Pattern Recognition : 6th Asian Conference, ACPR 2021, Jeju Island, South Korea, November 9-12, 2021, Revised Selected Papers, Part II / edited by Christian Wallraven, Qingshan Liu, Hajime Nagahara.

Format:

Book

Contributor:

Wallraven, Christian, Editor.

Liu, Qingshan, Editor.

Nagahara, Hajime, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science 1611-3349 ; 13189

Lecture Notes in Computer Science, 1611-3349 ; 13189

Language:

English

Subjects (All):

Pattern recognition systems.

Education-Data processing.

Computer engineering.

Computer networks.

Computer vision.

Artificial intelligence.

Automated Pattern Recognition.

Computers and Education.

Computer Engineering and Networks.

Computer Vision.

Artificial Intelligence.

Local Subjects:

Automated Pattern Recognition.

Computers and Education.

Computer Engineering and Networks.

Computer Vision.

Artificial Intelligence.

Physical Description:

1 online resource (XX, 593 pages) : 210 illustrations, 195 illustrations in color.

Edition:

1st ed. 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

This two-volume set LNCS 13188 - 13189 constitutes the refereed proceedings of the 6th Asian Conference on Pattern Recognition, ACPR 2021, held in Jeju Island, South Korea, in November 2021. The 85 full papers presented were carefully reviewed and selected from 154 submissions. The papers are organized in topics on: classification, action and video and motion, object detection and anomaly, segmentation, grouping and shape, face and body and biometrics, adversarial learning and networks, computational photography, learning theory and optimization, applications, medical and robotics, computer vision and robot vision.

Contents:

One-Shot Image Learning Using Test-Time Augmentation

Offline Handwritten Mathematical Expression Recognition via Graph Reasoning Network

Circulant Tensor Graph Convolutional Network for Text Classification

NASformer: Neural Architecture Search for Vision Transformer

Interference Distillation for Underwater Fish Recognition

Action and Video and Motion

Contact-Less Heart Rate Detection in Low Light Videos

Spatio-temporal Weight of Active Region for Human Activity Recognition

Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation

SARNN: A Spatiotemporal Prediction Model for Reducing Error Transmissions

3OFRR-SLAM: Visual SLAM with 3D-assisting Optical Flow and Refined-RANSAC

Motor Imagery Classification based on local log Riemannian distance matrices selected by confusion area score

Distance-GCN for Action Recognition

Causal Intervention Learning for Multi-Person Pose Estimation

Object Detection and Anomaly

Weakly Supervised Salient Object Detection with Box Annotation

Foreground-Background Collaboration Network for Salient Object Detection

Attention Guided Multi-level Feedback Network for Camouflage Object Detection

Confidence-aware Anomaly Detection in Human Actions

Segmentation, Grouping and Shape

1D Self-Attention Network for Point Cloud Semantic Segmentation using Omnidirectional LiDAR

COMatchNet: Co-Attention Matching Network for Video Object Segmentation

Unsupervised Domain Adaptive Point Cloud Semantic Segmentation

Towards the Target: Self-Regularized Progressive Learning for Unsupervised Domain Adaptation on Semantic Segmentation

TFNet: Transformer Fusion Network for Ultrasonic Image Segmentation

Spatial Pyramid-based Wavelet Embedding Deep Convolutional Neural Network for Semantic Segmentation

CFFNet: Cross-scale Feature Fusion Network for Real-time Semantic Segmentatio

Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception

ARTSeg: Employing Attention for Thermal images Semantic Segmentation

Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections

Joint Semantic Segmentation and Edge Detection for Waterline Extraction

Face and Body and Biometrics

Comparing Facial Expression Recognition in Humans and Machines: Using CAM, GradCAM, and Extremal Perturbation

Pose Sequence Generation with a GCN and an Initial Pose Generator

Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing

Face Anti-Spoofing via Robust Auxiliary Estimation and Discriminative Feature Learning

PalmNet: A Robust Palmprint Minutiae Extraction Network

Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images

SaME: Sharpness-Aware Matching Ensemble for Robust Palmprint Recognition

Weakly Supervised Interaction Discovery Network for Image Sentiment Analysis

Joint Multi-feature Learning for Facial Age Estimation

Is CNN Really Looking at Your Face?

NFW: Towards National and Individual Fairness in Face Recognition

Adversarial Learning and Networks

Unsupervised Fabric Defect Detection Based on DCGAN with Component-encoder

Proactive Student Persistence Prediction in MOOCs via Multi-Domain Adversarial Learning

Computational Photography

Deep Rejoining Model for Oracle Bone Fragment Images

Spatial Spectral Joint Correction Network for Hyperspectral and Multispectral Image Fusion

Learning Theory and Optimization

Softplus Function: Extensions of Activation Function and Loss Function by using q-Space

Super-class Mixup for Adjusting Training Data

Drop "Noise" Edge: An Approximation of the Bayesian GNNs

Fast Proximal Policy Optimization.

Other Format:

Printed edition:

ISBN:

978-3-031-02444-3

9783031024443

Access Restriction:

Restricted for use by site license.