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Model-based online 3D reconstruction from image sequences
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The reconstruction of 3D scene models from arbitrary video sequences is a central task of computer vision. Applications range from the autonomous navigation of robots to the acquisition of 3D models for the entertainment industry. Typical approaches identify and track landmarks in the images as a first step and then recover the geometry in a separate, second step. This book instead focuses on a combination of the two steps. By embedding the novel, combined method in a model-based mathematical framework, superior accuracy and reliability can be shown both theoretically and empirically.
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Model-based online 3D reconstruction from image sequences, Olaf Kähler
- Jazyk
- Rok vydania
- 2009
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2021 2022 2023
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- Titul
- Model-based online 3D reconstruction from image sequences
- Jazyk
- anglicky
- Autori
- Olaf Kähler
- Vydavateľ
- Optimus Mostafa
- Rok vydania
- 2009
- Väzba
- mäkká
- ISBN10
- 3941274252
- ISBN13
- 9783941274259
- Kategórie
- Počítače, IT, programovanie
- Anotácia
- The reconstruction of 3D scene models from arbitrary video sequences is a central task of computer vision. Applications range from the autonomous navigation of robots to the acquisition of 3D models for the entertainment industry. Typical approaches identify and track landmarks in the images as a first step and then recover the geometry in a separate, second step. This book instead focuses on a combination of the two steps. By embedding the novel, combined method in a model-based mathematical framework, superior accuracy and reliability can be shown both theoretically and empirically.