Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Computer Vision Graph Cuts - Exploring Graph Cuts in Computer Vision - cover

Computer Vision Graph Cuts - Exploring Graph Cuts in Computer Vision

Fouad Sabry

Casa editrice: One Billion Knowledgeable

  • 0
  • 0
  • 0

Sinossi

What is Computer Vision Graph Cuts
 
As applied in the field of computer vision, graph cut optimization can be employed to efficiently solve a wide variety of low-level computer vision problems, such as image smoothing, the stereo correspondence problem, image segmentation, object co-segmentation, and many other computer vision problems that can be formulated in terms of energy minimization. Many of these energy minimization problems can be approximated by solving a maximum flow problem in a graph. Under most formulations of such problems in computer vision, the minimum energy solution corresponds to the maximum a posteriori estimate of a solution. Although many computer vision algorithms involve cutting a graph, the term "graph cuts" is applied specifically to those models which employ a max-flow/min-cut optimization.
 
How you will benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Graph cuts in computer vision
 
Chapter 2: Max-flow min-cut theorem
 
Chapter 3: Image segmentation
 
Chapter 4: Cut (graph theory)
 
Chapter 5: Minimum cut
 
Chapter 6: Watershed (image processing)
 
Chapter 7: GrabCut
 
Chapter 8: Random walker algorithm
 
Chapter 9: Graph cut optimization
 
Chapter 10: Video matting
 
(II) Answering the public top questions about computer vision graph cuts.
 
(III) Real world examples for the usage of computer vision graph cuts in many fields.
 
Who this book is for
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Computer Vision Graph Cuts.
Disponibile da: 11/05/2024.
Lunghezza di stampa: 89 pagine.

Altri libri che potrebbero interessarti

  • Do You Speak AI? Mastering Prompt and Context Engineering - UnLock the True Power of Artificial Intelligence - One Promt at a Time - cover

    Do You Speak AI? Mastering...

    Clement Pereira

    • 0
    • 0
    • 0
    Artificial Intelligence is transforming how we work, create, and communicate—but the secret to harnessing its full potential lies in one skill: prompt and context engineering. 
    You'll learn how to craft precise, powerful prompts that transform large language models (LLMs) like ChatGPT into expert assistants, researchers, and creative partners. Whether you're a beginner curious about AI, a professional integrating AI into your workflow, or a business leader aiming to stay competitive, this book is your essential guide. 
    Inside, you'll discover: 
    ✅ Prompt Fundamentals – Understand the anatomy of a prompt, from instructions and context to input data and output formats. 
    ✅ Effective Prompting Strategies – Learn how to design prompts that yield accurate, useful, and reliable results. 
    ✅ Advanced Techniques – Explore chain-of-thought reasoning, self-correction, decoding parameters, and other methods to maximize AI performance. 
    ✅ Context Engineering – Master the art of providing background information, role-playing, and conversation history to shape high-quality outputs. 
    ✅ Practical Examples & Case Studies 
    ✅ Includes optional Advanced Track and Worked Examples. 
    ✅ Eligible for CPD/PDU's (Continuing Professional Development / Professional Development Unit) 
    If you've ever struggled to get consistent results from ChatGPT or other AI systems, this book gives you the blueprint to take control. 
    Perfect for:Entrepreneurs, writers, educators, and professionals using AI dailyStudents and researchers interested in applied AI techniquesBusiness leaders preparing for the AI-driven future 
     Learn how to communicate with AI effectively—and unlock its full potential.
    Mostra libro
  • Ancient Wonderings: Journeys Into Prehistoric Britain - cover

    Ancient Wonderings: Journeys...

    James Canton

    • 0
    • 0
    • 0
    ‘Intensely alive to the landscape; its pasts, people and creatures’ Robert Macfarlane 
    Take a journey into our ancient past. Explore a long-lost landscape and gradually discover the minds, beliefs and cultural practices of those souls who lived on these lands thousands of years before you. 
    Travelling the length and breadth of Britain, James Canton pursues his obsession with the physical traces of the ancient world: stone circles, flint arrowheads, sacred stones, gold, and a lost Roman road. He ponders the features of the natural world that occupied ancient minds: the night sky, shooting stars, the rising and setting sun. Wandering to the furthest reaches of the islands, he finds an undeciphered standing stone north of Aberdeen and follows the first footsteps on the edge of a long-lost Ice Age land in the North Sea. 
    As Canton walks the modern terrain, slowly understanding the ancient signs that lie within and beneath it, he weaves a gentle tale of discovery, showing how, beyond the superficial differences of life-style and culture, the ancient inhabitants of the British Isles were much closer to the present-day one than we might imagine. 
    This historical masterpiece by James Canton takes us on a top-tier exploration of geography and history. It's a bestseller that delves deep into the roots of our ancient past, making it a must-read for anyone interested in understanding the world we live in today. 
    For fans of Robert Macfarlane (Desert Solitaire), Amy Jeffs (Storyland), Matthew Green (Shadowlands), Katherine May (Enchantment), and Roger Deakin (Waterlog).
    Mostra libro
  • Earth-Friendly Farming - Solutions for a Healthy Planet - cover

    Earth-Friendly Farming -...

    ABIGAIL MARKHAM, BRETT GEHRING

    • 0
    • 0
    • 0
    Earth-Friendly Farming: Solutions for a Healthy Planet 
    🌱 Sustainable Practices: Learn about the latest techniques in sustainable farming, including organic agriculture, permaculture, and regenerative farming methods. 
    💧 Water Wisdom: Explore innovative ways to conserve water and use it more efficiently in agricultural practices. 
    🌾 Crop Diversity: Understand the importance of crop diversity for ecological balance and how it can be implemented effectively on farms. 
    🐝 Ecosystem Harmony: Delve into the role of pollinators, beneficial insects, and wildlife in maintaining a healthy farm ecosystem. 
    🍃 Soil Health: Discover the crucial role of soil health in sustainable agriculture and ways to enhance soil fertility without harmful chemicals. 
    👨‍🌾 Community Impact: See how sustainable farming practices not only benefit the environment but also strengthen local communities and economies. 
    🌍 Climate Change Mitigation: Learn about the impact of agriculture on climate change and how earth-friendly farming can reduce carbon footprints and help in combating global warming. 
    "Earth-Friendly Farming" is an invaluable resource for farmers, environmentalists, students, and anyone interested in the future of agriculture. Each chapter is a deep dive into how we can use our lands more responsibly, emphasizing the connection between our farming choices and the health of our planet. 
    Are you ready to explore the green revolution in agriculture? To learn how sustainable practices can yield healthier crops, ecosystems, and communities? To understand the critical balance between farming and the natural world? 
    Open "Earth-Friendly Farming" and begin your journey into the heart of sustainable agriculture, where every seed planted is a step towards a healthier Earth. 🌍🌱💧🌾🐝🍃👨‍🌾📚
    Mostra libro
  • A Darker Wilderness - Black Nature Writing from Soil to Stars - cover

    A Darker Wilderness - Black...

    Erin Sharkey

    • 0
    • 0
    • 0
    What are the politics of nature? Who owns it, where is it, what role does it play in our lives? Does it need to be tamed? Are we ourselves natural? In A Darker Wilderness, a constellation of luminary writers reflect on the significance of nature in their lived experience and on the role of nature in the lives of Black folks in the United States. Each of these essays engages with a single archival object, whether directly or obliquely, exploring stories spanning hundreds of years and thousands of miles, traveling from roots to space and finding rich Blackness everywhere. 
     
     
     
    Erin Sharkey considers Benjamin Banneker's 1795 almanac, as she follows the passing of seasons in an urban garden in Buffalo. Naima Penniman reflects on a statue of Haitian revolutionary François Makandal, within her own pursuit of environmental justice. Ama Codjoe meditates on rain, hair, protest, and freedom via a photo of a woman during a civil rights demonstration in Alabama. And so on with wide-ranging contributions unearthing evidence of the ways Black people's relationship to the natural world has persevered through colonialism, slavery, violence, and structurally racist policies. 
     
     
     
    A scrapbook, a family chest, a quilt—a work of historical engagement and literary accomplishment—A Darker Wilderness is a collection brimming with abundance and insight.
    Mostra libro
  • The Things We Make - The Unknown History of Invention from Cathedrals to Soda Cans - cover

    The Things We Make - The Unknown...

    Bill Hammack

    • 0
    • 0
    • 0
    Discover the secret method used to build the world . . . 
     
     
     
    For millennia, humans have used one simple method to solve problems. Whether it's planting crops, building skyscrapers, developing photographs, or designing the first microchip, all creators follow the same steps to engineer progress. But this powerful method, the "engineering method", is an all but hidden process that few of us have heard of—let alone understand—but that influences every aspect of our lives. 
     
     
     
    Bill Hammack, a Carl Sagan Award–winning professor of engineering and viral "The Engineer Guy" on YouTube, has a lifelong passion for the things we make, and how we make them. Now, for the first time, he reveals the invisible method behind every invention and takes us on a whirlwind tour of how humans built the world we know today. From the grand stone arches of medieval cathedrals to the mundane modern soda can, Hammack explains the golden rule of thumb that underlies every new building technique, every technological advancement, and every creative solution that leads us one step closer to a better, more functional world. Spanning centuries and cultures, Hammack offers a fascinating perspective on how humans engineer solutions in a world full of problems.
    Mostra libro
  • The Arabian Art of Taming and Training Wild and Vicious Horses - cover

    The Arabian Art of Taming and...

    P. R. Kincaid

    • 0
    • 0
    • 0
    Back in the day before automobiles, a good horse trainer and veterinarian was the equivalent of “Mr Goodwrench”. A badly behaving or unhealthy equine was equivalent to breaking down on the highway or running out of gas on a lonely stretch of highway somewhere in Utah. My sources tell me that most of the training methods are ok, but stay away from the medical tips unless you are prepared to become the poster boy or girl for the local SPCA. Listen with tongue in cheek, and check with a professional before attempting any of these techniques on a real animal.Mike Vendetti, narrator
    Mostra libro