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Towards Optimal Point Cloud Processing for 3D Reconstruction, Zhang


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Автор: Zhang
Название:  Towards Optimal Point Cloud Processing for 3D Reconstruction
ISBN: 9783030961091
Издательство: Springer
Классификация:





ISBN-10: 3030961095
Обложка/Формат: Soft cover
Страницы: 87
Вес: 0.18 кг.
Дата издания: 18.06.2022
Серия: Springerbriefs in signal processing
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 25 illustrations, color; 4 illustrations, black and white; xix, 87 p. 29 illus., 25 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This SpringerBrief presents novel methods of approaching challenging problems in the reconstruction of accurate 3D models and serves as an introduction for further 3D reconstruction methods. It develops a 3D reconstruction system that produces accurate results by cascading multiple novel loop detection, sifting, and optimization methods. The authors offer a fast point cloud registration method that utilizes optimized randomness in random sample consensus for surface loop detection. The text also proposes two methods for surface-loop sifting. One is supported by a sparse-feature-based optimization graph. This graph is more robust to different scan patterns than earlier methods and can cope with tracking failure and recovery. The other is an offline algorithm that can sift loop detections based on their impact on loop optimization results and which is enabled by a dense map posterior metric for 3D reconstruction and mapping performance evaluation works without any costly ground-truth data. The methods presented in Towards Optimal Point Cloud Processing for 3D Reconstruction will be of assistance to researchers developing 3D modelling methods and to workers in the wide variety of fields that exploit such technology including metrology, geological animation and mass customization in smart manufacturing.
Дополнительное описание: 1. Introduction.- 2. Preliminaries.- 3. Fractional-Order Random Sample Consensus.- 4. Online Sifting of Loop Detections for 3D Reconstruction of Caves.- 5. Dense Map Posterior: A Novel Quality Metric for 3D Reconstruction.- 6. Offline Sifting and Majoriza


Robust Methods for Dense Monocular Non-Rigid 3D Reconstruction and Alignment of Point Clouds

Автор: Vladislav Golyanik
Название: Robust Methods for Dense Monocular Non-Rigid 3D Reconstruction and Alignment of Point Clouds
ISBN: 3658305665 ISBN-13(EAN): 9783658305666
Издательство: Springer
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Цена: 83850.00 T
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Описание: Vladislav Golyanik proposes several new methods for dense non-rigid structure from motion (NRSfM) as well as alignment of point clouds.

A step towards society 5.0 :

Автор: Shahnawaz Khan
Название: A step towards society 5.0 :
ISBN: 0367685469 ISBN-13(EAN): 9780367685461
Издательство: Taylor&Francis
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Цена: 148010.00 T
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Описание: This book serves the need for developing an insight and understanding of the cutting-edge innovation in Cloud technology. It provides an understanding of cutting-edge innovations, paradigms, and security by using real-life applications, case studies, and examples.

Digital Processing and Reconstruction of Complex Signals

Автор: Predrag B. Petrovic; Milorad R. Stevanovic
Название: Digital Processing and Reconstruction of Complex Signals
ISBN: 3642429254 ISBN-13(EAN): 9783642429255
Издательство: Springer
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Цена: 158380.00 T
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Описание: This book details methods for analyzing, processing and reconstructing complex signals. It presents a newly developed method for the calculation of basic parameters of the processed voltage and current signals.

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment

Автор: M. Jorge Cardoso; Tal Arbel; Fei Gao; Bernhard Kai
Название: Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment
ISBN: 331967563X ISBN-13(EAN): 9783319675633
Издательство: Springer
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Цена: 46570.00 T
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Описание:

This book constitutes the refereed joint proceedings of the International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, the International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017, and the International Stroke Workshop: Imaging and Treatment Challenges, SWITCH 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Quebec City, QC, Canada, in September 2017.

The 5 full papers presented at FIFI 2017, the 9 full papers presented at RAMBO 2017, and the 4 full papers presented at SWITCH 2017 were carefully reviewed and selected. The CMMI papers cover various areas from image synthesis to data analysis and from clinical diagnosis to therapy individualization, using molecular imaging modalities PET, SPECT, PET/CT, SPECT/CT, and PET/MR. The RAMBO papers present research from both academia and industry, They are organized into the categories "registration and tracking" and "image reconstruction and information retrieval" while application areas include cardiac, pulmonal, abdominal, fetal, and renal imaging. The SWITCH papers focus on CT(A)-based quantitative imaging biomarkers for stroke.




Digital Processing and Reconstruction of Complex Signals

Автор: Predrag B. Petrovic; Milorad R. Stevanovic
Название: Digital Processing and Reconstruction of Complex Signals
ISBN: 3642038425 ISBN-13(EAN): 9783642038426
Издательство: Springer
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Цена: 158380.00 T
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Описание: This book details methods for analyzing, processing and reconstructing complex signals. It presents a newly developed method for the calculation of basic parameters of the processed voltage and current signals.

Digital Imaging for Cultural Heritage Preservation

Автор: Stanco
Название: Digital Imaging for Cultural Heritage Preservation
ISBN: 1439821739 ISBN-13(EAN): 9781439821732
Издательство: Taylor&Francis
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Цена: 224570.00 T
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Описание: This edition presents the most prominent topics and applications of digital image processing, analysis, and computer graphics in the field of cultural heritage preservation. The text assumes prior knowledge of digital image processing and computer graphics fundamentals. Each chapter contains a table of contents, illustrations, and figures that elucidate the presented concepts in detail, as well as a chapter summary and a bibliography for further reading. Well-known experts cover a wide range of topics and related applications, including spectral imaging, automated restoration, computational reconstruction, digital reproduction, and 3D models.

10th International Conference on Robotics, Vision, Signal Processing and Power Applications

Автор: Mohamad Adzhar Md Zawawi; Soo Siang Teoh; Noramali
Название: 10th International Conference on Robotics, Vision, Signal Processing and Power Applications
ISBN: 9811364494 ISBN-13(EAN): 9789811364495
Издательство: Springer
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Цена: 186330.00 T
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10th International Conference on Robotics, Vision, Signal Processing and Power Applications

Автор: Mohamad Adzhar Md Zawawi; Soo Siang Teoh; Noramali
Название: 10th International Conference on Robotics, Vision, Signal Processing and Power Applications
ISBN: 981136446X ISBN-13(EAN): 9789811364464
Издательство: Springer
Рейтинг:
Цена: 260870.00 T
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Описание:

This proceedings book presents a collection of research papers from the 10th International Conference on Robotics, Vision, Signal Processing & Power Applications (ROVISP 2018), which serves as a platform for researchers, scientists, engineers, academics and industrial professionals from around the globe to share their research findings and development activities. The book covers various topics of interest, including, but not limited to:
•Robotics, Control, Mechatronics and Automation
•Vision, Image, and Signal Processing
•Artificial Intelligence and Computer Applications
•Electronic Design and Applications
•Biomedical, Bioengineering and Applications
•RF, Antenna Applications and Telecommunication Systems
•Power Systems, High Voltage and Renewable Energy
•Electrical Machines, Drives and Power Electronics
•Devices, Circuits and Embedded Systems
•Sensors and Sensing Techniques

Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data

Автор: L. Octavio Lerma; Vladik Kreinovich
Название: Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data
ISBN: 3319870580 ISBN-13(EAN): 9783319870588
Издательство: Springer
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Цена: 111790.00 T
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Описание: This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data. Further, it presents easy-to-use analytical models of knowledge-related processes and their applications. The need for such methods stems from the fact that, when we have to decide where to place sensors, or which algorithm to use for processing the data—we mostly rely on experts’ opinions. As a result, the selected knowledge-related methods are often far from ideal. To make better selections, it is necessary to first create easy-to-use models of knowledge-related processes. This is especially important for big data, where traditional numerical methods are unsuitable. The book offers a valuable guide for everyone interested in big data applications: students looking for an overview of related analytical techniques, practitioners interested in applying optimization techniques, and researchers seeking to improve and expand on these techniques.

Scalable Signal Processing in Cloud Radio Access Networks

Автор: Ying-Jun Angela Zhang; Congmin Fan; Xiaojun Yuan
Название: Scalable Signal Processing in Cloud Radio Access Networks
ISBN: 3030158837 ISBN-13(EAN): 9783030158835
Издательство: Springer
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Цена: 51230.00 T
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Описание: This Springerbreif introduces a threshold-based channel sparsification approach, and then, the sparsity is exploited for scalable channel training. Last but not least, this brief introduces two scalable cooperative signal detection algorithms in C-RANs. The authors wish to spur new research activities in the following important question: how to leverage the revolutionary architecture of C-RAN to attain unprecedented system capacity at an affordable cost and complexity.Cloud radio access network (C-RAN) is a novel mobile network architecture that has a lot of significance in future wireless networks like 5G. the high density of remote radio heads in C-RANs leads to severe scalability issues in terms of computational and implementation complexities. This Springerbrief undertakes a comprehensive study on scalable signal processing for C-RANs, where ‘scalable’ means that the computational and implementation complexities do not grow rapidly with the network size.This Springerbrief will be target researchers and professionals working in the Cloud Radio Access Network (C-Ran) field, as well as advanced-level students studying electrical engineering.

The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications

Автор: Harsa Amylia Mat Sakim; Mohd Tafir Mustaffa
Название: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications
ISBN: 9811013365 ISBN-13(EAN): 9789811013362
Издательство: Springer
Рейтинг:
Цена: 243800.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Robotics, Control, Mechatronics and Automation.- Vision, Image and Signal Processing.- Artificial Intelligence and Computer Applications.- Electronic Design and Applications.- Telecommunication Systems and Applications.- Power System and Industrial Applications.


The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications

Автор: Harsa Amylia Mat Sakim; Mohd Tafir Mustaffa
Название: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications
ISBN: 9814585416 ISBN-13(EAN): 9789814585415
Издательство: Springer
Рейтинг:
Цена: 260870.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Robotics, Control, Mechatronics and Automation.- Vision, Image and Signal Processing.- Artificial Intelligence and Computer Applications.- Electronic Design and Applications.- Telecommunication Systems and Applications.- Power System and Industrial Applications.



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