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Automated Visual Tracking of Biological Model Organisms: Motion Estimation for Behavioral Analysis of Worm, Fish, and Flies - Softcover
Capturing the detailed motion and behavior of biological organisms plays an important role in a wide variety of research disciplines. However, the efficient and rapid quantification of these complex behavioral traits imposes a major bottleneck on the elucidation of many interesting scientific questions. To address this constraint, this book develops a suite of model-based visual tracking algorithms that operate in a high-resolution manner needed for a productive synthesis with modern genetic approaches. The method is used to track the position and shape of multiple nematodes during mating behavior, zebrafish of different ages during escape response, and fruit flies during take off maneuvers. These applications demonstrate the modular design of this model-based visual tracking system. In contrast to other approaches, which are customized to a particular organism or experimental setup, my approach provides a foundation that requires little re-engineering whenever the experimental parameters are changed.
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About the Author:
Ebraheem I. Fontaine received a B.S. in mechanical engineering at Massachusetts Institute of Technology in 2002 and the M.S. and Ph.D. degrees in mechanical engineering at California Institute of Technology in 2008. He is currently an Analytic Scientist at Fair Isaac Corporation, San Diego, CA.
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- PublisherVDM Verlag Dr. Müller
- Publication date2009
- ISBN 10 3639124480
- ISBN 13 9783639124484
- BindingPaperback
- Number of pages152
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Automated Visual Tracking of Biological Model Organisms: Motion Estimation for Behavioral Analysis of Worm, Fish, and Flies
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Capturing the detailed motion and behavior ofbiological organisms plays an important role in awide variety of research disciplines. However, theefficient and rapid quantification of these complexbehavioral traits imposes a major bottleneck on theelucidation of many interesting scientific questions.To address this constraint, this book develops asuite of model-based visual tracking algorithms thatoperate in a high-resolution manner needed for aproductive synthesis with modern genetic approaches.The method is used to track the position and shape ofmultiple nematodes during mating behavior, zebrafishof different ages during escape response, and fruitflies during take off maneuvers. These applicationsdemonstrate the modular design of this model-basedvisual tracking system. In contrast to otherapproaches, which are customized to a particularorganism or experimental setup, my approach providesa foundation that requires little re-engineeringwhenever the experimental parameters are changed. 152 pp. Englisch. Seller Inventory # 9783639124484
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Automated Visual Tracking of Biological Model Organisms Motion Estimation for Behavioral Analysis of Worm, Fish, and Flies
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Automated Visual Tracking of Biological Model Organisms Motion Estimation for Behavioral Analysis of Worm, Fish, and Flies
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Automated Visual Tracking of Biological Model Organisms : Motion Estimation for Behavioral Analysis of Worm, Fish, and Flies
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Book Description Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Capturing the detailed motion and behavior ofbiological organisms plays an important role in awide variety of research disciplines. However, theefficient and rapid quantification of these complexbehavioral traits imposes a major bottleneck on theelucidation of many interesting scientific questions.To address this constraint, this book develops asuite of model-based visual tracking algorithms thatoperate in a high-resolution manner needed for aproductive synthesis with modern genetic approaches.The method is used to track the position and shape ofmultiple nematodes during mating behavior, zebrafishof different ages during escape response, and fruitflies during take off maneuvers. These applicationsdemonstrate the modular design of this model-basedvisual tracking system. In contrast to otherapproaches, which are customized to a particularorganism or experimental setup, my approach providesa foundation that requires little re-engineeringwhenever the experimental parameters are changed. Seller Inventory # 9783639124484
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Book Description Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Fontaine Ebraheem I.Ebraheem I. Fontaine received a B.S. in mechanical engineering atnMassachusetts nInstitute of Technology in 2002 and the M.S. and Ph.D. degrees innmechanical nengineering at California Institute of Technology in 2. Seller Inventory # 4959650
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