東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linked to FindBook

Google Book

Amazon

博客來

Digital image processing, analysis and computer vision using nonlinear partial differential equations

Record Type:	Electronic resources : Monograph/item
Title/Author:	Digital image processing, analysis and computer vision using nonlinear partial differential equations/ by Tudor Barbu.
Author:	Barbu, Tudor.
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	viii, 157 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- Nonlinear PDE-based Digital Image Restoration Techniques -- Nonlinear PDE-based Models for Inpainting and Compression -- Nonlinear Diffusion-based Multi-scale Image Analysis Methods -- Variational and PDE-based Static and Video Image Segmentation Approaches -- Nonlinear PDE-based Video Object Detection and Tracking -- Conclusions.
Contained By:	Springer Nature eBook
Subject:	Differential equations, Partial. -
Online resource:	https://doi.org/10.1007/978-3-031-89576-0
ISBN:	9783031895760

Digital image processing, analysis and computer vision using nonlinear partial differential equations
Barbu, Tudor.

Digital image processing, analysis and computer vision using nonlinear partial differential equations[electronic resource] /by Tudor Barbu. - Cham :Springer Nature Switzerland :2025. - viii, 157 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v. 12111860-9503 ;. - Studies in computational intelligence ;v. 1211..

Introduction -- Nonlinear PDE-based Digital Image Restoration Techniques -- Nonlinear PDE-based Models for Inpainting and Compression -- Nonlinear Diffusion-based Multi-scale Image Analysis Methods -- Variational and PDE-based Static and Video Image Segmentation Approaches -- Nonlinear PDE-based Video Object Detection and Tracking -- Conclusions.

This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.

ISBN: 9783031895760

Standard No.: 10.1007/978-3-031-89576-0doiSubjects--Topical Terms:

518115
Differential equations, Partial.

LC Class. No.: QA377

Dewey Class. No.: 515.353

Digital image processing, analysis and computer vision using nonlinear partial differential equations
LDR:02320nmm a2200361 a 4500 001 2410157
003 DE-He213
005 20250510155216.0
006 m d
007 cr nn 008maaau
008 260204s2025 sz s 0 eng d
020 $a 9783031895760 $q (electronic bk.)
020 $a 9783031895753 $q (paper)
024 7 $a 10.1007/978-3-031-89576-0 $2 doi
035 $a 978-3-031-89576-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA377
072 7 $a TJF $2 bicssc
072 7 $a UYS $2 bicssc
072 7 $a TEC067000 $2 bisacsh
072 7 $a TJF $2 thema
072 7 $a UYS $2 thema
082 0 4 $a 515.353 $2 23
090 $a QA377 $b .B241 2025
100 1 $a Barbu, Tudor. $3 3378415
245 1 0 $a Digital image processing, analysis and computer vision using nonlinear partial differential equations $h [electronic resource] / $c by Tudor Barbu.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a viii, 157 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-9503 ; $v v. 1211
505 0 $a Introduction -- Nonlinear PDE-based Digital Image Restoration Techniques -- Nonlinear PDE-based Models for Inpainting and Compression -- Nonlinear Diffusion-based Multi-scale Image Analysis Methods -- Variational and PDE-based Static and Video Image Segmentation Approaches -- Nonlinear PDE-based Video Object Detection and Tracking -- Conclusions.
520 $a This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.
650 0 $a Differential equations, Partial. $3 518115
650 0 $a Differential equations, Nonlinear. $3 604084
650 0 $a Image processing $x Digital techniques. $3 532550
650 0 $a Computer vision $x Mathematics. $3 596840
650 1 4 $a Signal, Speech and Image Processing. $3 3592727
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Differential Equations. $3 907890
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 1211. $3 3783855
856 4 0 $u https://doi.org/10.1007/978-3-031-89576-0
950 $a Engineering (SpringerNature-11647)