Index

A

• AdaBoosting
  • about / AdaBoost
• affine transformations
  • about / Geometric transforms – stretch, shrink, warp, and rotate
• Ant
  • used, for building project / Building your project with Ant
• Apache Ant
  • URL / Building OpenCV from the source code

B

• background subtraction
  • about / Background subtraction
  • averaging / Averaging a background method
• BGR (blue, green, and red) format / Pixel manipulation
• bilateral filtering / Bilateral filtering
• boosting theory
  • about / The boosting theory
  • AdaBoost / AdaBoost

C

• C/C++ compilers
  • URL / Building OpenCV from the source code
• camera
  • video, capturing from / Capturing a video from a camera
• canny transforms
  • and Laplace / The Laplace and Canny transforms
• cascade classifier
  • using / Cascade classifier detection and training
  • object detection / Detection
  • training / Training
  • custom cascade classifier, creating / Training
• circle Hough transform
  • and line transform / The line and circle Hough transforms
• CMake 2.6
  • URL / Building OpenCV from the source code
• contours
  • searching / Contour finding

D

• 2D Kernel Convolution
  • about / Smoothing
• dependencies, OpenCV
  • adding, to web application / Adding OpenCV dependencies
• Discrete Adaboost
  • about / AdaBoost
• Discrete Fourier Transform (DFT)
  • and Discrete Cosine Transform (DCT) / Discrete Fourier Transform and Discrete Cosine Transform
• distance transforms
  • about / Distance transforms

E

• Eclipse
  • Java OpenCV project / The Java OpenCV project in Eclipse
  • web application, importing / Importing the project to Eclipse

F

• files
  • images, loading from / Loading and displaying images from files
  • images, displaying from / Loading and displaying images from files
• flood filling
  • about / Flood filling
• foreground detection
  • about / Background subtraction
• frame
  • differencing / Frame differencing

G

• Gentle AdaBoost
  • about / AdaBoost
• geometric transform
  • about / Geometric transforms – stretch, shrink, warp, and rotate
• Gnu C Compiler (GCC)
  • URL / Building OpenCV from the source code
• gradients
  • and sobel derivatives / The Gradient and Sobel derivatives

H

• Haar-like features
  • about / Integral images
• histogram equalization
  • about / Histogram equalization

I

• image
  • uploading / Image upload
  • processing / Image processing
• image pyramids
  • about / Image pyramids
• images
  • displaying, from files / Loading and displaying images from files
  • loading, from files / Loading and displaying images from files
  • displaying, with SwingC++ / Displaying an image with Swing
• integral images
  • about / Integral images

J

• Java Developer Kit (JDK)
  • URL / Building OpenCV from the source code
• Java development
  • OpenCV, getting for / Getting OpenCV for Java development
• Java Native Interface (JNI) / Getting OpenCV for Java development, Basic matrix manipulation
• Java OpenCV Maven configuration
  • about / The Java OpenCV Maven configuration
• Java OpenCV Maven project
  • pointing to Packt repository, creating / Creating a Java OpenCV Maven project pointing to a local repository
• Java OpenCV project
  • in Eclipse / The Java OpenCV project in Eclipse
  • simple application / A Java OpenCV simple application
• Java Virtual Machine (JVM) / Getting OpenCV for Java development

K

• Kinect
  • about / Kinect depth maps
  • features / Kinect depth maps
  • setting up / The Kinect setup
  • drivers, setting up / The driver setup
  • URL, for drivers / The driver setup
  • OpenCV support / The OpenCV Kinect support
  • application, creating / The Kinect depth application
• Kinect Motor
  • about / The driver setup

L

• Laplace
  • and canny transforms / The Laplace and Canny transforms
• line transform
  • and circle Hough transform / The line and circle Hough transforms
• Local Binary Patterns (LBP)
  • about / Cascade classifier detection and training
• LogitBoost
  • about / AdaBoost

M

• matrix manipulation
  • about / Basic matrix manipulation
• Maven-based web application
  • creating / Creating a Maven-based web application
• median filtering / Median filtering
• mixed reality web applications
  • about / Mixed reality web applications
• Mixture of Gaussians model (MOG
  • about / The mixture of Gaussians method
  • using / The mixture of Gaussians method
• morphological operations
  • about / Morphological operators

N

• NetBeans
  • configuring / The NetBeans configuration

O

• OpenCV
  • getting, for Java development / Getting OpenCV for Java development
  • building, from source code / Building OpenCV from the source code
  • download page, URL / Building OpenCV from the source code
  • URL / Building OpenCV from the source code
  • Swing GUIs, integrating with / Swing GUI's integration with OpenCV
  • support, for Kinect / The OpenCV Kinect support
• OpenCV SourceForge repository
  • URL / Getting OpenCV for Java development
• OpenNI
  • URL / The driver setup

P

• Packt repository, pointing to
  • Windows Java OpenCV Maven project, creating / Creating a Windows Java OpenCV Maven project pointing to the Packt repository
  • Java OpenCV Maven project, creating / Creating a Java OpenCV Maven project pointing to a local repository
• pixel manipulation
  • about / Pixel manipulation
• process
  • about / Background subtraction
• project
  • building, with Ant / Building your project with Ant
• Project Object Model / The Java OpenCV Maven configuration
• Python 2.6
  • URL / Building OpenCV from the source code

R

• Real AdaBoost
  • about / AdaBoost
• region of interest (ROI)
  • about / Image processing
• response image
  • writing, for web application / The response image

S

• smoothing
  • about / Smoothing
  • averaging / Averaging
  • Gaussian / Gaussian
  • median filtering / Median filtering
  • bilateral filtering / Bilateral filtering
• sobel derivatives
  • and gradients / The Gradient and Sobel derivatives
• SwingC++
  • used, for displaying image / Displaying an image with Swing
• Swing GUIs
  • integrating, with OpenCV / Swing GUI's integration with OpenCV

T

• thresholding
  • about / Thresholding

V

• video
  • capturing, from camera / Capturing a video from a camera
• video playback
  • about / Video playback
• VideoProcessor
  • about / Background subtraction
• Viola-Jones detector
  • about / Cascade classifier detection and training

W

• web application
  • setting up / Setting up an OpenCV web application
  • Maven-based web application, creating / Creating a Maven-based web application
  • OpenCV dependencies, adding / Adding OpenCV dependencies
  • executing / Running the web application
  • importing, to Eclipse / Importing the project to Eclipse
  • image, uploading / Image upload
  • image, processing / Image processing
  • response image, writing / The response image
• Windows Java OpenCV Maven project
  • pointing to Packt repository, creating / Creating a Windows Java OpenCV Maven project pointing to the Packt repository