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Image Analysis and Computer Vision

This class was created by Brainscape user Mihael Gajic. Visit their profile to learn more about the creator.

By: Mihael Gajic
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Decks in this class (16)

Lecture 1 - Digital Image Formation
What is the main purpose of digit...,
Define pinhole camera model,
What are the primary components o...
20  cards
Lecture 2 - Image Formation: Enhancements
What are the primary components o...,
Define sampling in the context of...,
Explain the concept of quantizati...
28  cards
Lecture 3 - Feature Extraction and PCA
What is feature extraction in the...,
Explain the difference between gl...,
What are the primary applications...
28  cards
Lecture 4 - Color and Texture
What is a color space,
Define color constancy,
What is surface reflectance
28  cards
Lecture 5 - Segmentation & Recognition
What is image segmentation,
Describe the k means clustering a...,
Explain the concept of mixture of...
27  cards
Lecture 6 - 3D
What are the primary types of 3d ...,
Define triangulation in the conte...,
What is disparity in stereo vision
27  cards
Lecture 7 - Optical Flow and Tracking
What is motion estimation in imag...,
What are some applications of mot...,
Define optical flow
27  cards
Lecture 8 - Deep Learning Basics
What is machine learning for visu...,
Describe supervised learning,
What is unsupervised learning
27  cards
Lecture 9 - CNNs
What is a convolutional neural ne...,
What is the purpose of convolutio...,
Define filter or kernel in the co...
27  cards
Lecture 10 - Recognition
What is image classification,
Describe the architecture of lenet,
What is alexnet and its significance
27  cards
Lecture 11 - Segmentation
What is image segmentation,
Describe semantic segmentation,
What is a hyper column in the con...
26  cards
Lecture 12 - Detection
What is object detection,
Explain the sliding window approa...,
What is the viola jones face dete...
27  cards
Lecture 13 - Unsupervised Learning
What is unsupervised learning,
What is generative modeling in th...,
Explain unsupervised representati...
27  cards
Lecture 14 - Advanced Topics
What is the purpose of visualizin...,
Explain the concept of a deconvol...,
What is the importance of underst...
27  cards
EXAM_QUESTIONS
1  cards
Additional
What are the parameters in a conv...,
How do you calculate the number o...,
What does the nhwc format represe...
20  cards

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Image Analysis and Computer Vision

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