Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Bundle Adjustment - Optimizing Visual Data for Precise Reconstruction - cover

Bundle Adjustment - Optimizing Visual Data for Precise Reconstruction

Fouad Sabry

Publisher: One Billion Knowledgeable

  • 0
  • 0
  • 0

Summary

What is Bundle Adjustment
 
In photogrammetry and computer stereo vision, bundle adjustment is simultaneous refining of the 3D coordinates describing the scene geometry, the parameters of the relative motion, and the optical characteristics of the camera(s) employed to acquire the images, given a set of images depicting a number of 3D points from different viewpoints.Its name refers to the geometrical bundles of light rays originating from each 3D feature and converging on each camera's optical center, which are adjusted optimally according to an optimality criterion involving the corresponding image projections of all points.
 
How you will benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Bundle adjustment
 
Chapter 2: Levenberg-Marquardt algorithm
 
Chapter 3: Gauss-Newton algorithm
 
Chapter 4: Newton's method in optimization
 
Chapter 5: Iteratively reweighted least squares
 
Chapter 6: 3D reconstruction from multiple images
 
Chapter 7: Homography (computer vision)
 
Chapter 8: Chessboard detection
 
Chapter 9: Perspective-n-Point
 
Chapter 10: Powell's dog leg method
 
(II) Answering the public top questions about bundle adjustment.
 
(III) Real world examples for the usage of bundle adjustment 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 Bundle Adjustment.
Available since: 05/06/2024.
Print length: 66 pages.

Other books that might interest you

  • 100 Years of Truth - A Century Through Technology and Society - cover

    100 Years of Truth - A Century...

    Ylia Callan

    • 0
    • 0
    • 0
    This audiobook is narrated by an AI Voice.   
    For a century, technology has transformed how humanity seeks and understands truth. From the first flickering broadcasts of television to the rise of the internet, social media, and blockchain, each wave of innovation has reshaped society's relationship with knowledge, power, and trust. 
    100 Years of Truth: A Century Through Technology and Society is both a history and a roadmap. The first half traces global events that marked the rise of broadcast media, the digital revolution and the interconnected world we live in today. The second half looks forward, projecting how decentralisation, transparency and new systems may shape a more just and sustainable future. 
    Clear, compelling, and globally focused, this book is for readers who want to understand not just where we've been - but where we might be headed.
    Show book
  • When the Ice is Gone - What a Greenland Ice Core Reveals About Earth's Tumultuous History and Perilous Future - cover

    When the Ice is Gone - What a...

    Paul Bierman

    • 0
    • 0
    • 0
    In 2018, lumps of frozen soil, collected from the bottom of the world's first deep ice core and lost for decades, reappeared in Denmark. When geologist Paul Bierman and his team first melted a piece of this unique material, they were shocked to find perfectly preserved leaves, twigs, and moss. That observation led them to a startling discovery: Greenland's ice sheet had melted naturally before, about 400,000 years ago. 
     
     
     
    In When the Ice Is Gone, Bierman traces the story of this extraordinary finding, revealing how it radically changes our understanding of the Earth and its climate. A longtime researcher in Greenland, he begins with a brief history of the island, both human and geological. For the origins of ice coring, Bierman brings us to Camp Century, a US military base built inside Greenland's ice sheet, where engineers first drilled through mile-thick ice and into the frozen soil beneath. Decades later, a few feet of that long-frozen earth would reveal its secrets—ancient warmth and melted ice. 
     
     
     
    Changes in Greenland reverberate around the world, with ice melting high in the arctic affecting people everywhere. Bierman explores how losing Greenland's ice will catalyze devastating events if we don't change course and address climate change now.
    Show book
  • Shopping All the Way to the Woods - How the Outdoor Industry Sold Nature to America - cover

    Shopping All the Way to the...

    Rachel S. Gross

    • 0
    • 0
    • 0
    A fascinating history of the profitable paradox of the American outdoor experience: visiting nature first requires shopping 
     
     
      
    No escape to nature is complete without a trip to an outdoor recreational store or a browse through online offerings. This is the irony of the American outdoor experience: visiting wild spaces supposedly untouched by capitalism first requires shopping. With consumers spending billions of dollars on clothing and equipment each year as they seek out nature, the American outdoor sector grew over the past 150 years from a small collection of outfitters to an industry contributing more than 2 percent of the nation's economic output. 
     
     
      
    Rachel S. Gross argues that this success was predicated not just on creating functional equipment but also on selling an authentic, anticommercial outdoor identity. In other words, shopping for the woods was also about being—or becoming—the right kind of person. Demonstrating that outdoor culture is commercial culture, Gross examines Americans' journey toward outdoor expertise by tracing the development of the nascent outdoor goods industry, the influence of World War II on its growth, and the boom years of outdoor businesses.
    Show book
  • Homestead Harmony: Off-Grid Projects for a Balanced Life - Create Build and Thrive Off the Beaten Path - cover

    Homestead Harmony: Off-Grid...

    Ava Davis

    • 0
    • 0
    • 0
    Welcome to "Homestead Harmony: Off-Grid Projects for a Balanced Life." This e-book is more than just a guide; it's your passport to a less ordinary life that embraces simplicity, self-sufficiency, and the allure of off-grid living. In a world constantly in a rush, this book is your compass, guiding you through projects, ideas, and practices that empower you to build a fulfilling life off the traditional grid. Our subtitle, "Create, Build, and Thrive Off the Beaten Path," encapsulates the essence of our shared adventure. 
    In the following pages, we will go on a homesteading journey, digging into the concepts, projects, and viewpoints that characterize a lifestyle that is off-grid and balanced. The homestead lifestyle is not only a movement; it is a philosophy that involves making a conscious decision to establish a connection with the land, engage in sustainable practices, and build a feeling of autonomy. If you are a seasoned homesteader or just beginning to dream of a life off the beaten road, this e- book is meant to inspire, enlighten, and lead you through the complexities of constructing your own hideaway in the woods. It is accessible to anybody interested in homesteading. 
    The chapters that are to come will reveal a rich tapestry of information, beginning with the basic idea of your farm and progressing down to the specifics of sustainable energy, water management, and shelter building. We will discuss the pleasures of cultivating your food, preparing meals without the need for electricity, and developing a harmonious and self-sufficient lifestyle. Along the process, you will learn how to balance technological advancements and the simplicity of living off the grid. This will ensure that your homestead is a place to relax and a vibrant community linked to one another.
    Show book
  • Medical Sciences - Understanding Human Health and Disease (3 in 1) - cover

    Medical Sciences - Understanding...

    Mike Crawford

    • 0
    • 0
    • 0
    This bundle offers an in-depth exploration of three critical fields of modern medicine, providing a well-rounded foundation for anyone interested in human health. Beginning with Dermatology, readers uncover the complex science of skin, hair, and nails. From common conditions like acne and eczema to more serious issues like melanoma and autoimmune disorders, this section reveals how dermatologists diagnose and treat a wide range of conditions affecting the body’s largest organ. 
    Moving into Cardiology, the book explores the intricate workings of the human heart and vascular system. Learn how cardiologists interpret symptoms, use advanced imaging and testing, and develop treatments for everything from high blood pressure and arrhythmias to heart attacks and congenital defects. Real-world examples and simplified explanations bring clarity to one of the most vital fields in medicine. 
    Finally, Pathology takes readers behind the scenes of diagnosis, examining the causes and effects of disease at the cellular and tissue level. Understand how pathologists uncover the nature of illnesses—from infections and cancers to genetic disorders—through laboratory analysis, biopsies, and autopsies. This section connects the dots between what happens inside the body and how doctors respond. 
    Perfect for students, aspiring medical professionals, or anyone curious about how the human body works, this 3-in-1 guide offers both scientific depth and practical insight into the challenges and breakthroughs of modern medicine.
    Show book
  • Cloud Computing for Beginners - Your First Step into the Future of Tech - cover

    Cloud Computing for Beginners -...

    Daniel Garfield

    • 0
    • 0
    • 0
    Are you new to the world of technology and curious about the cloud? Or perhaps you're a business professional seeking to harness the potential of cloud computing for your organization? "Cloud Computing for Beginners: A Comprehensive Guide" is your essential roadmap to understanding and utilizing the transformative power of the cloud. 
     In an era where digital innovation is at the forefront of our lives, cloud computing has emerged as a game-changer, reshaping how we work, store data, and access applications. This comprehensive guide is the perfect starting point for anyone looking to demystify the cloud and explore its myriad possibilities. 
    "Cloud Computing for Beginners" doesn't just explain the cloud; it empowers you to make informed decisions, ensuring that you can safely and effectively leverage the cloud's power for your personal or professional needs. Whether you're a tech enthusiast, a student, an entrepreneur, or a business leader, this book is your comprehensive guide to navigating the ever-expanding world of cloud computing. 
     Step into the future of technology with confidence. Start your cloud computing journey today! 
     
    Show book