iqpp: A benchmark for image query performance prediction

E Poesina, RT Ionescu, J Mothe - … of the 46th International ACM SIGIR …, 2023 - dl.acm.org
To date, query performance prediction (QPP) in the context of content-based image retrieval
remains a largely unexplored task, especially in the query-by-example scenario, where the …

Self-Supervised Regression for Query Performance Prediction on Image Retrieval

LP Valem, VH Pereira-Ferrero… - 2023 IEEE Sixth …, 2023 - ieeexplore.ieee.org
Content-Based Image Retrieval (CBIR) systems are currently a widely used solution for
image retrieval tasks with various applications. Despite the advances achieved, one of the …

Unsupervised Dual-Layer Aggregation for Feature Fusion on Image Retrieval Tasks

A Moreno, DCG Pedronette - 2024 37th SIBGRAPI Conference …, 2024 - ieeexplore.ieee.org
The revolutionary advances in image representation have led to impressive progress in
many image understanding-related tasks, primarily supported by Convolutional Neural …

Unsupervised Effectiveness Estimation Measure Based on Rank Correlation for Image Retrieval

TCC Almeida, LP Valem, DCG Pedronette - International Symposium on …, 2024 - Springer
In recent years, the amount of image data has increased exponentially, driven by
advancements in digital technologies. As the volume of data expands, the efforts required for …

Contextual similarity learning for image retrieval and classification: applications in person re-identification

LP Valem - 2024 - repositorio.unesp.br
The exponential growth of image collections has demanded a significant increase in the use
of machine learning and image retrieval applications across various scenarios. Despite the …

Graph Convolutional Networks Using Node Addition and Edge Reweighting

WY Lee - … Symposium on Methodologies for Intelligent Systems, 2022 - Springer
Graph convolutional networks (GCNs) provide a promising way to explore datasets that
have graph structures in nature. The presence of corrupted or incomplete graphs, however …

iQPP: Une Référence pour la Prédiction de Performances des Requêtes d'Images

E Poesina, RT Ionescu, J Mothe - 18ème Conférence en Recherche d' …, 2023 - hal.science
La prédiction de la performance des requêtes (QPP) dans le contexte de la recherche
d'images basée sur le contenu reste une tâche largement inexplorée, en particulier dans le …

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CXPAR Edition, AS Game, M Bandeira¹… - … Sciences and Arts …, 2024 - books.google.com
This project presents the design and development of a Serious Game, that utilizes
Augmented Reality (AR) technologies, aimed to involve and engage students in Organic …

[PDF][PDF] Unsupervised Dual-Layer Aggregation for Feature Fusion on Image Retrieval Tasks

AM Junior, DCG Pedronette - sibgrapi.sid.inpe.br
The revolutionary advances in image representation have led to impressive progress in
many image understandingrelated tasks, primarily supported by Convolutional Neural …