Del 15715 - Lecture Notes in Computer Science

Pattern Recognition

17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25–28, 2025, Proceedings

Häftad, Engelska, 2025

Av Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad, José Arturo Olvera-López, Adrian Pastor Lopez-Monroy, Alejandro Rosales-Perez, Jesus Ariel Carrasco-Ochoa, Jose Francisco Martinez-Trinidad, Jose Arturo Olvera-Lopez

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This book constitutes the proceedings of the 17th Mexican Conference on Pattern Recognition, MCPR 2025, held in Guanajuato, Mexico, during June 25–28, 2025.The 36 full papers presented in this volume were carefully reviewed and selected from 70 submissions. They are grouped into the following topics: Pattern Recognition and Machine Learning Techniques; Language Processing and Recognition; Computer Vision; Medical Applications of Pattern Recognition; Reinforcement Learning; Deep Learning and Neural Networks.

Produktinformation

Utgivningsdatum2025-06-25
Mått155 x 235 x 23 mm
Vikt633 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor402
FörlagSpringer International Publishing AG
ISBN9783031962547

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.- Pattern Recognition and Machine Learning Techniques..- Detection of Concept Drift in Bayesian Networks..- Hausdorff Distance Optimization in Low-Density Point Clouds..- Extremal Topologies for the Merrifield-Simmon Index on Dendrimersin Drug Delivery..- Tailoring Bounded Instances for the Job Shop Scheduling Problemthrough Unified Particle Swarm Optimization..- Empirical Comparison of Density-Based Clustering Algorithms forLarge Datasets..- Exact versus Approximate Patterns in Dissimilarity-Based GraphEmbedding for Supervised Classification..- Optimized Early Detection of Bark Beetles through AutomatedSegmentation and Machine Learning Classification..- Handling Constraints in Clustering via Multi-Objective EvolutionaryAlgorithms..- Analysis of Childrens Emotions in Sketches Using Classical and DeepLearning Approaches..- Heuristic-Based Optimization Using Elementary Cellular Automata: APreliminary Study on the Knapsack Problem..- Language Processing and Recognition..- Dynamic Strategy for Recognizing the Mexican Sign LanguageAlphabet: Bridging Static and Dynamic Signs..- Classification of Suicidal Texts Based on Emotional Change DetectionUsing LSTM..- Synthetic Corpus of Emotions for Detection of Depression in SocialNetworks..- Deep Neural Networks and Log-Mel Spectrogram for EmotionRecognition through Spanish Speech..- Phonetic Spectral Image Representation for Yuhmu Language Analysis..- Multi-Label Classification of Texts on Harassment and Discriminationwith Neural Networks..- Exploring a Multimodal Language Model for Auto-Captioning andVisual Question Answering in Histopathology Images..- Computer Vision..- Automatic Counting System in a Region of Interest from Videos Takenby Drones..- Real-Time Image Analysis Using a Depth Camera for UAV Applications..- Extending Reference-Based Texture Transformers for Image Dehazing..- Vision-Based Formation Control Using Visual Servoing and VirtualHomographies..- Laser Beam Centroid Detection for Automatic Spatial Filtering: AComparative Analysis of Machine Vision Algorithms..- Towards End-To-End Visual Odometry for Unstructured AgriculturalEnvironments..- Medical Applications of Pattern Recognition..- Early Detection of Acute Myocardial Infarction (AMI) Risk UsingOptimized Machine Learning Models..- Deep Learning Approaches for Glaucoma Detection: A ComparativeStudy of CNN Models on Retinal Fundus Images..- Classification of CFD-Generated Aortic Flow Images Using NeuralNetworks..- Explainable Diagnosis of Bacterial Vaginosis: A Hierarchical ApproachBased on XAI..- Reinforcement Learning..- Evaluating Deep Reinforcement Learning for Robotic Navigation..- Determining Optimal Population Management with ReinforcementLearning..- Deep Learning and Neural Networks..- Hybrid Deep Learning Architecture for Automatic Detection ofCoronary Stenosis in X-Ray Videos..- Predicting Crowd Motion with Diffusion Models..- Enhancing Perceptron Learning through Bayesian Optimisation andCross-Validation..- Facial Expression Recognition Using Light Weight CNNs and Soft Voting..- Automatic Segmentation of the Major Temporal Arcade Using U-NetAttention Architecture..- A Lightweight Diffusion Model with Modified Sampler..- Unsupervised Emotion Analysis in Mexican Popular Music LyricsUsing a Bert-Based Model.