Index
A
- abstract base class / The GUI base class
- abstract base class (ABC)
- accuracy
- adaptive thresholding / Cartoonizing an image
- Alfheim dataset
- app
- summarizing / Putting it all together, Running the app
- running / Running the app, Running the app, Running the app
- GUI base class / The GUI base class
- custom filter layout / A custom filter layout
- setting up / Setting up the app, Setting up the app
- Kinect depth sensor, accessing / Accessing the Kinect 3D sensor
- Kinect GUI / The Kinect GUI
- tasks performed / Tasks performed by the app
- planning / Planning the app, Planning the app, Planning the app, Planning the app, Planning the app
- FeatureMatching GUI / The FeatureMatching GUI
- scripts / Planning the app
- modules / Planning the app
- prerequisites / Planning the app
- implementing / Putting it all together, Putting it all together, Putting it all together
- app setup
B
C
D
- 3D point cloud visualization
- de-meaning
- decision boundary
- designed image filter effects
- detected faces
- detectMultiScale function, options
- Discrete Fourier Transform (DFT)
- distortion coefficients
- dodging / Creating a black-and-white pencil sketch
E
- edge detection / Cartoonizing an image
- epipolar constraint
- epipolar geometry
- epipolar point
- epipole
- essential matrix
F
- face detection
- FaceDetector class
- faces
- facial expression recognition
- Facial Expression Recognition challenge
- false positives
- Fast Library for Approximate Nearest Neighbors (FLANN)
- feature detection algorithms, OpenCV
- feature engineering
- feature extraction
- feature extraction, facial expression recognition
- feature matches
- feature matching
- FeatureMatching GUI / The FeatureMatching GUI
- feature selection
- Features from Accelerated Segment Test (FAST) / Feature detection
- feature tracking
- feed-forward neural network
- first principal component
- focal length
- Fourier analysis
- Fourier transform
- frequency domain
- frequency spectrum
G
H
- Haar-based cascade classifier
- hand gesture recognition
- hand gestures
- hand region segmentation
- hand shape analysis
- harmonics
- hidden layer
- high-resolution images dataset
- Histogram of Oriented Gradients (HOG)
- HSV color space / Designing the warming/cooling effect
- hue
- hyperparameter exploration
I
- image
- image plane
- image rectification
- images pair
- information overflow
- International Joint Conference on Neural Networks (IJCNN)
- intrinsic camera matrix
- intrinsic camera parameters
K
L
M
- mask / Creating a black-and-white pencil sketch
- matching procedure
- Mayavi
- mean-shift algorithm
- mean-shift tracking
- mean subtraction
- median blur / Cartoonizing an image
- methods, Saliency class
- MLP, for facial expression recognition
- modules and scripts,app
- modules and scripts, app
- modules and scripts, Kinect depth sensor
- Multi-Class classification
- Multi-Layer Perceptrons (MLPs)
- MultiObjectTracker class
N
- natural scene statistics
- normalization
O
P
- perceptron
- perspective transform
- pinhole camera model
- players
- Point Cloud Library
- point matching
- positive predictive value
- pre-trained cascade classifiers
- precision
- prerequisites, app
- principal component analysis (PCA)
- principal ray
- process flow
- proto-objects
- pycaffe
- pylearn
R
S
T
- Theano
- Torch
- training set
- training set, facial expression recognition
- triangulation
- true positives
U
- UC Irvine Machine Learning Repository
- underfitting
V
- value
- Vapnik-Chervonenkis (VC dimension)
- VisPy
- visual saliency
W
- warming/cooling filter
- wxPython 2.8
Z
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