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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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Most algorithms in computer vision and image analysis can be understood in terms of two important components: a representation and a modeling/estimation algorithm. The representation defines what information is important about the objects and is used to describe them. The modeling techniques extract the information from images to instantiat
Author(s):
Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: 6-881-spring-2005.zip
This OER is part of OCW: Representation and Modeling for Image Analysis
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: mturk-CVPR91.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
Published under: /Readings
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: VanLeemputTMI1999a.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: l02.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
Published under: /Lecture Notes
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: shapecurves.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
Published under: /Lecture Notes
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: l01.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: bptutorial.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: 6881_hirsh.pdf
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: 6881_varshney.pdf
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Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: 6881_niu.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
File: 6881_ou.pdf
This OER is part of OCW: Representation and Modeling for Image Analysis
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- computer vision
- image analysis
- representation algorithm
- modeling
- estimation algorithm
- information
- objects
- modeling techniques
- images
- representations
- contours
- level sets
- deformation fields
- image information
- manifold fitting
- markov random fields
- expectation maximization
- clustering
- mathematical foundations
- medical and biolog
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