Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Springer International Publishing (Verlag)
978-3-031-76606-0 (ISBN)
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This two-volume set LNCS 15368-15369 constitutes the refereed proceedings of the 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024, held in Talca, Chile, during November 26-29, 2024.
The 35 full and 3 short papers presented in these proceedings were carefully reviewed and selected from 61 submissions. The papers presented in these two volumes are clustered into various thematical issues as follows:
Part I: Mathematical methods and computing techniques for artificial intelligence and pattern recognition, bioinformatics.
Part II: Biometrics, cognitive and humanoid vision, computer vision, image analysis, intelligent data analysis.
Towards a lightweight CNN for semantic food segmentation.- Ensemble approach to adaptable behavior cloning for a fighting game AI.- TeleoWatch PoseTransformer Based Advanced Action Recognition.- Fruit Deformity Classification through Single Input and Multi Input Architectures based on CNN Models using Real and Synthetic Images.- CNN sensitivity analysis for land cover map models using sparse and heterogeneous satellite data.- Video Game Joystick by Recognizing Breathing Patterns.- Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings.- SwinDehazing Haze Removal using U Net and Swin Transformer.- A proposal for explainable fruit quality recognition using multimodal models.- Negative Sampling for Triplet Based Loss Improving Representation in Self Supervised Representation Learning.- Seed based superpixel re segmentation for improving object delineation.- Towards Interactive Video Segmentation by Dynamic and Iterative Spanning Forest.- Data Driven Evolutionary Algorithms for Optimizing Pumping Stations in Water Distribution Networks Classifier Guided Search Space Reduction.- Depth Map Completion using a Specific Graph Metric and Balanced Infinity Laplacian for Autonomous Vehicles.- Beta distribution approach for outlier exposure in multi class text classification.- Impact of Quantization on Large Language Models for Portuguese Classification Tasks.- GemBode and PhiBode Adapting Small Language Models to Brazilian Portuguese.- Hate Speech Detection in Portuguese Using BERTimbau.- An Effective Approach to Text Detection and Recognition in Degraded Historical Documents.
| Erscheinungsdatum | 19.11.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XVII, 272 p. 88 illus., 78 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • biometrics • computer vision • Data Mining • Deep learning • Image Analysis • machine learning • Natural Language Processing • Neural networks • pattern recognition |
| ISBN-10 | 3-031-76606-7 / 3031766067 |
| ISBN-13 | 978-3-031-76606-0 / 9783031766060 |
| Zustand | Neuware |
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