Search Results for author: Yann Gavet

Found 3 papers, 2 papers with code

Activating Frequency and ViT for 3D Point Cloud Quality Assessment without Reference

1 code implementation10 Dec 2023 Oussama Messai, Abdelouahid Bentamou, Abbass Zein-Eddine, Yann Gavet

Deep learning-based quality assessments have significantly enhanced perceptual multimedia quality assessment, however it is still in the early stages for 3D visual data such as 3D point clouds (PCs).

Point Cloud Quality Assessment

Bag of Recurrence Patterns Representation for Time-Series Classification

no code implementations29 Mar 2018 Nima Hatami, Yann Gavet, Johan Debayle

Time-Series Classification (TSC) has attracted a lot of attention in pattern recognition, because wide range of applications from different domains such as finance and health informatics deal with time-series signals.

Classification General Classification +3

Classification of Time-Series Images Using Deep Convolutional Neural Networks

1 code implementation2 Oct 2017 Nima Hatami, Yann Gavet, Johan Debayle

While the majority of Time-Series Classification (TSC) literature is focused on 1D signals, this paper uses Recurrence Plots (RP) to transform time-series into 2D texture images and then take advantage of the deep CNN classifier.

Classification General Classification +3

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