This book covers fundamental principles and computational approaches relevant to visual saliency computation. As an interdisciplinary problem, visual saliency computation is introduced in this book from an innovative perspective that combines both neurobiology and machine learning. The book is also well-structured to address a wide range of readers, from specialists in the field to general readers interested in computer science and cognitive psychology. With this book, a reader can start from the very basic question of "what is visual saliency?" and progressively explore the problems in detecting salient locations, extracting salient objects, learning prior knowledge, evaluating performance, and using saliency in real-world applications. It is highly expected that this book will spark a great interest of research in the related communities in years to come.
This book presents an overview of the state of the art in video coding technology. Specifically, it introduces the tools of the AVS2 standard, describing how AVS2 can help to achieve a significant improvement in coding efficiency for future video networks and applications by incorporating smarter coding tools such as scene video coding. Features: introduces the basic concepts in video coding, and presents a short history of video coding technology and standards; reviews the coding framework, main coding tools, and syntax structure of AVS2; describes the key technologies used in the AVS2 standard, including prediction coding, transform coding, entropy coding, and loop-filters; examines efficient tools for scene video coding and surveillance video, and the details of a promising intelligent video coding system; discusses optimization technologies in video coding systems; provides a review of image, video, and 3D content quality assessment algorithms; surveys the hot research topics in video compression.
The only integrative approach to chaos and random fractal theory Chaos and random fractal theory are two of the most important theories developed for data analysis. Until now, there has been no single book that encompasses all of the basic concepts necessary for researchers to fully understand the ever-expanding literature and apply novel methods to effectively solve their signal processing problems. Multiscale Analysis of Complex Time Series fills this pressing need by presenting chaos and random fractal theory in a unified manner. Adopting a data-driven approach, the book covers: DNA sequence analysis EEG analysis Heart rate variability analysis Neural information processing Network traffic modeling Economic time series analysis And more Additionally, the book illustrates almost every concept presented through applications and a dedicated Web site is available with source codes written in various languages, including Java, Fortran, C, and MATLAB, together with some simulated and experimental data. The only modern treatment of signal processing with chaos and random fractals unified, this is an essential book for researchers and graduate students in electrical engineering, computer science, bioengineering, and many other fields.
In attempts to reduce greenhouse gas emissions, many alternatives to manufacturing have been recommended from a number of international organizations. Although challenges will arise, remanufacturing has the ability to transform ecological and business value. Computational Intelligence in Remanufacturing introduces various computational intelligence techniques that are applied to remanufacturing-related issues, results, and lessons from specific applications while highlighting future development and research. This book is an essential reference for students, researchers, and practitioners in mechanical, industrial, and electrical engineering.
The first notable feature of this book is its innovation: Computational intelligence (CI), a fast evolving area, is currently attracting lots of researchers’ attention in dealing with many complex problems. At present, there are quite a lot competing books existing in the market. Nevertheless, the present book is markedly different from the existing books in that it presents new paradigms of CI that have rarely mentioned before, as opposed to the traditional CI techniques or methodologies employed in other books. During the past decade, a number of new CI algorithms are proposed. Unfortunately, they spread in a number of unrelated publishing directions which may hamper the use of such published resources. These provide us with motivation to analyze the existing research for categorizing and synthesizing it in a meaningful manner. The mission of this book is really important since those algorithms are going to be a new revolution in computer science. We hope it will stimulate the readers to make novel contributions or even start a new paradigm based on nature phenomena. Although structured as a textbook, the book's straightforward, self-contained style will also appeal to a wide audience of professionals, researchers and independent learners. We believe that the book will be instrumental in initiating an integrated approach to complex problems by allowing cross-fertilization of design principles from different design philosophies. The second feature of this book is its comprehensiveness: Through an extensive literature research, there are 134 innovative CI algorithms covered in this book.
At the end of the Warring States Period, the Qin Kingdom began to become more and more powerful after the Shang Martingale Change Method was adopted. After the internal strife of Lao Ai and Lu Buwei, the First Emperor, Ying Zheng, appointed Li Si as the prime minister, and Wang Jian and Huan Gonggong as the grand generals. This action infuriated all the people in the world. Some of them raised their hands to fight back, and the most powerful force was the Mo family. Since the Mo family had always followed the strategy of "loving each other but attacking each other", the world's righteous scholars all responded, and those who responded threw life and death away, and the people of the martial world all revered them as "ink people". Faced with the pressure of the Blizzard Qin, could the Mo family turn the tide? This was how a life-and-death duel would begin? [Previous Chapter] [Table of Contents] [Next Chapter]
Understanding the dynamics of multi-phase flows has been a challenge in the fields of nonlinear dynamics and fluid mechanics. This chapter reviews our work on two-phase flow dynamics in combination with complex network theory. We systematically carried out gas-water/oil-water two-phase flow experiments for measuring the time series of flow signals which is studied in terms of the mapping from time series to complex networks. Three network mapping methods were proposed for the analysis and identification of flow patterns, i.e. Flow Pattern Complex Network (FPCN), Fluid Dynamic Complex Network (FDCN) and Fluid Structure Complex Network (FSCN). Through detecting the community structure of FPCN based on K-means clustering, distinct flow patterns can be successfully distinguished and identified. A number of FDCN’s under different flow conditions were constructed in order to reveal the dynamical characteristics of two-phase flows. The FDCNs exhibit universal power-law degree distributions. The power-law exponent and the network information entropy are sensitive to the transition among different flow patterns, which can be used to characterize nonlinear dynamics of the two-phase flow. FSCNs were constructed in the phase space through a general approach that we introduced. The statistical properties of FSCN can provide quantitative insight into the fluid structure of two-phase flow. These interesting and significant findings suggest that complex networks can be a potentially powerful tool for uncovering the nonlinear dynamics of two-phase flows.
In the past, her wish was very small, small enough to only have a home was enough. Even if she had to helplessly watch her beloved marry someone else, she would still be able to smile and offer her blessings. But why couldn't such a simple wish be fulfilled? What went wrong? She didn't understand. This enmity and hatred between countries, the common people in this world, it was just a joke in the human world.
At the end of the Warring States Period, the Qin Kingdom began to become more and more powerful after the Shang Martingale Change Method was adopted. After the internal strife of Lao Ai and Lu Buwei, the First Emperor, Ying Zheng, appointed Li Si as the prime minister, and Wang Jian and Huan Gonggong as the grand generals. This action infuriated all the people in the world. Some of them raised their hands to fight back, and the most powerful force was the Mo family. Since the Mo family had always followed the strategy of "loving each other but attacking each other", the world's righteous scholars all responded, and those who responded threw life and death away, and the people of the martial world all revered them as "ink people". Faced with the pressure of the Blizzard Qin, could the Mo family turn the tide? This was how a life-and-death duel would begin? [Previous Chapter] [Table of Contents] [Next Chapter]
This is the first ethnography to explore the world's only gender-defined and now disappearing 'women's script', known as nüshu, script circulated exclusively in Jiangyong County of Hunan Province in south China. Based on twenty years of fieldwork conducted since 1992, this book uses nüshu in conjunction with its affiliated singing tradition nüge (women's song), complemented by a life narrative approach, to unfold peasant women's lifeworlds that constitute a summation of shifting realities that engage women's voice (sentiments and perspectives), expression/performance, and practice.
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