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Advances in 3D Image and Graphics Representation, Analysis, Computuing and Information Technology (Conference) ((2021 :)

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3D imaging, multidimensional signal processing and deep learning = 3D images, graphics and information technologies.. Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	3D imaging, multidimensional signal processing and deep learning/ edited by Lakhmi C. Jain ... [et al.].
其他題名:	3D images, graphics and information technologies.
其他作者:	Jain, Lakhmi C.
團體作者:	Advances in 3D Image and Graphics Representation, Analysis, Computuing and Information Technology (Conference)
出版者:	Singapore :Springer Nature Singapore : : 2022.,
面頁冊數:	xiii, 260 p. :ill., digital ;24 cm.
內容註:	Color Restoration of RGB-NIR Images in Low-light Environment Using CycleGAN -- A Novel Space Division Rough Set Model for Feature Selection -- Development of Mobile Food Recognition System Based on Deep Convolutional Network -- Image-Based Physics Rendering for 3D Surface Reconstruction: A Survey -- Network Intrusion Detection Based on Apriori-Kmeans Algorithm -- Global Analysis of Discrete S-I-R Models and S-I-S Systems -- Overview of SAR Image Change Detection Based on Segmentation -- Water Environmental Quality Assessment and Effect Prediction Based on Artificial Neural Network -- Full-Focus Imaging Detection of Ship Ultrasonic Phased Array Based on Directivity Function -- Longitudinal Structure Analysis and Segmentation Algorithm of Dongba Document -- Image Recognition Methods Based on Deep Learning -- Insulator Detection Study Based on Improved Faster-RCNN -- Comparative Analysis of Automatic Poetry Generation Systems Based on Different Recurrent Neural Networks -- Grid False Data Intrusion Detection Method Based on Edge Computing and Federated Learning -- Research on the Simulation of Informationized Psychological Sand Table Based on 3D Scene -- Innovative Design of Traditional Arts and Crafts Based on 3D Digital Technology -- Citrus Positioning Method Based On Camera And Lidar Data Fusion -- Research on Graphic Design of Digital Media Art based on Computer Aided Algorithm -- Ore Detection Method Based on YOLOv4.
Contained By:	Springer Nature eBook
標題:	Three-dimensional imaging - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-19-2448-4
ISBN:	9789811924484

3D imaging, multidimensional signal processing and deep learning = 3D images, graphics and information technologies.. Volume 1 /
3D imaging, multidimensional signal processing and deep learning3D images, graphics and information technologies.Volume 1 /[electronic resource] :edited by Lakhmi C. Jain ... [et al.]. - Singapore :Springer Nature Singapore :2022. - xiii, 260 p. :ill., digital ;24 cm. - Smart innovation, systems and technologies,v. 2972190-3026 ;. - Smart innovation, systems and technologies ;v. 297..

Color Restoration of RGB-NIR Images in Low-light Environment Using CycleGAN -- A Novel Space Division Rough Set Model for Feature Selection -- Development of Mobile Food Recognition System Based on Deep Convolutional Network -- Image-Based Physics Rendering for 3D Surface Reconstruction: A Survey -- Network Intrusion Detection Based on Apriori-Kmeans Algorithm -- Global Analysis of Discrete S-I-R Models and S-I-S Systems -- Overview of SAR Image Change Detection Based on Segmentation -- Water Environmental Quality Assessment and Effect Prediction Based on Artificial Neural Network -- Full-Focus Imaging Detection of Ship Ultrasonic Phased Array Based on Directivity Function -- Longitudinal Structure Analysis and Segmentation Algorithm of Dongba Document -- Image Recognition Methods Based on Deep Learning -- Insulator Detection Study Based on Improved Faster-RCNN -- Comparative Analysis of Automatic Poetry Generation Systems Based on Different Recurrent Neural Networks -- Grid False Data Intrusion Detection Method Based on Edge Computing and Federated Learning -- Research on the Simulation of Informationized Psychological Sand Table Based on 3D Scene -- Innovative Design of Traditional Arts and Crafts Based on 3D Digital Technology -- Citrus Positioning Method Based On Camera And Lidar Data Fusion -- Research on Graphic Design of Digital Media Art based on Computer Aided Algorithm -- Ore Detection Method Based on YOLOv4.

This book gathers selected papers presented at the conference "Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology," one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The two volumes of the book cover wide area of the aspects of the contemporary multidimensional imaging and outline the related future trends from data acquisition to real-world applications based on new techniques and theoretical approaches. This volume contains papers devoted to the theoretical representation and analysis of the 3D images. The related topics included are 3D image transformation, 3D tensor image representation, 3D content generation technologies, 3D graphic information processing, VR content generation technologies, multi-dimensional image processing, dynamic and auxiliary 3D displays, VR/AR/MR device, VR camera technologies, 3D imaging technologies and applications, 3D computer vision, 3D video communications, 3D medical images processing and analysis, 3D remote sensing images and systems, deep learning for image restoration and recognition, neural networks for MD image processing, etc.

ISBN: 9789811924484

Standard No.: 10.1007/978-981-19-2448-4doiSubjects--Topical Terms:

893391
Three-dimensional imaging
--Congresses.

LC Class. No.: TK7882.I6 / A38 2021

Dewey Class. No.: 006.693

3D imaging, multidimensional signal processing and deep learning = 3D images, graphics and information technologies.. Volume 1 /
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