Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Optimization for Computer Vision: An Introduction to Core Concepts and Methods

Optimization for Computer Vision: An Introduction to Core Concepts and Methods

Treiber, Marco Alexander

Hardcover

Series: Advances in Computer Vision and Pattern Recognition

General ComputersGeneral MathematicsProgramming

ISBN10: 1447152824
ISBN13: 9781447152828
Publisher: Springer Pg
Published: Jul 24 2013
Pages: 257
Weight: 1.50
Height: 0.79 Width: 6.32 Depth: 9.48
Language: English
This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to facilitate understanding, the presentation of the methods is supplemented by simple flow charts, followed by pseudocode implementations that reveal deeper insights into their mode of operation. These discussions are further supported by examples taken from important applications in computer vision. Topics and features: provides a comprehensive overview of computer vision-related optimization; covers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization; describes in detail the optimization methods employed in computer vision applications; illuminates key concepts with clearly written and step-by-step explanations; presents detailed information on implementation, including pseudocode for most methods.

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