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Iberoamerican Congress on Pattern Recognition (2024 :)

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Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Progress in pattern recognition, image analysis, computer vision, and applications/ edited by Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin.
Reminder of title:	27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.
remainder title:	CIARP 2024
other author:	Hernández-García, Ruber.
corporate name:	Iberoamerican Congress on Pattern Recognition
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xvii, 272 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systems - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-76607-7
ISBN:	9783031766077

Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part I /
Progress in pattern recognition, image analysis, computer vision, and applications27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.Part I /[electronic resource] :CIARP 2024edited by Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin. - Cham :Springer Nature Switzerland :2025. - xvii, 272 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,153681611-3349 ;. - Lecture notes in computer science ;15368..

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.

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.

ISBN: 9783031766077

Standard No.: 10.1007/978-3-031-76607-7doiSubjects--Topical Terms:

563039
Pattern recognition systems
--Congresses.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part I /
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505 0 $a 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.
520 $a 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.
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