Advances in Computer Graphics : 41st Computer Graphics International Conference, CGI 2024, Geneva, Switzerland, July 1-5, 2024, Proceedings, Part III (Lecture Notes in Computer Science)

Magnenat-Thalmann, Nadia (EDT)/ Kim, Jinman (EDT)/ Sheng, Bin (EDT)

Springer International Publishing AG（2025/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 394 p.
• 言語 ENG
• 商品コード 9783031820236
• DDC分類 006.6

Full Description

The three-volume set LNCS 15338, 15339 and 15340 constitutes the refereed proceedings from the 41st Computer Graphics International Conference, CGI 2024, held during July 1-5, 2024, in Geneva, Switzerland.

The 84 full papers presented in these proceedings were carefully reviewed and selected from 211 submissions. The papers are organized in the following topical sections:

Part I: Colors, painting and layout; detection and recognition; image analysis and processing; image restoration and enhancement; and visual analytics and modeling.

Part II: Graphics and VR/AR; reconstruction; rendering and animation; and theoretical analysis.

Part III: Image analysis and visualization; image attention and perception; medical imaging and robotics; synthesis and generation; and empowering novel geometric algebra for graphics & engineering workshop.

Contents

Image Analysis and Visualization.- Finding and Grasping: The Last-Mile of Object Goal Navigation.- SSCCPC-Net: Simultaneously Learning 2D and 3D Features with CLIP for Semantic Scene Completion on Point Cloud.- Reinforcement Learning Based Improved Seam Carving Using Special Point and Alpha Value for Optimal Content Preservation.-Shape Descriptor Guided Learning for Category-level Object Pose Estimation.- Network Topology Recognition from Images via Window Detection.- Image Attention and Perception.- Smart Clothing System for Arrhythmia Detection based on Digital Twin Technology.- ALFC-Point: Adaptive Laplacian Feature Convolution Network for 3D Point Cloud Understanding.- An Improved YOLOv8-Based Rice Pest and Disease Detection.- Pedestrian Detection in Foggy Weather Through YOLOv8 based on FEAttention.- The Establishment of a Hypoxia Cellular Morphology Model Based on Deep Convolutional Neural Networks and Intelligent Screening of Anti-Hypoxia Drugs.- Medical Imaging and Robotics.- End-to-End Transformer Architecture with Novel Ensemble Learning Method Integrating CT Scans and Clinical Narratives for Brain Stroke Diagnosis.- TransSG: A Spatial-Temporal Transformer for Surgical Gesture Recognition.- Semi-Mamba: Improving Medical Image Segmentation via Semi-Automatic Mamba Network.- A Real-time Semantic Segmentation Network for Robotic Arm Grasp.- MFENet: Multi-Scale and Local Frequency Enhancement Network for Skin Lesion Classification.- Mixed Reality Hologram Slicer (mxdR-HS): A Markerless Tangible User Interface for Interactive Holographic Medical Volume Visualization.- Edge Enhancement And Dual UNet Fusion Based GAN For Structure Preserving Stain Normalization.- CF-Net: A Hybrid CNN-Random Forest Network for Depression Classification in Brain MRI.- Synthesis and Generation.- Rectified Flow for Efficient Automatic Implant Generation.- Fast Mesh Generation in Multi-layer Lattice Boltzmann Simulation with Moving Boundaries.- Combining Stable Diffusion and Object Detection for Semi-Automatic Environment Decoration.- Efficient Low-polygon Building Model Generation with Opening Detection.- Realistic Image Super-Resolution with Generative Diffusion.- Empowering Novel Geometric Algebra for Graphics & Engineering Workshop.- Pencils of CGA for Voronoi and Power Diagrams.- On Multidimensional Dirac-Hestenes Equation in Geometric Algebra.- On SU(3) in Ternary Clifford Algebra.- GA-Unity: A Production-Ready Unity Package for Seamless Integration of Geometric Algebra in Networked Collaborative Applications.- Generalized Degenerate Clifford and Lipschitz Groups.- Properties of the Geometric Product of Two Oriented Points in Conformal Geometric Algebra.