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OpenCV essentials : acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV /
This book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Brimingham, UK :
Packt Pub.,
2014.
|
| Colección: | Community experience distilled.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 008 | 141001s2014 enka o 001 0 eng d | ||
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| 035 | |a (OCoLC)891786488 |z (OCoLC)889675902 |z (OCoLC)907279814 | ||
| 037 | |a CL0500000484 |b Safari Books Online | ||
| 050 | 4 | |a TA1634 |b .O746 2014 | |
| 082 | 0 | 4 | |a 005.133 |
| 049 | |a UAMI | ||
| 245 | 0 | 0 | |a OpenCV essentials : |b acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV / |c Oscar Deniz Suarez [and others]. |
| 260 | |a Brimingham, UK : |b Packt Pub., |c 2014. | ||
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Community experience distilled | |
| 588 | 0 | |a Online resource; title from cover (Safari, viewed Sept. 24, 2014). | |
| 500 | |a Includes index. | ||
| 505 | 0 | |a Cover; Copyright; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Getting Started; Setting up OpenCV; Compiled versus precompiled library; Configuring OpenCV with Cmake; Building and installing the library; Quick recipe for setting up OpenCV; API concepts and basic datatypes; Our first program -- reading and writing images and videos; The qmake project file; Reading and playing a video file; Live input from a camera; Summary; Chapter 2: Something We Look at -- Graphical User Interfaces; Using OpenCV''s highgui module; Text and drawing. | |
| 505 | 8 | |a Selecting regionsUsing Qt-based functions; Text overlays and status bar; The properties dialog; Windows properties; Qt images; Summary; Chapter 3: First Things First -- Image Processing; Pixel-level access and common operations; Image histogram; Histogram equalization; Brightness and contrast modeling; Histogram matching and LUT; Conversion from RGB to other color spaces; Filtering with the retina model; Arithmetic and geometrical transforms; Arithmetic transform; Geometrical transforms; Summary; What else?; Chapter 4: What''s in the Image? Segmentation; Thresholding. | |
| 505 | 8 | |a Contours and connected componentsFlood fill; Watershed segmentation; GrabCut; Summary; What else?; Chapter 5: Focusing on the Interesting 2D Features; Interest points; Feature detectors; The FAST detector; The SURF detector; The ORB detector; The KAZE and AKAZE detectors; Feature descriptor extractors; Descriptor matchers; Matching the SURF descriptors; Matching the AKAZE descriptors; Summary; What else?; Chapter 6: Where''s Wally? Object Detection; Object detection; Detecting objects with OpenCV; Cascades are beautiful; Object detection using cascades; Training your own cascade; Latent SVM. | |
| 505 | 8 | |a Scene text detectionSummary; What else?; Chapter 7: What Is He Doing? Motion; Motion history; Reading video sequences; The Lucas-Kanade optical flow; The Gunnar-Farneback optical flow; The Mean-Shift tracker; The CamShift tracker; The Motion templates; The Motion history template; The Motion gradient; The Background subtraction technique; Image alignment; Summary; What else?; Chapter 8: Advanced Topics; Machine learning; The KNN classifier; The Random Forest classifier; SVM for classification; What about GPUs?; Setting up OpenCV with CUDA; Configuring the OpenCV build. | |
| 505 | 8 | |a Building and installing the libraryA quick recipe for setting up OpenCV with CUDA; Our first GPU-based program; Going real time; Performance; Summary; What else?; Index. | |
| 520 | |a This book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Image processing |x Digital techniques. | |
| 650 | 0 | |a Image analysis. | |
| 650 | 6 | |a Vision par ordinateur. | |
| 650 | 6 | |a Traitement d'images |x Techniques numériques. | |
| 650 | 6 | |a Analyse d'images. | |
| 650 | 7 | |a digital imaging. |2 aat | |
| 650 | 7 | |a Computer vision |2 fast | |
| 650 | 7 | |a Image analysis |2 fast | |
| 650 | 7 | |a Image processing |x Digital techniques |2 fast | |
| 700 | 1 | |a Deniz Suarez, Oscar. | |
| 758 | |i has work: |a OpenCV essentials (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGtGwvDBydYxF4CDCVjKVC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Suarez, Oscar Deniz. |t OpenCV Essentials. |d Birmingham : Packt Publishing, ©2014 |z 9781783984244 |
| 830 | 0 | |a Community experience distilled. | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1774334 |z Texto completo |
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL1774334 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis29662611 | ||
| 938 | |a YBP Library Services |b YANK |n 12055191 | ||
| 994 | |a 92 |b IZTAP | ||