Reproducible Research in Pattern Recognition : Fifth International Workshop, RRPR 2024, Kolkata, India, December 1, 2024, Revised Selected Papers / / edited by Bertrand Kerautret, Federico Bolelli, Miguel Colom, Daniel Lopresti

• Autore: Kerautret Bertrand
• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (230 pages)
• Disciplina: 005.3
• Soggetto topico: Application software; Computer engineering; Computer networks; Computers; Artificial intelligence; Computers, Special purpose; Computer and Information Systems Applications; Computer Engineering and Networks; Computing Milieux; Artificial Intelligence; Computer Communication Networks; Special Purpose and Application-Based Systems
• Altri autori: BolelliFederico ColomMiguel LoprestiDaniel
• Nota di contenuto: -- Reproducible Research Framework and Results. -- A Benchmark for Automated Vickers Hardness Testing. -- Scratch Assay Assessment Benchmark. -- Reducing Run-to-Run Variability in Neural Networks: A Comparative Study of Weight Optimization Methods. -- A Minimal Neural Network for Reproducible Gesture Recognition on Knitted Capacitive Touch Sensors. -- Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization. -- BarBeR - Barcode Benchmark Repository:Implementation and Reproducibility Notes. -- Research Reproducibility Paper: Learning Neural Networks forMulti-label Medical Image Retrieval Using Hamming Distance Fabricated with Jaccard Similarity Coefficient. -- Resolution-Robust Medical Image Registration Method Based on Fourier Neural Operator: Implementation and Reproducibility Aspects. -- MeDiANet Implementation and Reproducibility Details. -- On Reproducibility of Graph Neural Network for Facial Palsy and Paresis Assessment: Effects of Pose Variability in Dataset. -- Implementatipn and Reproducibility Notes on GolfSwing Dataset and GolfPose Models. -- Implementation and Reproducibility Notes on EMPATH: Enhancing Word-Level Sign Language Recognition. -- Exploring the Impact of Model Parameters and Components on Video Saliency Prediction with Foundation Models.
• Sommario/riassunto: This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Reproducible Research in Pattern Recognition, RRPR 2024, held in Kolkata, India, on December 1, 2024. The 5 full papers and 8 short papers included in this book were carefully reviewed and selected from 20 submissions. RRPR 2024 book cover advances in platforms on reproducibility and new reproducible research results.
• Titolo autorizzato: Reproducible Research in Pattern Recognition
• ISBN: 3-031-97822-6
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911047709303321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 15705