國立虎尾科技大學 |

Computer Vision Systems = 13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Computer Vision Systems/ edited by Markus Vincze, Timothy Patten, Henrik I Christensen, Lazaros Nalpantidis, Ming Liu.
Reminder of title:	13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings /
other author:	Vincze, Markus.
Description:	XI, 259 p. 92 illus., 84 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computer vision. -
Online resource:	https://doi.org/10.1007/978-3-030-87156-7
ISBN:	9783030871567

Computer Vision Systems = 13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings /
Computer Vision Systems13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings /[electronic resource] :edited by Markus Vincze, Timothy Patten, Henrik I Christensen, Lazaros Nalpantidis, Ming Liu. - 1st ed. 2021. - XI, 259 p. 92 illus., 84 illus. in color.online resource. - Theoretical Computer Science and General Issues,128992512-2029 ;. - Theoretical Computer Science and General Issues,12865.

Attention Systems -- Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields -- MARL: Multimodal Attentional Representation Learning for Disease Prediction -- Object Localization with Attribute Preference based on Top-Down Attention -- See the silence: improving visual-only voice activity detection by optical flow and RGB fusion -- Classification and Detection -- Score to Learn: a Comparative Analysis of Scoring Functions for Active Learning in Robotics -- Enhancing the performance of image classification through features automatically learned from depth-maps -- Object Detection on TPU Accelerated Embedded Devices -- Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification -- Semantic Interpretation -- Measuring the Sim2Real gap in 3D Object classification for different 3D data representation -- Spatially-Constrained Semantic Segmentation with Topological Μaps and Visual Εmbeddings -- Knowledge-enabled generation of semantically annotated image sequences of manipulation activities from VR demonstrations -- Make It Easier: An Empirical Simplification of a Deep 3D Segmentation Network for Human Body Parts -- Video and Motion Analysis -- Video Popularity Prediction through Fusing Early Viewership with Video Content -- Action Prediction during Human-Object Interaction based on DTW and Early Fusion of Human and Object Representations -- GridTrack: Detection and Tracking of Multiple Objects in Dynamic Occupancy Grids -- An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset -- Computer Vision Systems in Agriculture -- Robust Counting of Soft Fruit through Occlusions with Re-identification -- Non-destructive Soft Fruit Mass and Volume Estimation for Phenotyping in Horticulture -- Learning Image-based Contaminant Detection in Wool Fleece from Noisy Annotations -- Active Learning for Crop-Weed Discrimination by Image Classification from Convolutional Neural Network’s Feature Pyramid Levels.

This book constitutes the refereed proceedings of the 13th International Conference on Computer Vision Systems, ICVS 2021, held in September 2021. Due to COVID-19 pandemic the conference was held virtually. The 20 papers presented were carefully reviewed and selected from 29 submissions. cover a broad spectrum of issues falling under the wider scope of computer vision in real-world applications, including among others, vision systems for robotics, autonomous vehicles, agriculture and medicine. In this volume, the papers are organized into the sections: attention systems; classification and detection; semantic interpretation; video and motion analysis; computer vision systems in agriculture.

ISBN: 9783030871567

Standard No.: 10.1007/978-3-030-87156-7doiSubjects--Topical Terms:

561800
Computer vision.

LC Class. No.: TA1634

Dewey Class. No.: 006.37

Computer Vision Systems = 13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings /
LDR:04269nam a22004095i 4500 001 1059112
003 DE-He213
005 20220223194427.0
007 cr nn 008mamaa
008 220414s2021 sz | s |||| 0|eng d
020 $a 9783030871567 $9 978-3-030-87156-7
024 7 $a 10.1007/978-3-030-87156-7 $2 doi
035 $a 978-3-030-87156-7
050 4 $a TA1634
072 7 $a UYQV $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a UYQV $2 thema
082 0 4 $a 006.37 $2 23
245 1 0 $a Computer Vision Systems $h [electronic resource] : $b 13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings / $c edited by Markus Vincze, Timothy Patten, Henrik I Christensen, Lazaros Nalpantidis, Ming Liu.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XI, 259 p. 92 illus., 84 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Theoretical Computer Science and General Issues, $x 2512-2029 ; $v 12899
505 0 $a Attention Systems -- Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields -- MARL: Multimodal Attentional Representation Learning for Disease Prediction -- Object Localization with Attribute Preference based on Top-Down Attention -- See the silence: improving visual-only voice activity detection by optical flow and RGB fusion -- Classification and Detection -- Score to Learn: a Comparative Analysis of Scoring Functions for Active Learning in Robotics -- Enhancing the performance of image classification through features automatically learned from depth-maps -- Object Detection on TPU Accelerated Embedded Devices -- Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification -- Semantic Interpretation -- Measuring the Sim2Real gap in 3D Object classification for different 3D data representation -- Spatially-Constrained Semantic Segmentation with Topological Μaps and Visual Εmbeddings -- Knowledge-enabled generation of semantically annotated image sequences of manipulation activities from VR demonstrations -- Make It Easier: An Empirical Simplification of a Deep 3D Segmentation Network for Human Body Parts -- Video and Motion Analysis -- Video Popularity Prediction through Fusing Early Viewership with Video Content -- Action Prediction during Human-Object Interaction based on DTW and Early Fusion of Human and Object Representations -- GridTrack: Detection and Tracking of Multiple Objects in Dynamic Occupancy Grids -- An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset -- Computer Vision Systems in Agriculture -- Robust Counting of Soft Fruit through Occlusions with Re-identification -- Non-destructive Soft Fruit Mass and Volume Estimation for Phenotyping in Horticulture -- Learning Image-based Contaminant Detection in Wool Fleece from Noisy Annotations -- Active Learning for Crop-Weed Discrimination by Image Classification from Convolutional Neural Network’s Feature Pyramid Levels.
520 $a This book constitutes the refereed proceedings of the 13th International Conference on Computer Vision Systems, ICVS 2021, held in September 2021. Due to COVID-19 pandemic the conference was held virtually. The 20 papers presented were carefully reviewed and selected from 29 submissions. cover a broad spectrum of issues falling under the wider scope of computer vision in real-world applications, including among others, vision systems for robotics, autonomous vehicles, agriculture and medicine. In this volume, the papers are organized into the sections: attention systems; classification and detection; semantic interpretation; video and motion analysis; computer vision systems in agriculture.
650 0 $a Computer vision. $3 561800
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computer engineering. $3 569006
650 0 $a Computer networks . $3 1365720
650 0 $a Pattern recognition systems. $3 557384
650 1 4 $a Computer Vision. $3 1127422
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 2 4 $a Automated Pattern Recognition. $3 1365734
700 1 $a Vincze, Markus. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 898732
700 1 $a Patten, Timothy. $e editor. $1 https://orcid.org/0000-0003-1139-9451 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1352972
700 1 $a Christensen, Henrik I. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1246822
700 1 $a Nalpantidis, Lazaros. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1253522
700 1 $a Liu, Ming. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1171796
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030871550
776 0 8 $i Printed edition: $z 9783030871574
830 0 $a Theoretical Computer Science and General Issues, $x 2512-2029 ; $v 12865 $3 1365719
856 4 0 $u https://doi.org/10.1007/978-3-030-87156-7
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)