTM that have a time-consuming training and a relatively quick testing phase. Performance of each technique will be analyzed qualitatively and quantitatively based on various standard measures and will be compared statistically.
Author : Vinu V. Das
Release : 2012-09-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 630/5 ( reviews)
Book Synopsis Proceedings of the Third International Conference on Trends in Information, Telecommunication and Computing by : Vinu V. Das
Download or read book Proceedings of the Third International Conference on Trends in Information, Telecommunication and Computing written by Vinu V. Das. This book was released on 2012-09-14. Available in PDF, EPUB and Kindle. Book excerpt: Third International Conference on Recent Trends in Information, Telecommunication and Computing – ITC 2012. ITC 2012 will be held during Aug 03-04, 2012, Kochi, India. ITC 2012, is to bring together innovative academics and industrial experts in the field of Computer Science, Information Technology, Computational Engineering, and Communication to a common forum. The primary goal of the conference is to promote research and developmental activities in Computer Science, Information Technology, Computational Engineering, and Communication. Another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners.
Author : Jia He
Release : 2013-08-31
Genre : Technology & Engineering
Kind : eBook
Book Rating : 606/5 ( reviews)
Book Synopsis Interactive Segmentation Techniques by : Jia He
Download or read book Interactive Segmentation Techniques written by Jia He. This book was released on 2013-08-31. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly.
