國立高雄大學圖資館 |

Language: English

Back to Search results for [ author_sort:"santosh, k. c." ]

Recent trends in image processing and pattern recognition5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Recent trends in image processing and pattern recognitionedited by KC Santosh ... [et al.].
Reminder of title:	5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers /
remainder title:	RTIP2R 2022
other author:	Santosh, K. C.
corporate name:
Published:	Cham :Springer Nature Switzerland :2023.
Description:	xiv, 420 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Optical data processingCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-23599-3
ISBN:	9783031235993$q(electronic bk.)

Recent trends in image processing and pattern recognition5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers /
Recent trends in image processing and pattern recognition5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers /[electronic resource] :RTIP2R 2022edited by KC Santosh ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xiv, 420 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,17041865-0937 ;. - Communications in computer and information science ;229..

Healthcare: medical imaging and informatics -- Data Characterization for Reliable AI in Medicine -- Alzheimer's Disease Detection using Ensemble Learning and Artificial Neural Networks -- Semi-supervised Multi-domain Learning for Medical Image Classification -- Significant CC400 functional brain parcellations based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder detection -- 2D respiratory sound analysis to detect lung abnormalities -- Analyzing Chest X-Ray to Detect the Evidence of Lung Abnormality due to Infectious Disease -- Chest X-ray Image Super-resolution via Deep Contrast Consistent Feature Network -- A Novel Approach to Enhance Effectiveness of Image Segmentation Techniques on Extremely Noisy Medical Images -- Federated Learning for Lung Sound Analysis -- Performance Analysis of CNN and Quantized CNN Model for Rheumatoid Arthritis Identification using Thermal Image -- Image Processing and Pattern Recognition of Micropores of Polysulfone Membrane for the Bio-separation of Viruses from Whole Blood -- An Extreme Learning Machine-basedAutoEncoder (ELM-AE)for denoising knee X-ray images and grading knee osteoarthritis severity -- Computer Vision and Pattern Recognition -- Motor Imagery Classification CombiningRiemannian Geometry and Artificial Neural Networks -- Autism Spectrum Disorder Detection using Transfer Learning with VGG 19, Inception V3 and DenseNet 201 -- Shrimp Shape Analysis by a Chord LengthFunction Based Methodology -- Supervised Neural Networks for Fruit Identification -- Targeted Clean-Label Poisoning Attacks On Federated Learning -- Building Marathi SentiWordNet -- A computational study on calibrated VGG19 formultimodal learning and representation insurveillance -- Automated Deep Learning based approach for Albinism Detection -- A Deep learning-based regression scheme for angle estimation in image dataset -- The classification of Native and Invasive Speciesin North America: A Transfer Learning and Random Forest Pipeline -- Internet of Things and Security -- Towards a Digital Twin Integrated DLT and IoT-based Automated Healthcare Ecosystem -- Enabling Edge Devices using Federated Learning and Big Data for Proactive Decisions -- IoT and Blockchain oriented gender determination of Bangladeshi populations -- Federated Learning based secured computational offloading in cyber-physical IoST systems -- A Hybrid Campus Security System Combined ofFace, Number-plate, and Voice Recognition -- Signal Processing and Machine -- Single-trial detection of event-related potentials with artificial examples based on coloring transformation -- Identifying the relationship between hypothesis and premise -- Data Poisoning Attack by Label Flipping onSplitFed Learning -- A Deep Learning-powered voice-enabled mathtutor for kids.

This book constitutes the refereed proceedings of the 5th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration with the Applied AI Research Laboratory of the University of South Dakota, during December 01-02, 2022. The 31 full papers included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: healthcare: medical imaging and informatics; computer vision and pattern recognition; internet of things and security; and signal processing and machine learning.

ISBN: 9783031235993$q(electronic bk.)

Standard No.: 10.1007/978-3-031-23599-3doiSubjects--Topical Terms:

384558
Optical data processing
--Congresses.

LC Class. No.: TA1630

Dewey Class. No.: 621.367

Recent trends in image processing and pattern recognition5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers /
LDR:04635nmm a2200349 a 4500 001 639711
003 DE-He213
005 20230110084319.0
006 m d
007 cr nn 008maaau
008 231025s2023 sz s 0 eng d
020 $a 9783031235993$q(electronic bk.)
020 $a 9783031235986$q(paper)
024 7 $a 10.1007/978-3-031-23599-3 $2 doi
035 $a 978-3-031-23599-3
040 $a GP $c GP
041 0 $a eng
050 4 $a TA1630
072 7 $a UYT $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYT $2 thema
082 0 4 $a 621.367 $2 23
090 $a TA1630 $b .I61 2022
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Recent trends in image processing and pattern recognition $h [electronic resource] : $b 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 01-02, 2022 : revised selected papers / $c edited by KC Santosh ... [et al.].
246 3 $a RTIP2R 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xiv, 420 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 1704
505 0 $a Healthcare: medical imaging and informatics -- Data Characterization for Reliable AI in Medicine -- Alzheimer's Disease Detection using Ensemble Learning and Artificial Neural Networks -- Semi-supervised Multi-domain Learning for Medical Image Classification -- Significant CC400 functional brain parcellations based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder detection -- 2D respiratory sound analysis to detect lung abnormalities -- Analyzing Chest X-Ray to Detect the Evidence of Lung Abnormality due to Infectious Disease -- Chest X-ray Image Super-resolution via Deep Contrast Consistent Feature Network -- A Novel Approach to Enhance Effectiveness of Image Segmentation Techniques on Extremely Noisy Medical Images -- Federated Learning for Lung Sound Analysis -- Performance Analysis of CNN and Quantized CNN Model for Rheumatoid Arthritis Identification using Thermal Image -- Image Processing and Pattern Recognition of Micropores of Polysulfone Membrane for the Bio-separation of Viruses from Whole Blood -- An Extreme Learning Machine-basedAutoEncoder (ELM-AE)for denoising knee X-ray images and grading knee osteoarthritis severity -- Computer Vision and Pattern Recognition -- Motor Imagery Classification CombiningRiemannian Geometry and Artificial Neural Networks -- Autism Spectrum Disorder Detection using Transfer Learning with VGG 19, Inception V3 and DenseNet 201 -- Shrimp Shape Analysis by a Chord LengthFunction Based Methodology -- Supervised Neural Networks for Fruit Identification -- Targeted Clean-Label Poisoning Attacks On Federated Learning -- Building Marathi SentiWordNet -- A computational study on calibrated VGG19 formultimodal learning and representation insurveillance -- Automated Deep Learning based approach for Albinism Detection -- A Deep learning-based regression scheme for angle estimation in image dataset -- The classification of Native and Invasive Speciesin North America: A Transfer Learning and Random Forest Pipeline -- Internet of Things and Security -- Towards a Digital Twin Integrated DLT and IoT-based Automated Healthcare Ecosystem -- Enabling Edge Devices using Federated Learning and Big Data for Proactive Decisions -- IoT and Blockchain oriented gender determination of Bangladeshi populations -- Federated Learning based secured computational offloading in cyber-physical IoST systems -- A Hybrid Campus Security System Combined ofFace, Number-plate, and Voice Recognition -- Signal Processing and Machine -- Single-trial detection of event-related potentials with artificial examples based on coloring transformation -- Identifying the relationship between hypothesis and premise -- Data Poisoning Attack by Label Flipping onSplitFed Learning -- A Deep Learning-powered voice-enabled mathtutor for kids.
520 $a This book constitutes the refereed proceedings of the 5th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration with the Applied AI Research Laboratory of the University of South Dakota, during December 01-02, 2022. The 31 full papers included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: healthcare: medical imaging and informatics; computer vision and pattern recognition; internet of things and security; and signal processing and machine learning.
650 0 $a Optical data processing $v Congresses. $3 384558
650 0 $a Image processing $v Congresses. $3 384485
650 0 $a Optical pattern recognition $3 253633
650 1 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 913134
650 2 4 $a Data and Information Security. $3 913130
700 1 $a Santosh, K. C. $3 823034
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-031-23599-3
950 $a Computer Science (SpringerNature-11645)