Scale Space - Exploring Dimensions in Computer Vision

Fouad Sabry

Summary

What is Scale Space
 
Scale-space theory is a framework for multi-scale signal representation developed by the computer vision, image processing and signal processing communities with complementary motivations from physics and biological vision. It is a formal theory for handling image structures at different scales, by representing an image as a one-parameter family of smoothed images, the scale-space representation, parametrized by the size of the smoothing kernel used for suppressing fine-scale structures. The parameter  in this family is referred to as the scale parameter, with the interpretation that image structures of spatial size smaller than about  have largely been smoothed away in the scale-space level at scale .
 
How you will benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Scale Space
 
Chapter 2: Edge detection
 
Chapter 3: Gaussian blur
 
Chapter 4: Difference of Gaussians
 
Chapter 5: Scale-invariant feature transform
 
Chapter 6: Multi-scale approaches
 
Chapter 7: Structure tensor
 
Chapter 8: Pyramid (image processing)
 
Chapter 9: Anisotropic diffusion
 
Chapter 10: Gabor filter
 
(II) Answering the public top questions about scale space.
 
(III) Real world examples for the usage of scale space 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 Scale Space.

Available since: 05/13/2024.

Print length: 105 pages.

Science & Technology

Other books that might interest you

Unlock Deep Sleep: 11 Proven...

Binaural Sound Waves

Do you lie awake at night, tossing and turning, your mind racing? Does the stress of the day carry into your evening, making it impossible to truly rest? What if you could escape the cycle of sleepless nights and wake up refreshed, recharged, and ready for life?

"Unlock Deep Rest" isn’t just another sleep guide—it’s your personal sound journey to a profound, deeply restorative sleep experience. We’ve curated 11 sleep therapy soundscapes that harness the natural power of binaural frequencies, guiding your brain into the states of deep relaxation and healing it craves.

Here’s What You’ll Get:

11 expertly designed binaural sleep programs – Each one crafted to address different sleep issues like insomnia, restless nights, and even stress-induced wakefulness.
Science-backed therapy, but deeply human in its approach – These programs are not just about sound; they are based on the latest in sleep science, while focusing on your emotional and physical well-being.
Binaural frequencies that truly work – These frequencies synchronize with your brain, effortlessly guiding you through the necessary stages of sleep, from light slumber to the deep REM cycles where true rest and repair occur.
Sleep transformation in just one night – You’ll feel the difference. After just one session, you’ll notice your body and mind letting go, sinking into rest like never before. Imagine what regular use can do.
A completely natural approach – No pills, no side effects. Just the pure, soothing power of sound.

You’ll feel cocooned in the kind of rest that allows your mind to unwind and your body to repair itself on a cellular level. The moment you press play, you’ll feel the difference.

Show book

Energy is Life - Why...

Zion Lights

Energy is Life: Why Environmentalism Went Nuclear follows Zion Lights's personal and powerful journey: from grassroots green activism to becoming one of the UK's leading advocates for nuclear energy. In a time of climate crisis, energy poverty and growing demand for clean power, she examines why long-established environmentalists like herself once feared nuclear energy, why many have since come to embrace it, and makes a compelling case for why nuclear energy must be part of the solution. Accessible, evidence-based, and deeply human, this book challenges common myths and invites readers to rethink what it really means to care for people and planet alike. If you believe in a greener, fairer future, this book just might change your mind – and give you hope.

Show book

100 Amazing Facts about Sharks -...

Marc Dresgui

Discover the Fascinating World of Sharks with "100 Amazing Facts About Sharks"! Get ready to dive into the mysterious and captivating world of sharks with "100 Amazing Facts About Sharks". This book invites you to explore the wonders of these iconic marine creatures, revealing astonishing secrets and fascinating facts that will surprise you on every page. 🦈 
Have you ever wondered:How the whale shark filters up to 8,000 liters of water each day?What the true size of the largest shark in the world is?Why the tiger shark is sometimes mistaken for a very different predator?How the hammerhead shark uses its head to detect its prey?What role the zebra shark's stripes play in its camouflage?How long a great white shark can live in the depths of the oceans?Why the goblin shark is so difficult to observe in the abyss? 
This book is perfect for:Sparking curiosity in young readers: Discover incredible facts that will captivate the imagination of children and teenagers.Educating about conservation: Learn how these marine predators play a crucial role in ocean ecosystems and why it's essential to protect them.Stimulating interest in marine biology: Explore the amazing adaptations and unique behaviors of sharks in an accessible and engaging format.Encouraging independent reading: With a clear and engaging presentation, young readers can deepen their understanding of sharks on their own. 
"100 Amazing Facts About Sharks" is more than just a book: it’s an immersion into the fascinating world of sharks that combines learning with entertainment.

Show book

Climate Action for Busy People

Cate Mingoya-LaFortune

As unprecedented heat waves, storms of the century, and devastating fires impact cities across the country, the time to create climate resilient communities is now. While large-scale innovations in policy and technology are necessary to preserve the planet, the wisest and most lasting adaptation solutions originate at the local level. However, with something as large as the climate crisis, it can be hard to know where to begin. 
 
 
 
Climate Action for Busy People is a hopeful and realistic roadmap for individuals and groups who want to boost climate preparedness and move the needle towards environmental justice. Drawing from her professional and personal success in climate adaptation and community organizing, Cate Mingoya-LaFortune begins with a brief history of why our communities look the way they do and how that affects how vulnerable we are to climate risks. Each chapter will help listeners scale up their actions, from identifying climate solutions that an individual or small group can pull off in a handful of weekends to advocating for change at the municipal level. It's not too late for people of all ages and skill levels to create climate safe neighborhoods. 
 
 
 
Climate Action for Busy People is an invaluable guide for anyone who wants to make lasting and equitable improvements that will make their communities climate resilient.

Show book

Land of Milk and (no) Money

Roger Evans

Roger Evans has been an articulate dairy and poultry farmer all his life. From his Shropshire farm, he writes his diary in a well-informed, realistic and funny way, covering all aspects of his life as a farmer today.   
In this book Roger talks about ratting, a particular cheeky robin, Gomer's latest weight problem and the challenges of being a dairy farmer during a national crisis.   
But in the countryside the good things still prevail: the local pub, the burgeoning hedgerows, tenacious wildlife, ingenious farm dogs and let's not forget Roger's plastic swans.

Show book

Transform Your HAM RADIO...

Orin Galloway

Transform Your HAM RADIO Experience Today 
⭐⭐ A Simplified Guide with Clear Explanations! ⭐⭐ 
Are you eager to elevate your skills and deepen your understanding of ham radio? 
Searching for a complete guide that equips you with everything you need to enhance your ham radio experience? 
Your quest ends now! 
This guide is your ultimate resource for mastering ham radio, where you'll learn to apply your skills through engaging, hands-on exercises that set you up for success. 
Updated for the latest advancements in ham radio! 
Key features of this enhanced guide: 
- In-depth insights about unlocking your potential with ham radio 
- Comprehensive explanations of ham radio concepts 
- Effective strategies for mastering techniques and troubleshooting 
Our guide stands out with its thorough coverage, ensuring you are well-prepared for your ham radio journey. Each concept is explored in detail, leaving no stone unturned. 
Please note that this guide is an independent resource and is not affiliated with any official ham radio entity. 
Crafted with a clear structure and accessible language, our guide guarantees seamless transitions between topics. Say farewell to complex terminology and embrace clear, concise, and technically accurate content. 
So, what are you waiting for? Click the BUY NOW button, secure your guide, and embark on your path to transforming your ham radio experience today!

Show book