東華大學圖書館 |

Computer vision - ACCV 2022 Workshops = 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computer vision - ACCV 2022 Workshops/ edited by Yinqiang Zheng, Hacer Yalim Keleş, Piotr Koniusz.
Reminder of title:	16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers /
remainder title:	ACCV 2022 workshops
other author:	Zheng, Yinqiang.
corporate name:	Asian Conference on Computer Vision
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xiii, 378 p. :ill. (chiefly col.), digital ;24 cm.
[NT 15003449]:	Learning with Limited Data for Face Analysis -- FAPN: Face Alignment Propagation Network for Face Video Super-Resolution -- Micro-expression recognition using a shallow ConvLSTM-based network -- Adversarial Machine Learning towards Advanced Vision Systems -- ADVFilter: Adversarial Example Generated by Perturbing Optical Path -- Enhancing Federated Learning Robustness Through clustering Non-IID Features -- Towards Improving the Anti-attack Capability of the RangeNet++ -- Computer Vision for Medical Computing -- Ensemble Model of Visual Transformer and CNN Helps BA Diagnosis for Doctors in Underdeveloped Areas -- Understanding Tumor Micro Environment using Graph theory -- Handling Domain Shift for Lesion Detection via Semi-Supervised Domain Adaptation -- Photorealistic Facial Wrinkles Removal -- Improving Segmentation of Breast Arterial Calcifications from Digital Mammography: Good Annotation Is All You Need -- Machine Learning and Computing for Visual Semantic Analysis -- Towards Scene Understanding for Autonomous Operations on Airport Aprons -- Lightweight Hyperspectral Image Reconstruction Network with Deep Feature Hallucination -- A Transformer-based Model for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Muti-p -- CaltechFN: Distorted and Partially Occluded Digits -- Temporal Extension Topology Learning for Video-based Person Re-Identification -- Deep RGB-driven Learning Network for Unsupervised Hyperspectral Image Super-resolution -- Gift from nature: Potential Energy Minimization for explainable dataset distillation -- Object Centric Point Sets Feature Learning with Matrix Decomposition -- Aerial Image Segmentation via Noise Dispelling and Content Distilling -- Vision Transformers Theory and Applications -- Temporal Cross-attention for Action Recognition -- Transformer Based Motion In-Betweening -- Convolutional point Transformer -- Cross-Attention Transformer for Video Interpolation -- Deep Learning-Based Small Object Detection from Images and Videos -- Evaluating and Bench-marking Object Detection Models for Traffic Sign and Traffic Light Datasets -- Exploring Spatial-temporal Instance Relationships In an Intermediate Domain For Image-to-video Object Detection.
Contained By:	Springer Nature eBook
Subject:	Computer vision - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-27066-6
ISBN:	9783031270666

Computer vision - ACCV 2022 Workshops = 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers /
Computer vision - ACCV 2022 Workshops16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers /[electronic resource] :ACCV 2022 workshopsedited by Yinqiang Zheng, Hacer Yalim Keleş, Piotr Koniusz. - Cham :Springer Nature Switzerland :2023. - xiii, 378 p. :ill. (chiefly col.), digital ;24 cm. - Lecture notes in computer science,138481611-3349 ;. - Lecture notes in computer science ;13848..

Learning with Limited Data for Face Analysis -- FAPN: Face Alignment Propagation Network for Face Video Super-Resolution -- Micro-expression recognition using a shallow ConvLSTM-based network -- Adversarial Machine Learning towards Advanced Vision Systems -- ADVFilter: Adversarial Example Generated by Perturbing Optical Path -- Enhancing Federated Learning Robustness Through clustering Non-IID Features -- Towards Improving the Anti-attack Capability of the RangeNet++ -- Computer Vision for Medical Computing -- Ensemble Model of Visual Transformer and CNN Helps BA Diagnosis for Doctors in Underdeveloped Areas -- Understanding Tumor Micro Environment using Graph theory -- Handling Domain Shift for Lesion Detection via Semi-Supervised Domain Adaptation -- Photorealistic Facial Wrinkles Removal -- Improving Segmentation of Breast Arterial Calcifications from Digital Mammography: Good Annotation Is All You Need -- Machine Learning and Computing for Visual Semantic Analysis -- Towards Scene Understanding for Autonomous Operations on Airport Aprons -- Lightweight Hyperspectral Image Reconstruction Network with Deep Feature Hallucination -- A Transformer-based Model for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Muti-p -- CaltechFN: Distorted and Partially Occluded Digits -- Temporal Extension Topology Learning for Video-based Person Re-Identification -- Deep RGB-driven Learning Network for Unsupervised Hyperspectral Image Super-resolution -- Gift from nature: Potential Energy Minimization for explainable dataset distillation -- Object Centric Point Sets Feature Learning with Matrix Decomposition -- Aerial Image Segmentation via Noise Dispelling and Content Distilling -- Vision Transformers Theory and Applications -- Temporal Cross-attention for Action Recognition -- Transformer Based Motion In-Betweening -- Convolutional point Transformer -- Cross-Attention Transformer for Video Interpolation -- Deep Learning-Based Small Object Detection from Images and Videos -- Evaluating and Bench-marking Object Detection Models for Traffic Sign and Traffic Light Datasets -- Exploring Spatial-temporal Instance Relationships In an Intermediate Domain For Image-to-video Object Detection.

This book constitutes the refereed post-conference proceedings of the workshops held at the 16th Asian Conference on Computer Vision, ACCV 2022, which took place in Macao, China, in December 2022. The 25 papers included in this book were carefully reviewed and selected from 40 submissions. They have been organized in topical sections as follows: Learning with limited data for face analysis; adversarial machine learning towards advanced vision systems; computer vision for medical computing; machine learning and computing for visual semantic analysis; vision transformers theory and applications; and deep learning-based small object detection from images and videos.

ISBN: 9783031270666

Standard No.: 10.1007/978-3-031-27066-6doiSubjects--Topical Terms:

570734
Computer vision
--Congresses.

LC Class. No.: TA1634

Dewey Class. No.: 006.37

Computer vision - ACCV 2022 Workshops = 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers /
LDR:04120nmm a2200349 a 4500 001 2317053
003 DE-He213
005 20230308064637.0
006 m d
007 cr nn 008maaau
008 230902s2023 sz s 0 eng d
020 $a 9783031270666 $q (electronic bk.)
020 $a 9783031270659 $q (paper)
024 7 $a 10.1007/978-3-031-27066-6 $2 doi
035 $a 978-3-031-27066-6
040 $a GP $c GP
041 0 $a eng
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
090 $a TA1634 $b .A832 2022
111 2 $a Asian Conference on Computer Vision $n (16th : $d 2022 : $c Macau, China) $3 3628282
245 1 0 $a Computer vision - ACCV 2022 Workshops $h [electronic resource] : $b 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022 : revised selected papers / $c edited by Yinqiang Zheng, Hacer Yalim Keleş, Piotr Koniusz.
246 3 $a ACCV 2022 workshops
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xiii, 378 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13848
505 0 $a Learning with Limited Data for Face Analysis -- FAPN: Face Alignment Propagation Network for Face Video Super-Resolution -- Micro-expression recognition using a shallow ConvLSTM-based network -- Adversarial Machine Learning towards Advanced Vision Systems -- ADVFilter: Adversarial Example Generated by Perturbing Optical Path -- Enhancing Federated Learning Robustness Through clustering Non-IID Features -- Towards Improving the Anti-attack Capability of the RangeNet++ -- Computer Vision for Medical Computing -- Ensemble Model of Visual Transformer and CNN Helps BA Diagnosis for Doctors in Underdeveloped Areas -- Understanding Tumor Micro Environment using Graph theory -- Handling Domain Shift for Lesion Detection via Semi-Supervised Domain Adaptation -- Photorealistic Facial Wrinkles Removal -- Improving Segmentation of Breast Arterial Calcifications from Digital Mammography: Good Annotation Is All You Need -- Machine Learning and Computing for Visual Semantic Analysis -- Towards Scene Understanding for Autonomous Operations on Airport Aprons -- Lightweight Hyperspectral Image Reconstruction Network with Deep Feature Hallucination -- A Transformer-based Model for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Muti-p -- CaltechFN: Distorted and Partially Occluded Digits -- Temporal Extension Topology Learning for Video-based Person Re-Identification -- Deep RGB-driven Learning Network for Unsupervised Hyperspectral Image Super-resolution -- Gift from nature: Potential Energy Minimization for explainable dataset distillation -- Object Centric Point Sets Feature Learning with Matrix Decomposition -- Aerial Image Segmentation via Noise Dispelling and Content Distilling -- Vision Transformers Theory and Applications -- Temporal Cross-attention for Action Recognition -- Transformer Based Motion In-Betweening -- Convolutional point Transformer -- Cross-Attention Transformer for Video Interpolation -- Deep Learning-Based Small Object Detection from Images and Videos -- Evaluating and Bench-marking Object Detection Models for Traffic Sign and Traffic Light Datasets -- Exploring Spatial-temporal Instance Relationships In an Intermediate Domain For Image-to-video Object Detection.
520 $a This book constitutes the refereed post-conference proceedings of the workshops held at the 16th Asian Conference on Computer Vision, ACCV 2022, which took place in Macao, China, in December 2022. The 25 papers included in this book were carefully reviewed and selected from 40 submissions. They have been organized in topical sections as follows: Learning with limited data for face analysis; adversarial machine learning towards advanced vision systems; computer vision for medical computing; machine learning and computing for visual semantic analysis; vision transformers theory and applications; and deep learning-based small object detection from images and videos.
650 0 $a Computer vision $x Congresses. $3 570734
650 1 4 $a Computer Vision. $3 3538524
650 2 4 $a Special Purpose and Application-Based Systems. $3 892492
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
650 2 4 $a Machine Learning. $3 3382522
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 3538516
700 1 $a Zheng, Yinqiang. $3 3630787
700 1 $a Keleş, Hacer Yalim. $3 3630788
700 1 $a Koniusz, Piotr. $3 3630789
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 13848. $3 3630790
856 4 0 $u https://doi.org/10.1007/978-3-031-27066-6
950 $a Computer Science (SpringerNature-11645)