Image Segmentation: Unlocking Insights through Pixel Precision

· Computer Vision Книга 54 · One Billion Knowledgeable
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ΠžΡ†Π΅Π½ΠΈΡ‚Π΅ ΠΈ Ρ€Π΅Ρ†Π΅Π½Π·ΠΈΠΈΡ‚Π΅ Π½Π΅ сС ΠΏΠΎΡ‚Π²Ρ€Π΄Π΅Π½ΠΈ Β Π”ΠΎΠ·Π½Π°Ρ˜Ρ‚Π΅ повСќС

Π—Π° Π΅-ΠΊΠ½ΠΈΠ³Π°Π²Π°

What is Image Segmentation

In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple image segments, also known as image regions or image objects. The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze. Image segmentation is typically used to locate objects and boundaries in images. More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics.


How you will benefit


(I) Insights, and validations about the following topics:


Chapter 1: Image segmentation


Chapter 2: Edge detection


Chapter 3: Scale-invariant feature transform


Chapter 4: Thresholding (image processing)


Chapter 5: Otsu's method


Chapter 6: Corner detection


Chapter 7: Graph cuts in computer vision


Chapter 8: Mean shift


Chapter 9: Range segmentation


Chapter 10: Watershed (image processing)


(II) Answering the public top questions about image segmentation.


(III) Real world examples for the usage of image segmentation 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 Image Segmentation.

Π—Π° Π°Π²Ρ‚ΠΎΡ€ΠΎΡ‚

Fouad Sabry is the former Regional Head of Business Development for Applications at HP. Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual master’s degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010. Fouad has more than 30 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM. Fouad joined HP in 2013 and helped develop the business in tens of markets. Currently, Fouad is an entrepreneur, author, futurist, and founder of One Billion Knowledge (1BK) Initiative.

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Π”Ρ€ΡƒΠ³ΠΈ ΠΎΠ΄ ΡΠ΅Ρ€ΠΈΡ˜Π°Ρ‚Π°

ПовСќС од Fouad Sabry

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