Computer Vision Systems

This volume brings together a selection of the most influential current thinkers in the area of visual perception. We are often confused by our visual systems, for example size distortions, but there

Computer systems have become an integral part of most companies. The newest of these is Manufacturing Execution Systems (MES), a technology that provides on-line application software that companies re

This annual edition offers up-to-the-minute information on technological innovation and change along with a built-in study guide. Outlines the essential skills needed to achieve computer literacy incl

A textbook for a one term or semester undergraduate course in computer science, updated (from 1988) to include newer operating systems such as IBM's OS/2 and the latest hardware. Assumes a familiarity

No new product offering has had greater impact on the computer industry than the IBM System/360. "IBM's 360 and Early 370 Systems "describes the creation of this remarkable system and the developments

An operating system is probably the most important part of the body of soft- ware which goes with any modern computer system. I ts importance is reflected in the large amount of manpower usually inves

Published ahead of its time, this trendsetting textbook was first introduced to electrical engineering, computer engineering and computer science instructors in 1999. Since then, Patt and Patels "Intr

The field of forensic psychology has traditionally been associated largely with forensic mental health evaluations prepared for consideration by courts and other entities, and far less attention has been paid to the development and dissemination of services and interventions that may be informed by such assessments. As a result, the majority of practitioners do not know how to go about pursuing such professional opportunities. Responding to this need for more community-based services for justice-involved individuals and the lack of coordination, The Path Forward presents a detailed survey of different focus areas of professional forensic practice within community settings. These projects and psychological services are creative, expand boundaries, and offer a roadmap and a vision for the future of these areas as well as broadening awareness of what these services and projects are actually providing. Covering the domains of assessment, intervention, consultation, and education, and writt

This book presents a coherent, novel vision of Smart Cities, built around a value-driven architecture. It describes the limitations of the contemporary notion of the Smart City and argues that the nex

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer s

Although complex systems have been thoroughly studied by different scientific communities, Computer Science opens up potential that had not been fully exploited in this field. This book examines the m

This book provides a careful explanation of the basic areas of electronics and computer architecture, along with lots of examples, to demonstrate the interface, sensor design, programming and microcon

Modularity—the attempt to understand systems as integrations of partially independent and interacting units—is today a dominant theme in the life sciences, cognitive science, and computer

This is one of the first books on the emerging research topic of digital compensation of RF imperfections. The book presents a new multidisciplinary vision on the design of wireless communication syst

Papers from the 2005 flagship meeting on neural computation, with contributions fromphysicists, neuroscientists, mathematicians, statisticians, and computer scientists.

The shift in the practice of human-computer interaction (HCI) Design from user-centered to context-based design marks a significant change in focus. With context-based design, designers start not wit

This collection of 38 papers and 29 posters from the May 2004 conference reports on research and development activities in computer vision, robot vision, image processing, medical imaging, and pattern

Urban planners who need to design information systems require an understanding of systems analysis, data acquisition and GIS. In recent times the need has been to make computer-based maps by using a G

Urban planners who need to design information systems require an understanding of systems analysis, data acquisition and GIS. In recent times the need has been to make computer-based maps by using a G

This book brings together novel concepts in machine vision, computer graphics, and threedimensional modelling, in solving real practical inspection problems. Automated inspection of three-dimensional

This volume contains the refereed and invited papers presented at Expert Systems 90, the tenth annual conference of the British Computer Society's Specialist Group on Expert Systems, held in London in

"AI expert Jerry Kaplan explains how generative AI will revolutionize virtually every human activity. Highly recommended." - Francis Fukuyama, Political scientist and author of The End of History and the Last Man Advances in Generative Artificial Intelligence (GAI) have created a new class of computer systems that exhibit astonishing proficiency on a wide variety of tasks with superhuman performance, producing novel text, images, music, and software by analyzing enormous collections of digitized information. Soon, these systems will provide expert medical care; offer legal advice; draft documents; write computer programs; tutor our children; and generate music and art. These advances will accelerate progress in science, art, and human knowledge, but they will also bring new dangers. Have we finally discovered the holy grail of AI - machines that match or exceed human intelligence? Which industries and professions will thrive, and which will wither? What risks and dangers will it pose?

Smartphones, nuclear warheads, moon bases, computers . . . all bear the fingerprints of one remarkable man: John von Neumann. Born in Budapest in 1903, he moved to America in 1930 and--in his work as mathematician, physicist, computer scientist, and engineer--became one of the most influential scientists of the century. Von Neumann was instrumental in the Manhattan Project and the design of the atom bomb; he helped formulate game theory, the bedrock of Cold War geopolitics and modern economic theory; he created the programmable digital computer; he prophesized the potential of nanotechnology; and, from his deathbed, he outlined a vision of artificial intelligence.In telling the story of Von Neumann's life and ideas, Ananyo Bhattacharya explores how a combination of genius and historical circumstance allowed one man to sweep through so many different fields of science, sparking revolutions wherever he went. The Man from the Future is a thrilling biography of a visionary thinker who shap

【本書特色】 最貼近新手的深度學習理論及應用全方位入門書！ ✪學習必備理論，打好基礎，新手不怕被過多的數學式嚇跑。 ✪使用PyTorch直覺易懂且強大的深度學習框架，開始應用的第一步。 ✪了解自然語言處理、電腦視覺與強化學習等三大領域經典應用與實作，領略深度學習的強大。 ✪兼顧理論與實作，而非偏頗一方，培養讀者較全面的理解。 ✪包含經典學術論文與知名專案技術講解，幫助讀者掌握此技術所能到達的高度。 ✪每章末提供自我檢驗題目，幫助理解與統整各章概念。 【內容簡介】 本書內容改編自第12屆iT邦幫忙鐵人賽AI & Data組冠軍系列文章《Knock Knock！Deep Learning》，是專為深度學習初學者所規劃的內容，旨在以淺顯易懂的文字，帶領深度學習領域的新手度過入門撞牆期。內容從深度學習的基本理論開始，並以PyTorch框架的介紹過渡至應用篇，最後以自然語言處理、電腦視覺與強化學習等三大領域的經典論文與實作專案收尾，循序漸進且去蕪存菁。本書會帶入許多故事性的敘述和插圖，結合作者自身在史丹佛大學修讀碩士期間的學習心得，以及深度學習發展相關的故事，期使本書讀起來不會如教科書一樣厚重，亦不會像網路上的技術文章一般零散無脈絡，讓讀者對深度學習領域的發展有一定的概念。 【內容重點】 ✪了解深度學習的基礎理論以及必備的實作知識與工具 內容從人類的神經網路開始，介紹深度學習與其相似之處，並理解神經網路的學習步驟，同時也介紹一些必備的實作知識與工具，以具備基本的實作工程技能。 ✪入門深度學習框架PyTorch 內容介紹語法簡潔、好上手且在學術界流行的PyTorch框架，著重實作與應用。 ✪深度學習×自然語言處理×電腦視覺×強化學習 內容會依序談到深度學習在三方面的應用，如自然語言處理（Natural Language Processing，NLP )、電腦視覺（Computer Vision，CV )、強化學習（Reinforcement Learning，RL )。除了基本簡介外，還會介紹一些基本實作和改變世界的技術成果。 【適用讀者】 ✪對深度學習有興趣，但還不知道它是什麼、能做什麼的新手。 ✪零散讀過深度學習相關文章，但仍有知識缺口的入門者。 ✪被教科書中龐大的數學理論嚇到，而對深度學習卻步的讀者。 ✪正在上學校的深度學習課程，但不知道實作從何開始的學生。

Many machine learning algorithms require real-valued feature vectors of data instances as inputs. By projecting data into vector spaces, representation learning techniques have achieved promising performance in many areas such as computer vision and natural language processing. There is also a need to learn representations for discrete relational data, namely networks or graphs. Network Embedding (NE) aims at learning vector representations for each node or vertex in a network to encode the topologic structure. Due to its convincing performance and efficiency, NE has been widely applied in many network applications such as node classification and link prediction.This book provides a comprehensive introduction to the basic concepts, models, and applications of network representation learning (NRL). The book starts with an introduction to the background and rising of network embeddings as a general overview for readers. Then it introduces the development of NE techniques by presenting se

近年來，深度學習的相關演算法已被廣泛使用在電腦視覺(computer vision)、神經機器翻譯(neural machine translation)、神經風格轉換(neural style transfer)及聊天機器人(chatbots)等的應用。 雖然網路上已經提供了許多深度學習的各種演算法程式，但若只會使用程式卻不瞭解各種演算法的內涵，對於深度學習的領域只能是見樹不見林，無法真正體會深

Network flow theory has been used across a number of disciplines, including theoretical computer science, operations research, and discrete math, to model not only problems in the transportation of goods and information, but also a wide range of applications from image segmentation problems in computer vision to deciding when a baseball team has been eliminated from contention. This graduate text and reference presents a succinct, unified view of a wide variety of efficient combinatorial algorithms for network flow problems, including many results not found in other books. It covers maximum flows, minimum-cost flows, generalized flows, multicommodity flows, and global minimum cuts and also presents recent work on computing electrical flows along with recent applications of these flows to classical problems in network flow theory.

This handbook covers the fundamental principles and theory, and the state-of-the-art research, systems and applications, in the area of mobility data privacy. It is primarily addressed to computer sci

This textbook serves the needs of engineers and computer scientists responsible for designing, implementing, and verifying secure computer and information systems. Methods are based on the application

This book highlights the most important aspects of mathematical modeling, computer simulation, and control of medium-scale power systems. It discusses a number of practical examples based on Sri Lanka

This book will focus on the development of scalable and performance portable scientific applications for future exascale computer systems. The main body of the book will be a series of chapters that c

The book is written for students studying Management Information Systems, Accounting Information Systems or Computer Science, and exposed to the subject for the first time. With 12 chapters of roughly

Computer scientists describe the current understanding and practice of machine learning, both supervised and unsupervised, in a range of fields. They cover mobile vision for a plant biometric syste

《電腦視覺檢測逆問題導論》(Introduction to Inverse Problems in Computer Vision Inspection) 一書介紹了利用電腦視覺這一嶄新的技術手段進行無接觸、高速的目標檢測和測量方法, 以及為達到其目標所採用的數學逆問題處理手段。本書從數學逆問題的角度歸納了電腦視覺處理圖像的常用技術, 解析了相關的數學方法, 較為系統介紹了利用電腦視覺進行檢測一些

This book covers the major categories of malware that infect your enterprise computer systems. The book defines the security principles that should be followed within the infrastructure and how you ca

The bestselling author of The Art of Possibility returns with a new vision for achieving true human fulfillmentIn this powerful and inspiring book, family systems therapist and executive coach Rosamun