Application of DSmT-ICM with Adaptive decision rule to supervised classification in multisource remote sensing

Application of DSmT-ICM with Adaptive decision rule to supervised classification in multisource remote sensing PDF Author: A. Elhassouny
Publisher: Infinite Study
ISBN:
Category :
Languages : en
Pages : 11

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Book Description
In this paper, we introduce a new procedure called DSmT-ICM with adaptive decision rule, which is an alternative and extension of Multisource Classification Using ICM (Iterated conditional mode) and DempsterShafer theory (DST). This work confirmed the ability of the Dezert-Smarandache Theory (DSmT) used for the modeling of the classes sets of themes to significantly improve the quality of ICM classification algorithm with constraints by the fusion of the multidates images.

Application of DSmT-ICM with Adaptive decision rule to supervised classification in multisource remote sensing

Application of DSmT-ICM with Adaptive decision rule to supervised classification in multisource remote sensing PDF Author: A. Elhassouny
Publisher: Infinite Study
ISBN:
Category :
Languages : en
Pages : 11

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Book Description
In this paper, we introduce a new procedure called DSmT-ICM with adaptive decision rule, which is an alternative and extension of Multisource Classification Using ICM (Iterated conditional mode) and DempsterShafer theory (DST). This work confirmed the ability of the Dezert-Smarandache Theory (DSmT) used for the modeling of the classes sets of themes to significantly improve the quality of ICM classification algorithm with constraints by the fusion of the multidates images.

Data Fusion

Data Fusion PDF Author: Lucien Wald
Publisher: Presses des MINES
ISBN: 291176238X
Category : Image processing
Languages : en
Pages : 53

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Book Description
This book establishes the fundamentals (particularly definitions and architectures) in data fusion. The second part of the book is devoted to methods for the fusion of images. It offers an in-depth presentation of standard and advanced methods for the fusion of multi-modality images.

Radiosurgery

Radiosurgery PDF Author: D. Kondziolka
Publisher: Karger Medical and Scientific Publishers
ISBN: 380558105X
Category : Science
Languages : en
Pages : 297

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Book Description
Stereotactic radiosurgery, a field of increasing importance worldwide, is proving its value in primary and adjuvant treatment. Particle beam, gamma knife, and linear accelerator technology have already been successfully used in many operations, and their potential is being further explored. This series, featuring the latest achievements in radiosurgery, reflects the actual state of knowledge in the field. It is the official publication of the International Stereotactic Radiosurgery Society and volumes in this book series will be published every two years, following the main society congress. For neurological surgeons, radiation oncologists, radiologists, and medical physicists, neurologists and allied health practitioners each new volume will set the standard for work in radiosurgery during this period.

Image and Signal Processing

Image and Signal Processing PDF Author: Abderrahim Elmoataz
Publisher: Springer
ISBN: 3642312543
Category : Computers
Languages : en
Pages : 607

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Book Description
This book constitutes the refereed proceedings of the 5th International Conference on Image and Signal Processing, ICISP 2012, held in Agadir, Morocco, in June 2012. The 75 revised full papers presented were carefully reviewed and selected from 158 submissions. The contributions are grouped into the following topical sections: multi/hyperspectral imaging; image itering and coding; signal processing; biometric; watermarking and texture; segmentation and retieval; image processing; pattern recognition.

RGB-D Image Analysis and Processing

RGB-D Image Analysis and Processing PDF Author: Paul L. Rosin
Publisher: Springer Nature
ISBN: 3030286037
Category : Computers
Languages : en
Pages : 524

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Book Description
This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data acquisition, data quality assessment, filling holes, 3D reconstruction, SLAM, multiple depth camera systems, segmentation, object detection, salience detection, pose estimation, geometric modelling, fall detection, autonomous driving, motor rehabilitation therapy, people counting and cognitive service robots. The availability of cheap RGB-D sensors has led to an explosion over the last five years in the capture and application of colour plus depth data. The addition of depth data to regular RGB images vastly increases the range of applications, and has resulted in a demand for robust and real-time processing of RGB-D data. There remain many technical challenges, and RGB-D image processing is an ongoing research area. This book covers the full state of the art, and consists of a series of chapters by internationally renowned experts in the field. Each chapter is written so as to provide a detailed overview of that topic. RGB-D Image Analysis and Processing will enable both students and professional developers alike to quickly get up to speed with contemporary techniques, and apply RGB-D imaging in their own projects.

Image and Graphics Technologies and Applications

Image and Graphics Technologies and Applications PDF Author: Yongtian Wang
Publisher: Springer Nature
ISBN: 981336033X
Category : Computers
Languages : en
Pages : 327

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Book Description
This book constitutes the refereed proceedings of the 15th Conference on Image and Graphics Technologies and Applications, IGTA 2020, held in Beijing, China in September, 2020.* The 24 papers presented were carefully reviewed and selected from 115 submissions. They provide a forum for sharing progresses in the areas of image processing technology; image analysis and understanding; computer vision and pattern recognition; big data mining, computer graphics and VR, as well as image technology applications. *The conference was held virtually due to the COVID-19 pandemic.

Image Fusion

Image Fusion PDF Author: Osamu Ukimura
Publisher: BoD – Books on Demand
ISBN: 9533076798
Category : Computers
Languages : en
Pages : 442

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Book Description
Image fusion technology has successfully contributed to various fields such as medical diagnosis and navigation, surveillance systems, remote sensing, digital cameras, military applications, computer vision, etc. Image fusion aims to generate a fused single image which contains more precise reliable visualization of the objects than any source image of them. This book presents various recent advances in research and development in the field of image fusion. It has been created through the diligence and creativity of some of the most accomplished experts in various fields.

Remote Sensing and Urban Analysis

Remote Sensing and Urban Analysis PDF Author: Jean-Paul Donnay
Publisher: CRC Press
ISBN: 0203306066
Category : Technology & Engineering
Languages : en
Pages : 284

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Book Description
One of the key geographical developments over the last two centuries has been that of urbanisation. In recent years this has exploded globally, particularly in developing countries. It is essential for governments, planners and researchers in geography and allied fields to understand this process and the main way of being able to do this is to accurately map these changes. The main method of this mapping is Remote Sensing. This up-to-date analysis of the area looks at a wide range of methodologies currently being used to produce and analyse remotely sensed data of urban areas. The authors examine the various techniques used to extract information from digital, multispectral images of urban areas. Donnay and Barnsley then go on to look at the identification of urban forms, the delineation of agglomerations and the development of urban morphology, considering the analysis of integrated data sets and surface models and going on to look at the estimation of human population levels.

Biometric Recognition

Biometric Recognition PDF Author: Jie Zhou
Publisher: Springer
ISBN: 3319979094
Category : Computers
Languages : en
Pages : 755

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Book Description
The LNCS volume 10996 constitutes the proceedings of the 13th Chinese Conference on Biometric Recognition, held in Urumchi, China, in August 2018. The 79 regular papers presented in this book were carefully reviewed and selected from 112 submissions. The papers cover a wide range of topics such as Biometrics, Speech recognition, Activity recognition and understanding, Online handwriting recognition, System forensics, Multi-factor authentication, Graphical and visual passwords.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 652

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Book Description