Data-driven learned metric index: an unsupervised approach

T Slanináková, M Antol, J OǏha, V Kaňa… - Similarity Search and …, 2021 - Springer
Metric indexes are traditionally used for organizing unstructured or complex data to speed
up similarity queries. The most widely-used indexes cluster data or divide space using hyper …

Tree-based indexing technique for efficient and real-time label retrieval in the object tracking system

AE Benrazek, Z Kouahla, B Farou, H Seridi… - The Journal of …, 2023 - Springer
In real-time object tracking systems, it is essential to assign a unique identifier or label to
each tracked object to distinguish it from other objects to reduce the number of ID switching …

Organizing Similarity Spaces Using Metric Hulls

M Jánošová, D Procházka, V Dohnal - International Conference on …, 2021 - Springer
A novel concept of a metric hull has recently been introduced to encompass a set of objects
by a few selected border objects. Following one of the metric-hull computation methods that …

Cosim‐Gres: Towards Similarity Queries Optimization Inside RDBMS

IAR Eleutério, WD de Oliveira… - Software: Practice …, 2025 - Wiley Online Library
ABSTRACT Introduction This paper presents CoSIM‐Gres, a new module implemented over
Postgres capable of performing exact similarity searches to answer both Range and …

[PDF][PDF] Featset+: Visual features extracted from public image datasets

MT Cazzolato, LC Scabora, GF Zabot… - Journal of Information …, 2022 - repositorio.usp.br
Real-world applications generate large amounts of images every day. With the generalized
use of social media, users frequently share images acquired by smartphones. Also …

Efficient -NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures

AE Benrazek, Z Kouahla, B Farou, H Seridi… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of interconnected devices in the Internet of Things (IoT) has led to an
exponential increase in data, commonly known as Big IoT Data. Efficient retrieval of this …

Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system

AE Benrazek, Z Kouahla, B Farou, H Seridi… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper addresses the issue of the real-time tracking quality of moving objects in large-
scale video surveillance systems. During the tracking process, the system assigns an …

Distributed Similarity Queries Search in Metric Space in IoTSystems

K KHETTABI - 2023 - dspace.univ-guelma.dz
In recent years, the large amount of continuous and heterogeneous datagenerated by the
Internet of Things (IoT) sensors and devices madetheir record and the query search tasks …

[PDF][PDF] FeatSet: A compilation of visual features extracted from public image datasets

MT Cazzolato, LC Scabora, GF Zabot, MA Gutierrez… - Anais, 2021 - repositorio.usp.br
In this paper, we present FeatSet, a compilation of visual features extracted from open image
datasets reported in the literature. FeatSet has a collection of 11 visual features, consisting …

VD-Tree: Uma estratégia para redução da sobreposição de nós em Métodos de Acesso Métricos utilizando o Diagrama de Voronoi

ATA Moriyama - 2021 - teses.usp.br
Os avanços na tecnologia proporcionaram o aumento crescente na geração de dados e nos
novos tipos de dados, tornando necessário estender os SGBDs para possibilitar armazenar …