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Record Nr. |
UNINA9911047709303321 |
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Autore |
Kerautret Bertrand |
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Titolo |
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 |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
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ISBN |
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Edizione |
[1st ed. 2026.] |
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Descrizione fisica |
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1 online resource (230 pages) |
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Collana |
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Lecture Notes in Computer Science, , 1611-3349 ; ; 15705 |
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Altri autori (Persone) |
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BolelliFederico |
ColomMiguel |
LoprestiDaniel |
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Disciplina |
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Soggetti |
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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 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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-- 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 |
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- 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. |
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Sommario/riassunto |
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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. |
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