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Veena Padmanabhan
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Content by Veena Padmanabhan
Other authors' collections containing modules by Veena Padmanabhan
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Intelligent Motion Detection Using Compressed Sensing
(col10311)
Authors:
Heather Johnston
,
Siddharth Gupta
,
Grant Lee
,
Veena Padmanabhan
Institution:
Rice University
Keywords:
compressed sensing
,
intelligent motion detection
Summary:
We explore intelligent motion detecting using compressed sensing. Starting from the proof-of-concept that motion can be detected, we have created an algorithm to deterministically compute the speed of a known object under idealized conditions. We provide an explanation of its validity based on Parseval’s Theorem and propose ... observed motion.
[Expand Summary]
We explore intelligent motion detecting using compressed sensing. Starting from the proof-of-concept that motion can be detected, we have created an algorithm to deterministically compute the speed of a known object under idealized conditions. We provide an explanation of its validity based on Parseval’s Theorem and propose an upper velocity resolution limit for our computation. A framework is provided for extending our work with support vector machines to automatically classify observed motion.
[Collapse Summary]
Subject:
Science and Technology
Language:
English
Popularity:
74.36%
Revised:
2005-12-23
Revisions:
3
Ability to Detect Speed: Results
(m13141)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
,
Heather Johnston
Subject:
Science and Technology
Language:
English
Popularity:
61.21%
Revised:
2005-12-23
Revisions:
3
Compressed Sensing
(m13133)
Authors:
Siddharth Gupta
,
Grant Lee
,
Veena Padmanabhan
,
Heather Johnston
Keywords:
Compressed Sensing
Summary:
A brief introduction to compressed sensing and its advantages
Subject:
Science and Technology
Language:
English
Popularity:
71.62%
Revised:
2005-12-23
Revisions:
2
Concluding Remarks for CS Motion Detection
(m13138)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
,
Heather Johnston
Summary:
Summary of our analysis.
Subject:
Science and Technology
Language:
English
Popularity:
47.44%
Revised:
2005-12-23
Revisions:
3
Feature Extraction from CS Data
(m13139)
Authors:
Siddharth Gupta
,
Grant Lee
,
Veena Padmanabhan
,
Heather Johnston
Summary:
Our goal is to create intelligent motion detection for compressed sensing.
Subject:
Science and Technology
Language:
English
Popularity:
59.69%
Revised:
2005-12-23
Revisions:
2
Future Work in CS Motion Detection
(m13140)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
,
Heather Johnston
Summary:
Some possible investigations in the field
Subject:
Science and Technology
Language:
English
Popularity:
47.41%
Revised:
2005-12-23
Revisions:
3
Idealized Data for Motion Detection
(m13134)
Authors:
Grant Lee
,
Siddharth Gupta
,
Veena Padmanabhan
,
Heather Johnston
Keywords:
data selection
Summary:
Details on what kinds of data are used to test our system, and how they were selected.
Subject:
Science and Technology
Language:
English
Popularity:
67.42%
Revised:
2005-12-23
Revisions:
3
Intelligent Motion Detection and Compressed Sensing
(m13132)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
,
Heather Johnston
Summary:
Introduction to our project exploring intelligent motion detection for compressed sensing
Subject:
Science and Technology
Language:
English
Popularity:
64.72%
Revised:
2005-12-23
Revisions:
4
Methodology for Extracting Information from "Random" Measurements
(m13137)
Authors:
Heather Johnston
,
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
Summary:
Our approach for detecting the speed of a known object.
Subject:
Science and Technology
Language:
English
Popularity:
53.45%
Revised:
2005-12-23
Revisions:
2
Speed Calculation: the Details
(m13136)
Authors:
Heather Johnston
,
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
Summary:
Specifics on our algorithm to calculate the speed of a known object.
Subject:
Science and Technology
Language:
English
Popularity:
80.62%
Revised:
2005-12-23
Revisions:
2
Support Vector Machines
(m13131)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Heather Johnston
,
Grant Lee
Keywords:
Support Vector Machines
,
SVM
Summary:
Brief explanation of Support Vector Machines (SVM) and the related optimization problem
Subject:
Science and Technology
Language:
English
Popularity:
79.76%
Revised:
2005-12-23
Revisions:
2
The Team and Acknowledgements
(m13135)
Authors:
Siddharth Gupta
,
Veena Padmanabhan
,
Grant Lee
,
Heather Johnston
Keywords:
Grant Lee
,
Heather Johnston
,
Siddharth Gupta
,
Veena Padmanabhan
Summary:
Team involved in this project and acknowledgements.
Subject:
Science and Technology
Language:
English
Popularity:
43.66%
Revised:
2005-12-23
Revisions:
2
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