Optimisation Algorithms Hand Posture by Saremi Shahrzad (17 results)

Language: English
Published by Springer, 2020
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Condition: New. pp. XV, 205 108 illus., 99 illus. in color. 2020th edition NO-PA16APR2015-KAP.

Language: English
Published by Springer, 2020
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Taschenbuch. Condition: Neu. Optimisation Algorithms for Hand Posture Estimation | Shahrzad Saremi (u. a.) | Taschenbuch | Algorithms for Intelligent Systems | xv | Englisch | 2020 | Springer | EAN 9789811397592 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[a…t]springer[dot]com | Anbieter: preigu.

Language: English
Published by Springer, 2019
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Language: English
Published by Springer Nature Singapore, 2019
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Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | This book reviews the literature on hand posture estimation using generative methods, identifying the current gaps, such as sensitivity to hand shapes, sensitivity to a good initial posture, difficult hand posture recovery in cases of loss…in tracking, and lack of addressing multiple objectives to maximize accuracy and minimize computational cost. To fill these gaps, it proposes a new 3D hand model that combines the best features of the current 3D hand models in the literature. It also discusses the development of a hand shape optimization technique. To find the global optimum for the single-objective problem formulated, it improves and applies particle swarm optimization (PSO), one of the most highly regarded optimization algorithms and one that is used successfully in both science and industry. After formulating the problem, multi-objective particle swarm optimization (MOPSO) is employed to estimate the Pareto optimal front as the solution for this bi-objective problem. The book alsodemonstrates the effectiveness of the improved PSO in hand posture recovery in cases of tracking loss. Lastly, the book examines the formulation of hand posture estimation as a bi-objective problem for the first time.The case studies included feature 50 hand postures extracted from five standard datasets, and were used to benchmark the proposed 3D hand model, hand shape optimization, and hand posture recovery.

Language: English
Published by Springer, 2019
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Hardcover. Condition: Brand New. 205 pages. 9.25x6.10x0.59 inches. In Stock.

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Published by Springer, 2019
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Language: English
Published by Springer Nature Singapore, 2019
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Hardcover. Condition: gut. 2019. Optimisation Algorithms for Hand Posture Estimation In deutscher Sprache. pages.

Language: English
Published by Springer, 2020
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Published by Springer, 2020
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Language: English
Published by Springer, 2019
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Published by Springer Singapore, 2020
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Proposes a new 3D hand model with simple shapes and low computational complexityDemonstrates improved particle swarm optimization and multi-objective particle swarm optimizationBased on case studies of 50 hand posture…sD.

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Published by Springer, 2020
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Condition: New. Print on Demand pp. XV, 205 108 illus., 99 illus. in color.

Language: English
Published by Springer, 2020
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Condition: New. PRINT ON DEMAND pp. XV, 205 108 illus., 99 illus. in color.

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Published by Springer, Springer Sep 2020, 2020
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book reviews the literature on hand posture estimation using generative methods, identifying the current gaps, such as sensitivity to hand shapes, sensitivity to a good initial posture, difficult hand posture recovery in cases of l…oss in tracking, and lack of addressing multiple objectives to maximize accuracy and minimize computational cost. To fill these gaps, it proposes a new 3D hand model that combines the best features of the current 3D hand models in the literature. It also discusses the development of a hand shape optimization technique. To find the global optimum for the single-objective problem formulated, it improves and applies particle swarm optimization (PSO), one of the most highly regarded optimization algorithms and one that is used successfully in both science and industry. After formulating the problem, multi-objective particle swarm optimization (MOPSO) is employed to estimate the Pareto optimal front as the solution for this bi-objective problem. The book alsodemonstrates the effectiveness of the improved PSO in hand posture recovery in cases of tracking loss. Lastly, the book examines the formulation of hand posture estimation as a bi-objective problem for the first time.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 224 pp. Englisch.

Language: English
Published by Springer, 2019
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Language: English
Published by Springer, Springer Sep 2019, 2019
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book reviews the literature on hand posture estimation using generative methods, identifying the current gaps, such as sensitivity to hand shapes, sensitivity to a good initial posture, difficult hand posture recovery in cases of loss in…tracking, and lack of addressing multiple objectives to maximize accuracy and minimize computational cost. To fill these gaps, it proposes a new 3D hand model that combines the best features of the current 3D hand models in the literature. It also discusses the development of a hand shape optimization technique. To find the global optimum for the single-objective problem formulated, it improves and applies particle swarm optimization (PSO), one of the most highly regarded optimization algorithms and one that is used successfully in both science and industry. After formulating the problem, multi-objective particle swarm optimization (MOPSO) is employed to estimate the Pareto optimal front as the solution for this bi-objective problem. The book alsodemonstrates the effectiveness of the improved PSO in hand posture recovery in cases of tracking loss. Lastly, the book examines the formulation of hand posture estimation as a bi-objective problem for the first time.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 224 pp. Englisch.

Language: English
Published by Springer, 2019
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