Probabilistic Graphical Model for Computer Vision

This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how to exploit these relationships to make new inferences about the world from new image data. With minimal prerequisites, the book starts from the basics of probability and model fitting and works up to real examples that the reader can implement and modify to build useful vision systems. Primarily meant for advanced undergraduate and graduate students, the detailed methodological presentation will also be useful for practitioners of computer vision. • Covers cutting-edge techniques, including graph cuts, machine learning and multiple view geometry • A unified approach shows the common basis for solutions of important computer vision problems, such as camera calibration, f

Join Peppa Pig and friends in a fun story from Read It Yourself - a structured programme to support children from first phonics to fluent readingBased on the award-winning children's series!Featuring everyone's favourite little piggy, Peppa! Peppa and George must be on their best behaviour so they can play on the computer once Mummy Pig finishes working. Can Daddy Pig come to the rescue when the computer breaks?Peppa Pig: The Family Computer is from Early Reader Level 1 and is perfect for children aged from 4+ who are taking their first steps beyond phonics.Each book has been carefully checked by educational and subject consultants and includes comprehension puzzles, book band information, and tips for helping children with their reading.With five levels to take children from first phonics to fluent reading and a wide range of different stories and topics for every interest, Read It Yourself helps children build their confidence and begin reading for pleasure.

This 2002 book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become increasingly an active field of research and practice in artificial intelligence, operations research and statistics. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. Yang Xiang extends graphical dependence models to the distributed and multi-agent paradigm. He identifies the major technical challenges involved in such an endeavor and presents the results. The framework developed in the book allows distributed representation of uncertain knowledge on a large and complex environment embedded in multiple cooperative agents, and effective, exact and distributed probabilistic inference.

What exactly is a computer? How does it work? What is it made of? Learn all this and more with Ruby!In Ruby's world anything is possible if you put your mind to it—even fixing her father's broken comp

The present book analyses critically the tripartite mimicry model (consisting of the mimic, model and receiver species) and develops semiotic tools for comparative analysis. It is proposed that mimicr

Computer Vision: A Modern Approach, 2e, is appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering an

This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterizatio

Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for b

Heisman Trophy winner, multi-sport athlete, special needs advocate, and positive role model Tim Tebow encourages children to embrace their unique qualities in his first book for children, a winning ta

Choose your faction, pick your weapon, and prepare for an astonishing vision of the world of Azeroth like you've never seen before! Built by best-selling paper engineer Matthew Reinhardt, the World of

Funny and totally true childhood biographies and full-color illustrations tell tales from the challenging yet defining growing-up years of Albert Einstein, Jane Goodall, Marie Curie, and 12 other brilliant scientists.Every great scientist started out as a kid. Before their experiments, inventions, and discoveries that changed the world, the world's most celebrated scientists had regular-kid problems just like you.*Stephen Hawking hated school, and preferred to spend his free time building model airplanes, inventing board games, and even building his own computer.*Jane Goodall got in trouble for bringing worms and snails into her house.*And Neil deGrasse Tyson had to start a dog-walking business to save up money to buy a telescope.Readers ages 8 to 12 years old will learn all the stories of a diverse and inclusive group—also including Temple Grandin, Nikola Tesla, Ada Lovelace, Benjamin Franklin, Isaac Newton, Rosalind Franklin, Sally Ride, Rachel Carson, George Washington Carver, and V

A picture book biography of Ada Lovelace, the woman recognized today as history’s first computer programmer—she imagined them 100 years before they existed!In the early nineteenth century lived Ada By

In 16 chapters, computer science, learning, and other researchers from South America, the US, Australia, and Europe describe user-centered design strategies for massive open online courses (MOOCs), ba

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret

Praise for Winning At Retail "Winning at Retail offers the most effective strategies available for retailers. At McDonald's, the 'Quick-EST' model is crucial, because being close and convenient to where our customers live, work, and shop helps us create maximum value. If you want to harness your company's strengths to become a leader in your category-and stay in tune with what your customers want-this is the book for you." -Jim Rand, Senior Vice President of Business Development, McDonald's Corporation "Winning at Retail provides a thoughtful approach to retail differentiation. Ander and Stern warn of the 'treacherous middle' into which retailers too easily drift. They inspire us to avoid this peril through case studies of retailers who have assumed leadership through courageous choice." -Robert L. Price, Senior Vice President and Chief Marketing Officer, Wawa "In a difficult retail environment, this book provides crucial guidance for staying on top of your competition-by taking the cu

Modern blockbuster movies seamlessly introduce impossible characters and action into real-world settings using digital visual effects. These effects are made possible by research from the field of computer vision, the study of how to automatically understand images. Computer Vision for Visual Effects will educate students, engineers and researchers about the fundamental computer vision principles and state-of-the-art algorithms used to create cutting-edge visual effects for movies and television. The author describes classical computer vision algorithms used on a regular basis in Hollywood (such as blue screen matting, structure from motion, optical flow and feature tracking) and exciting recent developments that form the basis for future effects (such as natural image matting, multi-image compositing, image retargeting and view synthesis). He also discusses the technologies behind motion capture and three-dimensional data acquisition. More than 200 original images demonstrating princi

This book provides comprehensive coverage of methods for the empirical evaluation of computer vision techniques. The practical use of computer vision requires empirical evaluation to ensure that the o

Part of the bestselling Little People, BIG DREAMS series, Alan Turing tells the inspiring story of the father of theoretical computer science and artificial intelligence.In this book from the critically acclaimed, multimillion-copy bestselling Little People, BIG DREAMS series, discover the life of Alan Turing, the genius code cracker and father of theoretical computer science and artificial intelligence.Alan grew up in England, where his best friends were numbers and a little boy called Christopher. When his young friend died, Alan retreated to the world of numbers and codes, where he discovered how to crack the code of the Nazi Enigma machine. This moving book features stylish and quirky illustrations and extra facts at the back, including a biographical timeline with historical photos and a detailed profile of the brilliant mathematician's life.Little People, BIG DREAMS is a bestselling biography series for kids that explores the lives of outstanding people, from designers and artist

Picture a computer scientist, staring at a screen and clicking away frantically on a keyboard, hacking into a system, or perhaps developing an app. Now delete that picture. In Once Upon an Algorithm,

Sophia Marcus, 21, has already mapped out every aspect of her glamorous life as a Hollywood actor on her vision board. But her life right now in Toronto is anything but exciting. Attending fruitless a

The new 6th edition of Applied Combinatorics builds on the previous editions with more in depth analysis of computer systems in order to help develop proficiency in basic discrete math problem solving

Covering many techniques widely used in research, this book will help researchers in the physical sciences and engineering solve troublesome - and potentially very time consuming - problems in their work. The book deals with technical difficulties that often arise unexpectedly during the use of various common experimental methods, as well as with human error. It provides preventive measures and solutions for such problems, thereby saving valuable time for researchers. Some of the topics covered are: sudden leaks in vacuum systems, electromagnetic interference in electronic instruments, vibrations in sensitive equipment, and bugs in computer software. The book also discusses mistakes in mathematical calculations, and pitfalls in designing and carrying out experiments. Each chapter contains a summary of its key points, to give a quick overview of important potential problems and their solutions in a given area.

Graphical models are a statistical tool used for a wide range of applications. There has been a huge amount of research in this topic across statistics, mathematics and computer science in the last fe

Digital practices are shaped by graphical representations that appear on the computer screen, which is the principal surface for designing, visualizing, and interacting with digital information. Befor

Computer Vision: Principles, Algorithms, Applications, Learning (previously entitled Computer and Machine Vision) clearly and systematically presents the basic methodology of computer vision, covering

In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient represent

Intended for graduate students and computer vision researchers, this book examines 3D vision computer chip architecture. Focusing on the Verilog HDL language, Jeong looks at the algorithms and archite

Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and p

Integrating Graphics and Vision for Object Recognition serves as a reference for electrical engineers and computer scientists researching computer vision or computer graphics. Computer graphics an

★ 拿到第一支手機前後，最需要的一本數位生活入門書★ 從設定、拍照、下載 App 到隱私與網路安全，全面實用★ 幫助孩子學會自在使用科技，也懂得保護自己與尊重他人對許多孩子來說，擁有一支手機，就像拿到通往新世界的鑰匙。它可以拍照、聽音樂、查資料、玩遊戲、做功課，也能立刻和朋友家人保持聯繫。可是，真正重要的，從來不只是「會用」，而是怎麼用得安心、得體又有分寸。本書專為9歲以上讀者設計，不分品牌與型號，都能找到實用的手機知識。從基本設定、管理 App、善用拍照功能，到辨識釣魚、機器人帳號、酸民與網路霸凌，內容完整又貼近孩子日常。也帶讀者理解隱私設定、螢幕時間管理，以及在享受科技便利的同時，如何保有與真實生活的連結。由專業作家與兒童心理學家共同打造，搭配充滿活力的插圖，讓孩子在輕鬆閱讀中，建立正確的數位素養與安全觀念。Whether you've just got your first phone or had a new one, this book will lead you through how your phone works, how to look after it, and how to be safe and thoughtful as you use it. The advice is relevant for all phone users, whatever make or model you might have, and whether it's your first phone or not.Your new phone is a computer, a camera, a sound system and communicator all rolled in to one-and small enough to fit in your pocket. But you knew all that already! So, what else do you need to know? Where to download apps? How to behave online? And what about phishing, trolling and bots? The answers to all this and more are in th

Across Brazil and around the world, the elegant and meticulously crafted spaces designed by the firm Dado Castello Branco Arquitetura e Interiores are known for blending functionality with aesthetic allure. These places residences, apartments, and villas, all in the signature style the firm has honed since its founding in Sao Paulo in the early 1990s are brought to cinematic life by Brazilian artistic director and visual artist Ricardo van Steen. In these pages, van Steen stages a visual journey through four key elements of the company s sophisticated design vision: He considers light as medium and muse, almost a character in the drama of each living, breathing space.He attends to matter, meaning the very materials of wood, copper, stone, fabric, and glass through which Dado s designs achieve their richness and authenticity. He turns to the horizon, an essential feature that opens up perspectives and creates visual intrigue, serving as a metaphorical guide to the soul of the space. And

上網好好玩，有遊戲、影片、還能交新朋友！但也不是每件事都安全可靠。這本輕鬆有趣的圖文書，教孩子如何聰明使用手機、平板和電腦，保護自己、找到適合的內容，還學會做個線上線下都友善的好朋友。一起讓科技變成生活好幫手，而不是大麻煩！Introduce kids to online safety with this must-have book for any kid who gets tablet, phone, or computer time! Buy this book if you’re looking for:★ A fun, accessible, kid-friendly guide to safe, healthy, and productive screen time ★ A gift for a kid getting their first phone★ Ways to start conversations and set boundaries around social media use The on-screen world is super exciting—there are games, and new friends, and funny videos! But too much of a good thing isn’t always healthy, and not everything you see online can be trusted. Luckily, this book is here to help you navigate the highs and lows of screen time. Through hilarious comics and vibrant illustrations, readers of all ages will discover how to make good choices, use devices responsibly, find content that’s just right, and be a good friend on and offline. Ultimately technology should ENHANCE your life, NOT overtak

Geronimo and friends have to get to the bottom of a crown jewel of a case! Checkmate, cheese-lovers, er, we mean chess-lovers. For once, all is quiet in New Mouse City, so Geronimo Stilton, Editor-in-Chief of The Rodents Gazette can report on an incredible chess match-up. On one side, Gary Goudov, world-renowned chess champion, and on the other side, a super chess-playing computer! But after Geronimo leaves, the infamouse Gem Gang commits a string of robberies that only the Stiltons can untangle. Can Geronimo, Benjamin, and Thea protect the good mice of New Mouse City from the greed of the Gem Gang? Find out in this cheddar-ific volume of GERONIMO REPORTER.

Where's the best place on Earth for the Marshmallow Martians to learn new things? School, of course! This new graphic chapter series will delight independent readers with its hilarious second installment!Lunchboxes, recess, and gym--oh my! Without G.L.O.W., their Galactic Learning Online Whiz (which is a fancy way of saying "computer"), the Marshmallow Martians don't know where to turn for information. So they have to go to where all the cool kids learn--earthling school. This hilarious companion to Marshmallow Martians: Show and Smell will make kids look at life on Earth through fresh (googly) eyes.This silly graphic chapter book with its ensemble of lovable martians will have kids ages 5-8 laughing out loud while gaining confidence in reading. Graphic chapter books serve as a great bridge to graphic novels and longer chapter books.

A revealing exploration of Edward Hopper’s inspired relationship to New York City through his paintings, drawings, prints, and never-before-published archival materialsThis engaging book delves into the iconic relationship between Edward Hopper (1882–1967) and New York City. This comprehensive look at an essential aspect of the revered American artist’s life reveals how Hopper’s experience of New York’s spaces, sensations, and architecture shaped his vision and served as a backdrop for his distillations of the urban experience. During sidewalk strolls and elevated train rides, Hopper sketched the city’s many windowed facades. Exterior views gave way to interior lives, forging one of Hopper’s defining preoccupations: the convergence of public and private. These permeable walls allowed Hopper to evoke the perplexing awareness of being alone in a crowd that is synonymous with modern urban life.Drawing on the vast resources of the Whitney Museum of American Art, the largest repository of H

本書透過詩意語言與溫潤圖像，刻畫孩子身上的多樣性與未竟的潛能——靜靜傾聽的孩子或許是未來的領袖，熱愛奔跑的少年也可能成為療癒人心的作家。一本適合各年齡閱讀的成長之書。From a Newbery Medal-winning author and a New York Times bestselling illustrator comes a deeply moving ode to the complexity and uniqueness of every child.In profound, uplifting verse and sumptuous artwork, beloved creators Matt de la Peña and Corinna Luyken explore the endless possibilities each child contains: A young dancer may grow into a computer coder; a basketball player might become a poet; a class clown may one day serve as an inspiring teacher; and today’s quiet empath might be tomorrow’s great leader. Here's a profound and uplifting new classic with an empowering message for readers of all ages: Your story is still being written.

奇妙的寶貝交換站帶來大好機會，把愛哭又煩人的弟弟與帥氣的吉他交換，你會如何選擇？交換，你又是爸媽唯一的寵兒；不交換，也許未來你們會開心地組起樂團。凱迪克得獎繪者幽默描繪令人又愛又恨的手足之情。Acclaimed singer-songwriter Rhett Miller teams up again with Caldecott Medalist and bestselling artist Dan Santat in a laugh-out-loud rhyming story about an older sibling who gets an opportunity to trade his younger brother for cool stuff when he finds a magical baby changing station. Before Joe rolled in / I was the ten-year-old King / of all I surveyed / Now that he's here / It's perfectly clear / That I / am in the way. James is NOT a fan of his new little brother, Joe. His parents adore Joe and don't have time for James anymore. What is an older sibling supposed to do?! When James stumbles upon a baby-changing station that can exchange younger siblings for much more exciting things, he is faced with endless options. Should he choose the night-vision googles, a cool chemistry set, a guitar, or keep his baby brother? James is put through the ultimate test until he realizes that being a big

The legendary country musician, reading advocate, and philanthropist Dolly Parton is the 28th in the New York Times bestselling picture book biography series for ages 5 to 8. This book spotlights Dolly Parton, known for her beloved country songs, who has also sent over 150 million free books to children through her Imagination Library. This friendly, fun biography series inspired the PBS Kids TV show Xavier Riddle and the Secret Museum. One great role model at a time, these books encourage kids to dream big. Included in each book are: - A timeline of key events in the hero's history- Photos that bring the story more fully to life- Comic-book-style illustrations that are irresistibly adorable- Childhood moments that influenced the hero- Facts that make great conversation-starters- A character trait that made the person heroic and that readers can aspire to You'll want to collect each book in this dynamic, informative series!

An engaging picture book biography based on the incredible true story of a Jewish refugee who pioneered home video games and launched a worldwide obsession. Do you ever wonder how video gaming was invented? What came before your PlayStation or Xbox? This is the story of Ralph Baer, a refugee from Nazi Germany, who used his skills―and a lot of ingenuity and persistence―to make life a little more fun. Television was new when Ralph returned from serving in World War II, but he didn’t settle for watching TV. He knew it could be even more fun if you could play with it. He tinkered and tested, got help and rejected, but with perseverance and skill, he made his vision come true! This is the inspiring story of a fearless inventor who made TV video games a reality.

Counting and culture come together in this stunning companion to Golden Domes and Silver Lanterns. From one sun to countless stars, this gentle introduction to numbers also celebrates the many diverse traditions of the Muslim world, encouraging readers young and old to reflect upon--and count--their many blessings. Like Golden Domes and Silver Lanterns and Crescent Moons and Pointed Minarets, this latest offering in the Concepts of the Muslim World series has stunning illustrations, rhyming read-aloud text, and informative back matter, and it is equally at home in the classroom or being read on a parent's lap. HENA KHAN'S AWARD-WINNING BOOKS: Hena Khan's picture books have garnered numerous awards: Parents' Choice Recommended Seal, Booklist Top 10 Religion Book for Youth, and Chicago Public Library Best Book, among many others. MUSLIM TALENT: Created by a Muslim Pakistani American author and a Muslim Pakistani British illustrator, this book reflects their shared experiences and vision.