Pattern Recognition Applications and Methods

This book constitutes the thoroughly refereed and revised selected papers from the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, held in Rome, Italy, during February 24-26, 2024.

The 6 full papers and 4 short papers included in this book were carefully reviewed and selected from 139 submissions. They were organized in topical sections as follows: theory and methods; and applications.

Klappentext

Theory and Methods.- ShapeAug++: More Realistic Shape Augmentation for Event Data.- Heterogeneous Transfer Learning in Sports: Human Action Recognition for Gender and Outcome Prediction.- Evolutionary Training Set Pruning for Boosting Interpolation Kernel Machines.- XPCA Gen: Extended PCA Based Tabular Data Generation Model with Regularisation.- Applications.- Fast Filtering by Conjunctive Enumeration of Sketches for Nearest Neighbor Search.- Bilingual Knowledge Management System for Information Retrieval from Military Policies.- Semantically aware SSM-VPR for Optimal Deep Visual Place Recognition in Waterborne Domains.- Tree Ring Detection for Raw Wood Cross-Section Image Analysis.- Interpreting Cattle Behaviour and Specific Behaviour Intensities with Acoustic Biomarkers.- Towards Objective Assessment of Cleft Surgical Outcomes: A GAN-Inpainting Based Approach.

Inhalt

Theory and Methods.- ShapeAug++: More Realistic Shape Augmentation for Event Data.- Heterogeneous Transfer Learning in Sports: Human Action Recognition
for Gender and Outcome Prediction.- Evolutionary Training Set Pruning for Boosting Interpolation Kernel Machines.- XPCA Gen: Extended PCA Based Tabular Data Generation Model with Regularisation.- Applications.- Fast Filtering by Conjunctive Enumeration of Sketches for Nearest Neighbor Search.- Bilingual Knowledge Management System for Information Retrieval from Military Policies.- Semantically aware SSM-VPR for Optimal Deep Visual Place Recognition in Waterborne Domains.- Tree Ring Detection for Raw Wood Cross-Section Image Analysis.- Interpreting Cattle Behaviour and Specific Behaviour Intensities with Acoustic Biomarkers.- Towards Objective Assessment of Cleft Surgical Outcomes: A GAN-Inpainting Based Approach.