UID:
almahu_9949930862202882
Umfang:
XXXVIII, 480 p. 132 illus., 121 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2025.
ISBN:
9783031781667
Serie:
Lecture Notes in Computer Science, 15302
Inhalt:
The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1-5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.
Anmerkung:
CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation -- FedSOKD-TFA: Federated Learning with Stage-Optimal Knowledge Distillation and Three-Factor Aggregation -- DualViT: A Hierarchical Vision Transformer for Broad and Fine Class Embeddings -- Establishing Interconnections of Similarity-based Classifiers for Multi-label Learning with Missing Labels -- GL-TSVM: A robust and smooth twin support vector machine with guardian loss function -- An Approach Towards Learning K-means-friendly Deep Latent Representation -- PulmoNetX: A Hybrid Vision Transformer Approach for Multi-scale Spatial Feature Reduction in Pneumonia Classification -- Federated K-Means clustering -- Feature selection voting strategies and hyperparameter tuning in a boosting classification -- Advancing 3D Mesh Analysis: A Graph Learning Approach for Intersecting 3D Geometry Classification -- Efficient Classification of Histopathology Images using Highly Imbalanced Data -- GenFormer - Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets -- Recognizing Patterns of Parkinson's Disease using Online Trail Making Test and Response Dynamics - Preliminary Study -- Regularization of Interpolation Kernel Machines -- Task Success Classification with Final State of Future Prediction for Robot Control Planning -- EGOFALLS: A visual-audio dataset and benchmark for fall detection using egocentric cameras -- Towards Unbiased Minimal Cluster Analysis of Categorical-and-Numerical Attribute Data -- PolSAR Image Classification Using Complex-Valued Squeeze and Excitation Network -- Probabilistic Fusion Framework Combining CNNs and Graphical Models for Multiresolution Satellite and UAV Image Classification -- Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration using Concurrent Fundus and Optical Coherence Tomography images -- PolSAR Image Classification Using Superpixel Profile and CNN -- Know How Much Sensitive Precision and Recall Validity Measures Are? -- Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection -- Patch-based Prototypical Cross-Scale Attention Network for Anomaly Detection -- Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition -- Data Pruning via Separability, Integrity, and Model Uncertainty-Aware Importance Sampling -- Label-Specific Multi-Label Classification with Entropy Guided Clustering -- FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification -- Fusing Image and Text Features for Scene Sentiment Analysis using Whale-Honey Badger Optimization Algorithm (WHBOA) -- EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder.
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783031781650
Weitere Ausg.:
Printed edition: ISBN 9783031781674
Sprache:
Englisch
DOI:
10.1007/978-3-031-78166-7
URL:
https://doi.org/10.1007/978-3-031-78166-7
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