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Methods for Appearance-based Loop Closure Detection, Emilio Garcia-Fidalgo; Alberto Ortiz


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Автор: Emilio Garcia-Fidalgo; Alberto Ortiz
Название:  Methods for Appearance-based Loop Closure Detection
ISBN: 9783319759920
Издательство: Springer
Классификация:




ISBN-10: 3319759922
Обложка/Формат: Hardcover
Страницы: 159
Вес: 0.45 кг.
Дата издания: 2018
Серия: Springer Tracts in Advanced Robotics
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 70 illustrations, color; 6 illustrations, black and white; xxv, 159 p. 76 illus., 70 illus. in color.
Размер: 234 x 156 x 13
Читательская аудитория: Postgraduate, research & scholarly
Основная тема: Engineering
Подзаголовок: Applications to Topological Mapping and Image Mosaicking
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Mapping and localization are two essential tasks in autonomous mobile robotics. Due to the unavoidable noise that sensors present, mapping algorithms usually rely on loop closure detection techniques, which entail the correct identification of previously seen places to reduce the uncertainty of the resulting maps. This book deals with the problem of generating topological maps of the environment using efficient appearance-based loop closure detection techniques. Since the quality of a visual loop closure detection algorithm is related to the image description method and its ability to index previously seen images, several methods for loop closure detection adopting different approaches are developed and assessed. Then, these methods are used in three novel topological mapping algorithms. The results obtained indicate that the solutions proposed attain a better performance than several state-of-the-art approaches. To conclude, given that loop closure detection is also a key component in other research areas, a multi-threaded image mosaicing algorithm is proposed. This approach makes use of one of the loop closure detection techniques previously introduced in order to find overlapping pairs between images and finally obtain seamless mosaics of different environments in a reasonable amount of time.
Дополнительное описание: Introduction.- Background.- Literature Review.- Experimental Setup.- Loop Closure Detection using Local Features and KD-Trees.- Loop Closure Detection using Incremental Bags of Binary Words.- Hierarchical Loop Closure Detection for Topological Mapping.- F



Methods for Appearance-Based Loop Closure Detection: Applications to Topological Mapping and Image Mosaicking

Автор: Garcia-Fidalgo Emilio, Ortiz Alberto
Название: Methods for Appearance-Based Loop Closure Detection: Applications to Topological Mapping and Image Mosaicking
ISBN: 3030093735 ISBN-13(EAN): 9783030093730
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Mapping and localization are two essential tasks in autonomous mobile robotics. Due to the unavoidable noise that sensors present, mapping algorithms usually rely on loop closure detection techniques, which entail the correct identification of previously seen places to reduce the uncertainty of the resulting maps. This book deals with the problem of generating topological maps of the environment using efficient appearance-based loop closure detection techniques. Since the quality of a visual loop closure detection algorithm is related to the image description method and its ability to index previously seen images, several methods for loop closure detection adopting different approaches are developed and assessed. Then, these methods are used in three novel topological mapping algorithms. The results obtained indicate that the solutions proposed attain a better performance than several state-of-the-art approaches. To conclude, given that loop closure detection is also a key component in other research areas, a multi-threaded image mosaicing algorithm is proposed. This approach makes use of one of the loop closure detection techniques previously introduced in order to find overlapping pairs between images and finally obtain seamless mosaics of different environments in a reasonable amount of time.

VLSI Physical Design: From Graph Partitioning to Timing Closure

Автор: Andrew B. Kahng; Jens Lienig; Igor L. Markov; Jin
Название: VLSI Physical Design: From Graph Partitioning to Timing Closure
ISBN: 9400790201 ISBN-13(EAN): 9789400790209
Издательство: Springer
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Цена: 9781.00 р.
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Описание: LSI Physical Design explores how algorthims can be used to create a geometric chip layout can be created from an abstract circuit design. The text emphasizes essential, fundamental techniques, ranging from hypergraph partictioning and circuit placement to timing closure.

A Digital Phase Locked Loop based Signal and Symbol Recovery System for Wireless Channel

Автор: Basab Bijoy Purkayastha; Kandarpa Kumar Sarma
Название: A Digital Phase Locked Loop based Signal and Symbol Recovery System for Wireless Channel
ISBN: 8132220404 ISBN-13(EAN): 9788132220404
Издательство: Springer
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Цена: 19591.00 р.
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Описание: The book reports two approaches of implementation of the essential components of a Digital Phase Locked Loop based system for dealing with wireless channels showing Nakagami-m fading.

Beyond Loop Level Parallelism in OpenMP: Accelerators, Tasking and More

Автор: Mitsuhisa Sato; Toshihiro Hanawa; Matthias S. M?ll
Название: Beyond Loop Level Parallelism in OpenMP: Accelerators, Tasking and More
ISBN: 3642132162 ISBN-13(EAN): 9783642132162
Издательство: Springer
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Цена: 9781.00 р.
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Описание: Constitutes the refereed proceedings of the 6th International Workshop on OpenMP, IWOMP 2010, held in Tsukuba City, Japan, in June 2010.

Computers in the Human Interaction Loop

Автор: Alexander Waibel; Rainer Stiefelhagen
Название: Computers in the Human Interaction Loop
ISBN: 1849968195 ISBN-13(EAN): 9781849968195
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Based on a major European Integrated Project, this book explores a new look at human interfaces, one in which computers become participants among humans interacting with humans. It contains over one hundred illustrations, most in color.

Enhanced Phase-Locked Loop Structures for Power and Energy Applications

Автор: Karimi-Ghartema
Название: Enhanced Phase-Locked Loop Structures for Power and Energy Applications
ISBN: 1118795024 ISBN-13(EAN): 9781118795026
Издательство: Wiley
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Цена: 16307.00 р.
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Описание: As technology has grown and spread to new devices, PLL has increased in significance for power systems and the devices that connect with the power grid. This book discusses the PLL structures that are directly applicable to power systems using simple language. It is suitable for engineers, technicians, and graduate students.

PLL:  LINEAR PHASE-LOCKED LOOP CONTROL SYSTEM ANALYSIS SOFTWARE

Автор: ERIC L. UNRUH
Название: PLL: LINEAR PHASE-LOCKED LOOP CONTROL SYSTEM ANALYSIS SOFTWARE
ISBN: 0890065225 ISBN-13(EAN): 9780890065228
Издательство: Artech House
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Цена: 44722.00 р.
Наличие на складе: Нет в наличии.

Описание: This program can calculate open and closed loop gain (magnitude), open loop phase, and error responses as a function of frequency, the closed loop transient (time domain) response for a given input excitation, and the closed loop SSB phase noise spectral density for the given system.

The Analytical Foundations of Loop Antennas and Nano-Scaled Rings

Автор: McKinley Arnold
Название: The Analytical Foundations of Loop Antennas and Nano-Scaled Rings
ISBN: 9811358915 ISBN-13(EAN): 9789811358913
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

This book develops the analytical theory of perfectly conducting and lossy metal, circular, round-wire loop antennas and nano-scaled rings from the radio frequency (RF) regime through infrared and the optical region. It does so from an antenna theory perspective. It is the first time that all of the historical material found in the literature has appeared in one place. It includes, particularly, material that has appeared in the literature only in the last decade and some new material that has not yet been published. The book derives the input impedance, resonances and anti-resonances, the RLC circuit model representation, and radiation patterns not only of closed loops and rings, but also of loops and rings loaded randomly and multiply with resistive and reactive impedances. Every derivation is compared with simulations run in Microwave Studio (MWS). It looks carefully at the physical response of loop antennas and nano-rings coupled to a source at one point in the periphery and at such rings illuminated by a plane wave arriving from every different direction with the E-field in all polarizations. The book ends with a brief look at polygonal loops, two dimensional arrays of nano-rings, and Yagi-Uda arrays.

Symbolic Parallelization of Nested Loop Programs

Автор: Tanase
Название: Symbolic Parallelization of Nested Loop Programs
ISBN: 3319739085 ISBN-13(EAN): 9783319739083
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book introduces new compilation techniques, using the polyhedron model for the resource-adaptive parallel execution of loop programs on massively parallel processor arrays. The new, on-demand fault-tolerant loop processing approach described in this book protects loop nests for parallel execution against soft errors.

Classical feedback control with nonlinear multi-loop systems

Автор: Lurie, Boris J. (california Institute Of Technology, Pasadena, Usa) Enright, Paul (california Institute Of Technology, Pasadena, Usa)
Название: Classical feedback control with nonlinear multi-loop systems
ISBN: 1138541141 ISBN-13(EAN): 9781138541146
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: Classical Feedback Control with Nonlinear Multi-Loop Systems describes the design of high-performance feedback control systems, emphasizing the frequency-domain approach widely used in practical engineering. It presents high-order nonlinear multi-loop controllers with analog and digital implementations, serving as a textbook or reference.

Symbolic Parallelization of Nested Loop Programs

Автор: Alexandru-Petru Tanase; Frank Hannig; J?rgen Teich
Название: Symbolic Parallelization of Nested Loop Programs
ISBN: 3030088847 ISBN-13(EAN): 9783030088842
Издательство: Springer
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Цена: 15372.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book introduces new compilation techniques, using the polyhedron model for the resource-adaptive parallel execution of loop programs on massively parallel processor arrays. The authors show how to compute optimal symbolic assignments and parallel schedules of loop iterations at compile time, for cases where the number of available cores becomes known only at runtime. The compile/runtime symbolic parallelization approach the authors describe reduces significantly the runtime overhead, compared to dynamic or just?in-time compilation. The new, on?demand fault?tolerant loop processing approach described in this book protects loop nests for parallel execution against soft errors. 


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