June 2014
Intermediate to advanced
464 pages
11h 15m
English
book
Mathematical Foundations of Image Processing and Analysis, Volume 1
by Jean-Charles Jean-Charles Pinoli Pinoli
Content preview from Mathematical Foundations of Image Processing and Analysis, Volume 1
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Table of Acronyms
This table lists the main acronyms used in this book.
| Acronym | Meaning |
| a.a. | almost all |
| AD | Anno Domini |
| a.e. | almost everywhere |
| a.k.a. | also known as |
| a.s. | almost surely |
| ACF | AutoCorrelation Function |
| ASF | Alternate Sequential Filter |
| BAC | Bearing Area Curve |
| BC | Before Christ |
| BRDF | Bidirectional Reflectance Distribution Function |
| BV | Bounded Variation |
| BVF | Boundary Vector Field |
| BVP | Boundary Value Problem |
| cdf | cumulated (probability) distribution function |
| CDT | Chamfer Distance Transformation |
| CE | Convolution Equation |
| CIE | Commission Internationale de l’Éclairage |
| CLIP | Classical Linear Image Processing |
| CLT | Central Limit Theorem |
| CSR | Complete Spatial Randomness |
| CWT | Continuous Wavelet Transformation |
| DBC | Differential Box-Counting |
| DCT | Discrete Cosine Transformation |
| DFT | Discrete Fourier Transformation |
| DoG | Difference of Gaussian |
| DST | Discrete Sine Transformation |
| DT | Distance Transformation |
| DVD | Dirichlet–Voronoi’s diagram |
| DWT | Discrete Wavelet Transformation |
| EDT | Euclidean Distance Transformation |
| eEDT | exact Euclidean Distance Transformation |
| EM | Expectation Maximization |
| ENO | Essentially Non-Oscillatory |
| EVT | Extreme Value Theory |
| f.a.a. | for almost all |
| FBP | Free Boundary Problem |
| FFT | Fast Fourier Transformation |
| FMM | Fast Marching Method |
| FoV | Field of View |
| GLIP | General Linear Image Processing |
| GRF | Gibbs Random Field |
| GRGTF | Gaussian Random Gray-Tone Field |
| GiRGTF | Gibbs’ Random Gray-Tone Field |
| H | Homomorphic |
| HJE | Hamilton–Jacobi’s ... |
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.