Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024, Proceedings, Part I

by Ruber Hernández-García (Editor), Ricardo J. Barrientos (Editor), Sergio A. Velastin (Editor)

Overview

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.

Product Details

ISBN-13:	9783031766060
Publisher:	Springer Nature Switzerland
Publication date:	11/17/2024
Series:	Lecture Notes in Computer Science , #15368
Edition description:	2025
Pages:	272
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

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.