- Table View
- List View
Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings (Lecture Notes in Computer Science #11861)
by Heung-Il Suk Mingxia Liu Pingkun Yan Chunfeng LianThis book constitutes the proceedings of the 10th International Workshop on Machine Learning in Medical Imaging, MLMI 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. The 78 papers presented in this volume were carefully reviewed and selected from 158 submissions. They focus on major trends and challenges in the area, aiming to identify new-cutting-edge techniques and their uses in medical imaging. Topics dealt with are: deep learning, generative adversarial learning, ensemble learning, sparse learning, multi-task learning, multi-view learning, manifold learning, and reinforcement learning, with their applications to medical image analysis, computer-aided detection and diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc.
Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video (Springer Theses)
by Olga IsupovaThis thesis proposes machine learning methods for understanding scenes via behaviour analysis and online anomaly detection in video. The book introduces novel Bayesian topic models for detection of events that are different from typical activities and a novel framework for change point detection for identifying sudden behavioural changes.Behaviour analysis and anomaly detection are key components of intelligent vision systems. Anomaly detection can be considered from two perspectives: abnormal events can be defined as those that violate typical activities or as a sudden change in behaviour. Topic modelling and change-point detection methodologies, respectively, are employed to achieve these objectives.The thesis starts with the development of learning algorithms for a dynamic topic model, which extract topics that represent typical activities of a scene. These typical activities are used in a normality measure in anomaly detection decision-making. The book also proposes a novel anomaly localisation procedure. In the first topic model presented, a number of topics should be specified in advance. A novel dynamic nonparametric hierarchical Dirichlet process topic model is then developed where the number of topics is determined from data. Batch and online inference algorithms are developed.The latter part of the thesis considers behaviour analysis and anomaly detection within the change-point detection methodology. A novel general framework for change-point detection is introduced. Gaussian process time series data is considered. Statistical hypothesis tests are proposed for both offline and online data processing and multiple change point detection are proposed and theoretical properties of the tests are derived. The thesis is accompanied by open-source toolboxes that can be used by researchers and engineers.
Machine Learning with R Cookbook
by Yu-Wei ChiuIf you want to learn how to use R for machine learning and gain insights from your data, then this book is ideal for you. Regardless of your level of experience, this book covers the basics of applying R to machine learning through to advanced techniques. While it is helpful if you are familiar with basic programming or machine learning concepts, you do not require prior experience to benefit from this book.
Machine Vision and Augmented Intelligence—Theory and Applications: Select Proceedings of MAI 2021 (Lecture Notes in Electrical Engineering #796)
by Manish Kumar Bajpai Koushlendra Kumar Singh George GiakosThis book comprises the proceedings of the International Conference on Machine Vision and Augmented Intelligence (MAI 2021) held at IIIT, Jabalpur, in February 2021. The conference proceedings encapsulate the best deliberations held during the conference. The diversity of participants in the event from academia, industry, and research reflects in the articles appearing in the volume. The book theme encompasses all industrial and non-industrial applications in which a combination of hardware and software provides operational guidance to devices in the execution of their functions based on the capture and processing of images. This book covers a wide range of topics such as modeling of disease transformation, epidemic forecast, COVID-19, image processing and computer vision, augmented intelligence, soft computing, deep learning, image reconstruction, artificial intelligence in healthcare, brain-computer interface, cybersecurity, and social network analysis, natural language processing, etc.
Machine Vision Beyond Visible Spectrum
by Riad Hammoud Katsushi Ikeuchi Robert W. Mcmillan Guoliang FanThe material of this book encompasses many disciplines, including visible, infrared, far infrared, millimeter wave, microwave, radar, synthetic aperture radar, and electro-optical sensors as well as the very dynamic topics of image processing, computer vision and pattern recognition. This book is composed of six parts: * Advanced background modeling for surveillance * Advances in Tracking in Infrared imagery * Methods for Pose estimation in Ultrasound and LWIR imagery * Recognition in multi-spectral and synthetic aperture radar * Fusion of disparate sensors * Smart Sensors
Machine Vision Handbook
by Bruce G. BatchelorThe automation of visual inspection is becoming more and more important in modern industry as a consistent, reliable means of judging the quality of raw materials and manufactured goods . The Machine Vision Handbook equips the reader with the practical details required to engineer integrated mechanical-optical-electronic-software systems. Machine vision is first set in the context of basic information on light, natural vision, colour sensing and optics. The physical apparatus required for mechanized image capture - lenses, cameras, scanners and light sources - are discussed followed by detailed treatment of various image-processing methods including an introduction to the QT image processing system. QT is unique to this book, and provides an example of a practical machine vision system along with extensive libraries of useful commands, functions and images which can be implemented by the reader. The main text of the book is completed by studies of a wide variety of applications of machine vision in inspecting and handling different types of object.
Macho Men in South African Gyms: The Idealization of Spornosexuality (Palgrave Studies in Masculinity, Sport and Exercise)
by Jacques RothmannThis book explores the experiences of self-identified heterosexual and gay men in contemporary South African gym contexts, particularly as it relates to how the intersection of spornosexual and inclusive masculinities inform their views and enactment of their masculine and sexual identities. Chapters engage with findings from an in-depth qualitative sociological exploration on issues surrounding these masculinities among men living in South Africa who engage in gym work. The author demonstrates that men, when given the opportunity to reflect on their own and the masculinity of others, acknowledge how they promote softer, kinder, disciplined, playful, and sexually agentic masculinities through their look and touch.
The Maciste Films of Italian Silent Cinema
by Jacqueline ReichItalian film star Bartolomeo Pagano's "Maciste" played a key role in his nation's narratives of identity during World War I and after. Jacqueline Reich traces the racial, class, and national transformations undergone by this Italian strongman from African slave in Cabiria (1914), his first film, to bourgeois gentleman, to Alpine soldier of the Great War, to colonial officer in Italy's African adventures. Reich reveals Maciste as a figure who both reflected classical ideals of masculine beauty and virility (later taken up by Mussolini and used for political purposes) and embodied the model Italian citizen. The 12 films at the center of the book, recently restored and newly accessible to a wider public, together with relevant extra-cinematic materials, provide a rich resource for understanding the spread of discourses on masculinity, and national and racial identities during a turbulent period in Italian history. The volume includes an illustrated appendix documenting the restoration and preservation of these cinematic treasures.
Mackinac Bridge
by Mike FornesOn November 1, 1957, traffic officially opened on the Mackinac Bridge. That was the culmination of 70 years of talking and dreaming about a bridge acrossthe Straits of Mackinac, of discouraging attempts for legislative and congressional approval, of efforts to raise the funds, and finally of a three-year construction program necessary for the world's longest and costliest (to date) suspension bridge.Michigan's greatest symbol is expertly maintained, fully funded, and amazingly resilient to the many forces and factors of man and nature that have failed to seriously affect its status as the lone highway link between Michigan's two main peninsulas. The "miracle bridge" at the Straits of Mackinac truly allows a view that epitomizes the state motto of Michigan, Si quaeris peninsulam amoenam, circumspice, or "If you seek a pleasant peninsula, look about you."
Mackinaw City
by Madeline Okerman AdieRich in history, magnificent in scenery, and abundant in hospitality, Mackinaw City lies at the very tip of Michigan's Lower Peninsula and is the area's own majestic playground. From early Native American settlements, French explorers, and fur traders to Mackinaw City founding father Edgar Conkling's vision to build a business center upon the south shore of the Mackinac Straits, Mackinaw City does not disappoint anyone who visits it. Due to its strategic location on the crossroads of the Great Lakes, this area has always been a gathering place for early inhabitants. When the railroad arrived in the late 1800s, it provided needed transportation with unique railroad and car ferries to and from Michigan's Upper Peninsula. Today Mackinaw City still enjoys the distinction of being one of the most popular historical resort areas in Michigan. Through the insight of talented individualswho had the foresight to capture history with the interesting and colorful medium of the postcard, one is able to learn and smile at Mackinaw days gone by.
Macon
by Glenda Barnes BozemanKnown as the "Heart of Georgia," Macon was an affluent city by the time of the Civil War and escaped the destruction that accompanied Sherman's march to the sea. During Macon's prosperous Victorian period, opulent residences and ornate public buildings were constructed; these, along with those of the antebellum period, have been preserved. Author Glenda Barnes Bozeman resides in nearby Gray, Georgia. Originally from history-rich Pensacola, Florida, and as a Florida Pioneer Descendant, Glenda's love for history and historic places inspired the research that led to Then & Now: Macon.
Macon County
by Dan GuilloryMacon County occupies nearly 600 square miles of fertile farmland in the geographic center of Illinois. Abraham Lincoln made his first Illinois home here, on a pleasant bluff overlooking the Sangamon River, near presentday Harristown. On May 10, 1860, he was first nominated for the presidency in Decatur, the county seat. During the World War I era, Macon County boasted over a dozen hamlets and villages, including Warrensburg and Maroa, which both enjoyed opera houses and busy train stations. Maroa was home to John Crocker, who became a famous banker, while nearby Forsyth produced Black Bart, the infamous bank robber. After World War II, Decatur became known as the "soybean capital of the world." And today, agricultural and industrial workers depend on one another, growing and processing the corn and soybeans that have made Macon County a self-sustaining economic engine.
Macon, Georgia (Black America Series)
by Jeanne Herring Ed.S.In this engaging new visual history showcasing Macon's African Americans, vintage photographs illuminate the contributions and achievements of black citizens who have lived and worked in the heart of Georgia for more than one hundred and fifty years. Local landmarks, such as the Douglass Theater and the Harriet Tubman Museum, and unique African-American communities, such as Summerfield and Pleasant Hill, are testament to the indelible mark left on Macon by its enterprising black residents.
Macramé: The Power of Knots
by Nghi HoLearn and Master the Art of Macramé“A wonderful resource for beginning and advanced macramé artists.” ―Elizabeth Majka, Library Journal#1 New Release in Ribbons, Knots, Macrame & Rope WorkLearn the art of macramé and craft beautiful and practical creations such as wall hangings, plant hangers, jewelry, and much more.Develop a new creative hobby or just improve your macramé skills. New to macramé or an accomplished macramé artist? Either way, with the expert guidance of author Nghi Ho, online macramé community star and founder of Miss Knottie Macramé supplies, you’ll discover new macramé patterns and projects and a whole world of enjoyment and satisfaction.Relax with macramé DIY crafts. Having a stressful day? Unwind with a macramé project that can be both gratifying and fun. If you are new to macramé, Nghi Ho will show you how to get started, explain the basic materials you’ll need, and give you a good grounding in macramé knots.Inside find:Tutorials on starting your own macramé projects, macrame kits, and basic knotsCrafts to do at home and fun activities for the whole familyMacramé projects that are unique and personalizedIf you have read books like Macramè For Beginners, Statement Macramé, or Modern Embroidery, you’ll love Nghi Ho’s Macramè: The Power of Knots.
Macramé Bags: 21 Stylish Bags, Purses & Accessories to Make
by Chizu TakumaCraft your own stylish accessories worthy of a high-end boutique with this collection of 21 macramé bags, belts, and straps.From durable market totes to cross-body boho bags, there&’s a purse for every occasion. After mastering basic macramé techniques, discover how to add special details, such as wooden handles, metal buckles, and zippers, to elevate the style and function of your designs. With its assortment of small-scale projects, this book is great for beginners, but also provides fresh inspiration for veteran macramé enthusiasts looking to create wearable art.
Macrame for Beginners and Beyond: 24 Easy Macrame Projects for Home and Garden
by Amy Mullins Marnia Ryan-RaisonDiscover a fresh, new take on the traditional craft of macrame, a craft that was incredibly popular in the seventies, and which is currently enjoying a renaissance. Macrame projects are the best way to bring the current trend for luxe, boho interiors into your home. This title includes very on trend macrame projects for inside and outside the home. Choose from 12 different projects with an 'easy' and 'more advanced' version for each so you can develop your skills as you go. Learn all the basic macramé knots with the knot tutorial library so you can get started with your favourite projects straight away, whether it's the ubiquitous hanging plant holder or a stunning statement arch for the garden or a doorway.
Macramé Plant Hangers: 30 Creative Knotted Crafts for Your Stylish Home
by Chrysteen BorjaAdorn your cozy interiors with hand-woven knotted art and hanging plants.Are you a DIY home decorator, plant lover, or flower lover? We got you!Macramé plant hangers are the perfect little touch to accent your cozy, designer home. Macramé—the art of knotting made popular in the seventies—is now on a revival, bringing trendy boho vibes into your living room, bedroom, and more. And there&’s simply no better way to display your hanging plants than stringing them up in handmade woven knots.Whether you&’re a novice or seasoned knotter, Macramé Plant Hangers provides thirty quirky, yet stunning projects that will spark your DIY artist&’s imagination and get you creating. Follow detailed photographs and instructions to construct patterns with various natural fibers, including cotton rope, felted wool, silk ribbon, jute, recycled fabric, and more. There are knotted projects suitable for bigger eight-inch pots, small four-inch pots, vintage bottles, and even air plants.Including a practical beginner&’s section of knot basics; an introduction to weaving; customizable variations to add playful beads, funky fringes, and chic rope tassels to your macramé design for &“whimsy&”; and a bonus chapter on special projects that mix macramé with a dash of weaving and earthy elements, Macramé Plant Hangers is your handy guidebook to adorning interiors with your own custom hand-knotted, vintage art you can be proud of—while keeping it green!
Macraweave: Macrame Meets Weaving with 18 Stunning Home Decor Projects
by Amy Mullins Marnia Ryan-RaisonDiscover the exciting new craft that brings together two timelessly popular fiber arts to make beautiful, eye-catching pieces for your home. Learn to create stunning woven wall hangings and inject a dose of &“bohemian luxe&” to your living space. Macraweavecombines the crafts of macramé knotting with weaving to create eye-catching projects that really pop with texture and color. There are eighteen projects to choose from including woven wall hangings, table mats, plant hangers and cushions as well as accessories such as jewelry. All the instructions and projects are illustrated with step-by-step photography.
Macro Photography for Gardeners and Nature Lovers: The Essential Guide to Digital Techniques
by Alan L. DetrickGardeners and nature lovers delight in taking pictures—especially close-ups of flowers, butterflies, and insects. And though advances in digital camera technology have made taking, storing, and sharing photos easier than ever, taking top-quality pictures requires familiarity with both digital technology and the general principles of photography. Macro Photography for Gardeners and Nature Lovers provides exactly the information that aspiring photographers—no matter their level of skill—need to take their photos to the next level. Clear and concise chapters cover the basics of macro (close-up) photography, explain the features of current digital single-lens reflex cameras, show the many ways images can be composed, and share tips on digital effects, storage, and manipulation of imagery. Throughout the text, helpful tips, definitions, exercises, and case studies serve to demystify digital photography. Each lesson is supported by examples of the author's stunning photography. Whether taking photos of flowers and insects, compiling a photographic record of your garden, or simply sharing beautiful images with friends and family, everyone can become accomplished photographers of the world's small-scale wonders.
Macro Photography Photo Workshop
by Haje Jan KampsSpecial techniques for creating unique, artistic, close-up images Macro, or close-up, photography is gaining popularity, and this book covers all of the challenges associated with taking great close-ups: depth of field, focus, and exposure. Copublished with Photoworkshop. com, a leading online educational resource for both beginning and professional photographers, this task-oriented reference allows readers to learn by doing and offers outstanding examples and instructions.
Macrophotography
by Dennis QuinnMacrophotography allows for the capture of small photographic subjects in life size or larger magnification, allowing viewers to experience the world around them in a way that is simple not possible with the naked eye. With a magnified view, we can see the distinctive make-up of an insect, animal, or flower--its texture, details, and subject features that we might otherwise be completely unaware of. In this unique book, Dennis Quin turns his macro lenses upon the natural world and teaches readers to choose and use the tools they need to capture magical images of all manner of bugs, flowers, reptiles, and more. In each of the 60 sections in this beautifully illustrated book, Quin details the tricks of the trade. You’ll learn where to find your subjects, how to make sure that the background adds to the overall impact of the image, how to track insects in flight, and other skills that will increase your odds of capturing technically strong, visually rewarding shots. In each section, you’ll see 1 to 3 images of a unique subject and will get detailed instruction as to how Quin shot the image--including the equipment used, settings chosen, the camera angle, and more. There’s more to this book than instructional photographic text. In each of the 60 discrete sections, Quin provides fascinating tidbits about each animate object--describing the life cycle, feeding habits, mating rituals, breeding, and much more--or characteristics of botanical subjects. This book provides an inspiring and enlightening blend of photographic technique and fascinating science lessons. It is perfect for serious amateur photographers, wildlife/landscape photography enthusiasts, and even those whose "bread and butter” shots are in another genre completely. The book is sure to impress.
Mad About Metal: More Than 50 Embossed Craft Projects for Your Home
by Monica Fischer Susan CumpstyCraft metal has endless decorative possibilities. It is pliable and can be wrapped around or adhered to any surface you can imagine. This book is all about using colored craft metal? decorating it by means of embossing, cutting out designs, adding further color, taking away color and filling in 3D designs, and much more?to customize found objects for your home. You will learn more about the metal and supporting mediums, as well as how to use the tools and familiarize yourself with several techniques?all of which can be applied in making more than fifty decorative and functional items provided in this book. The original projects were designed and created specifically to showcase a variety of techniques and applications, including: Transferring and tracing designs Creating texture by means of inexpensive handheld tools or manual processes Using an embossing machine such as the cuttlebug? for textures, patterns and die-cuts Finishing techniques such as sanding, ageing and painting Upcycling and repurposing Tips and tricks to simplify processes The projects range from beginner to advanced levels and from quick ideas to masterpieces that will take longer to complete. Magnificent photographs of the finished objects will inspire you while step-by-step instructions and photographs will help you to get started right away.
Mad Enchantment: Claude Monet and the Painting of the Water Lillies
by Ross KingAcclaimed historian Ross King paints the most nuanced, riveting and humane portrait yet of Claude Monet, arguably the most famous artist of the 20th century.We have all seen--live, in photographs, on postcards--some of Claude Monet's legendary water lily paintings. They are in museums all over the world, and are among the most admired paintings of our time. Yet nobody knows the extraordinarily dramatic story behind their creation. Telling that story is the brilliant historian, Ross King--and in the process, he presents a compelling and original portrait of perhaps the most beloved artist in history. As World War I exploded within hearing distance of his house at Giverny, Monet was facing his own personal crucible. In 1911, his adored wife, Alice, had died, plunging him into deep mourning at age 71. A year later he began going blind. Then, his eldest son, Jean, fell ill and died of syphilis, and his other son was sent to the front to fight for France. Within months, a violent storm destroyed much of the garden that had been his inspiration for some 20 years. At the same time, his reputation was under attack, as a new generation of artists, led by Pablo Picasso and Henri Matisse, were dazzling the art world and expressing disgust with Impressionism. Against all this, fighting his own self-doubt, depression and age, Monet found the wherewithal to construct a massive new studio, 70 feet long and 50 feet high, to accommodate the gigantic canvases that would, he hoped, revive him. Using letters, memoirs and other sources not employed by other biographers, and focusing on this remarkable period in the artist's life, Ross King reveals a more complex, more human, more intimate Claude Monet than has ever been portrayed, and firmly places his water lily project among the greatest achievements in the history of art.From the Hardcover edition.
Mad Eyed Misfits: Writings on Indie Animation
by Chris RobinsonOne of the most stylistically original and provocative writers in animation returns with this informal sequel to his previous books on indie animation, Unsung Heroes of Animation and Animators Unearthed. In this collection, award-winning writer Chris Robinson looks at a wide range of films and filmmakers, including cult favourites Don Hertzfeldt, Adam Elliot, Masaaki Yuasa, Wong Ping, Bruce Bickford, Jodie Mack, Rosto, Suzan Pitt, Clyde Henry and Cartoon Saloon. Eclectic, opinionated, passionate and personal, Robinson’s writing will amuse, confuse, infuriate and enlighten while introducing readers to some of the most astonishing and important animation artists from around the world.