Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26–29, 2024, Proceedings, Part I / / edited by Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin

• Autore: Hernández-García Ruber
• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
• Edizione: 1st ed. 2025.
• Descrizione fisica: 1 online resource (0 pages)
• Disciplina: 006.4
• Soggetto topico: Pattern recognition systems; Machine learning; Computer vision; Computer engineering; Computer networks; Automated Pattern Recognition; Machine Learning; Computer Vision; Computer Engineering and Networks
• Altri autori: BarrientosRicardo J VelastinSergio A
• Nota di contenuto: 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Speech Detection in Portuguese Using BERTimbau -- An Effective Approach to Text Detection and Recognition in Degraded Historical Documents.
• Sommario/riassunto: 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.
• Titolo autorizzato: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
• ISBN: 9783031766077; 9783031766060
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910983348703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 15368