Advances in Computer Graphics: 39th Computer Graphics International Conference, CGI 2022, Virtual Event, September 12-16, 2022, Proceedings

by Nadia Magnenat-Thalmann (Editor), Jian Zhang (Editor), Jinman Kim (Editor), George Papagiannakis (Editor), Bin Sheng (Editor)

Overview

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.

Product Details

ISBN-13:	9783031234729
Publisher:	Springer Nature Switzerland
Publication date:	12/27/2022
Series:	Lecture Notes in Computer Science , #13443
Edition description:	1st ed. 2022
Pages:	597
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of 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.