Advances in Computer Graphics : 39th Computer Graphics International Conference, CGI 2022, Virtual Event, September 12–16, 2022, Proceedings / edited by Nadia Magnenat-Thalmann, Jian Zhang, Jinman Kim, George Papagiannakis, Bin Sheng, Daniel Thalmann, Marina Gavrilova.

Format:

Book

Contributor:

Magnenat-Thalmann, Nadia, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13443

Language:

English

Subjects (All):

Application software.

Computer and Information Systems Applications.

Local Subjects:

Computer and Information Systems Applications.

Physical Description:

1 online resource (590 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

This book constitutes the refereed proceedings of the 39th Computer Graphics International Conference on Advances in Computer Graphics, CGI 2022, held Virtually, during September 12–16, 2022. The 45 full papers included in this book were carefully reviewed and selected from 139 submissions. They were organized in topical sections as follows: image analysis & processing; graphs & networks; estimation & feature matching; 3d reconstruction; rendering & animation; detection & recognition; colors, paintings & layout; synthesis & generation; ar & user interfaces; medical imaging; segmentation; object detection; image attention & perception; and modeling & simulation.

Contents:

IMAGE ANALYSIS & PROCESSING

Multi-granularity feature attention Fusion network for Image-Text Sentiment Analysis

Toward efficient image denoising: A lightweight network with retargeting supervision driven knowledge distillation

A pig pose estimation model for measuring pig’s body size

Topology-aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification

Face Super-Resolution with Better Semantics and More Efficient Guidance

GRAPHS & NETWORKS

Layout and Display of Network Graphs on a Sphere

Joint Matrix Factorization and Structure Preserving for Domain Adaptation

Graph Adversarial Network with Bottleneck Adapter Tuning for Sign Language Production

ESTIMATION & FEATURE MATCHING

Facial Landmarks based Region-Level Data Augmentation for Gaze Estimation

An Efficient Dense Depth Map Estimation Algorithm Using Direct Stereo Matching For Ultra-wide-angle Images

Ad-RMS: Adaptive Regional Motion Statistics for Feature Matching Filtering

3D RECONSTRUCTION

Mobile Augmented Realty Based Visual Indoor Navigation

Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo

Reconstructing the Surface Mesh Representation for Single Neuron

WEmap: Weakness-enhancement mapping for 3D reconstruction with sparse image sequences

RENDERING & ANIMATION

Comparing Traditional Rendering Techniques to Deep Learning based Super-Resolution in Fire and Smoke Animations

Real-Time Light Field Path Tracing

Crowd Simulation with Detailed Body Motion and Interaction

Towards Rendering the Style of 20th Century Cartoon Line Art in 3D Real-time

DETECTION & RECOGNITION

Face detection algorithm in classroom scene based on deep learning

GRVT: Toward Effective Grocery Recognition via Vision Transformer

A Transformer-based Cloth-irrelevant Patches Feature Extracting Method for Long-Term Cloth-Changing Person Re-identification

Learning Unified Binary Feature Codes For Cross-illumination Palmprint Recognition

COLORS, PAINTINGS & LAYOUT

SemiPainter: Learning to draw semi-realistic paintings from the manga line drawings and flat shadow

Hierarchical Bayesian Network Modeling and Layout of Huizhou Traditional Villages in Geographic Environment

AE-GAN: Attention Embedded GAN For Irregular and Large-area Mask Face Image Inpainting

SYNTHESIS & GENERATION

Procedural Generation of Landscapes with Water Bodies Using Artificial Drainage Basins

High-fidelity Dynamic Human Synthesis via UV-guided NeRF with Sparse Views

Rec2Real: Semantics-Guided Photo-Realistic Image Synthesis Using Rough Urban Reconstruction Models

3D Digital City Structure Model Based on Image Modeling Technology

AR & USER INTERFACES

Augmented Reality-Based Home Interaction Layout and Evaluation

LiteAR: A Framework to Estimate Lighting for Mixed Reality Sessions for Enhanced Realism

Personalized User Interface Elements Recommendation System

MEDICAL IMAGING

A feature point extraction method for capsule endoscope localization

Automated Diagnosis Of Retinal Neovascularization Pathologies From Color Retinal Fundus Images

SEGMENTATION

DDCNet: A lightweight network with variable receptive field for real-time portrait segmentation in complex environment

A chromosome segmentation method based on corner detection and watershed algorithm

Voxel-based 3D shape segmentation using deep volumetric convolutional neural networks

OBJECT DETECTION

Few-shot detection based on an enhanced prototype for outdoor small forbidden objects

Research on real-time forestry pest detection based on improved YOLOv5

Power Line Detection Based on Feature Fusion Deep Learning Network

IMAGE ATTENTION & PERCEPTION

Wider and Higher: Intensive Integration and Global Foreground Perception for Image Matting

Authenticity Identification of Qi Baishi’s Shrimp Painting with Dynamic Token Enhanced Visual Transformer

MODELING & SIMULATION

An Optimized Material Point Method for Soil-Water Coupled Simulation

SlimFliud-Net: Fast Fluid Simulation Using Admm Pruning. .

Notes:

Includes index.

Other Format:

Print version: Magnenat-Thalmann, Nadia Advances in Computer Graphics

ISBN:

9783031234736

3031234731

OCLC:

1357016182