Image and Graphics
Springer International Publishing (Verlag)
978-3-031-46313-6 (ISBN)
The 166 papers presented in the proceedings set were carefully reviewed and selected from 409 submissions. They were organized in topical sections as follows: computer vision and pattern recognition; computer graphics and visualization; compression, transmission, retrieval; artificial intelligence; biological and medical image processing; color and multispectral processing; computational imaging; multi-view and stereoscopic processing; multimedia security; surveillance and remote sensing, and virtual reality.
The ICIG 2023 is a biennial conference that focuses on innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking. It will feature world-classplenary speakers, exhibits, and high-quality peer reviewed oral and poster presentations.
Artificial intelligence: Deep Discriminative Hashing for Cross-modal Hashing based Computer-aided Diagnosis.- Image Super-Resolution via Deep Dictionary Learning.- ACLM: Adaptive Compensatory Label Mining for Facial Expression Recognition.- Semantic-Guided Multi-Feature Fusion for Accurate Video Captioning.- Scale-Adaptive Multi-Area Representation for Instance Segmentation.- Multi-Level Semantic Extraction using Graph Pooling Network for Text Representation.- Research on Strategies for Tripeaks variant with various layouts.- A neural network model with the ringed residual block and attention mechanism for image forgery localization.- ACMA-GAN: Adaptive Cross-Modal Attention for Text-to-Image Generation.- Registration-propagated Liver Tumor Segmentation for Non-enhanced CT-based Interventions.- FML-MIS: A Scheme of Privacy Protection and Model Generalization for Medical Images Segmentation via Federated Meta-learning.- RoICLIP: Text-Enhanced UAV-based Video Object Detection.- Class Incremental Learning with Important and Diverse Memory.- Core Issues and Key Arguments of ChatGPT: Topic Mining and Sentiment Analysis Based on U.S. News Reports.- Joint Memory Propagation and Rectification for Video Object Segmentation.- A noval intelligent assessment based on audio-visual data for Chinese zither fingerings.- A Full-level Based Network to Detect Every Aircraft in Airport Scene.- Fusing Multi-scale Residual Network for Skeleton Detection.- LogoNet: a fine-grained network for instance-level logo sketch retrieval.- NCCNet: Arbitrary Neural Style Transfer with Multi-Channel Conversion.- BRMR : TAL Based on Boundary Refinement and Multi-scale Regression.- AE-Reorient: Active Exploration based Reorientation for Robotic Pick-and-Place.- A novel contactless prediction algorithm of indoor thermal comfort based on posture estimation.- A real-time wind turbine blade damage detection method based on an improved YOLOv5 algorithm.- Intensify Perception Transformer Generative Adversarial Network for Image Super-Resolution.- Referring Expression Comprehension Based on Cross Modal Feature Fusion and Iterative Reasoning.- ADS-B-based Spatial-Temporal multi-scale object detection network for airport scenes.- Unsupervised Segmentation of Haze Regions as Hard Attention for Haze Classification.- Learning to Fuse Residual and Conditional Information for Video Compression and Reconstruction.- A two-stage 3D object detection algorithm based on deep learning.- Dual Temporal Memory Network for Video Salient Object Detection.- Cross-Modality Fused Graph Convolutional Network for Image-Text Sentiment Analysis.- Local and Global Feature Interaction Network for Endoscope Image classification.
| Erscheinungsdatum | 30.10.2023 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XV, 426 p. 182 illus., 169 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 676 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | activity recognition and understanding • Artificial Intelligence • biometrics • computer vision • Feature Selection • graphics systems and interfaces • Image Analysis • image coding • Image Compression • image manipulation • Image Processing • machine learning • pattern recognition • Rendering • scene anomaly detection • Scene Understanding • Shape modeling • vision for robotics |
| ISBN-10 | 3-031-46313-7 / 3031463137 |
| ISBN-13 | 978-3-031-46313-6 / 9783031463136 |
| Zustand | Neuware |
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