Concepedia

Sandra Avila

SA

Statistics

Publications

45

Citations

2.9K

H-Index

24

Active since

2008

Affiliations

Universidade Estadual de Campinas (UNICAMP)(Current)

Universidade Federal de Minas Gerais

Samsung (Brazil)

Pontifícia Universidade Católica de Minas Gerais

Sorbonne Université

Sandra Avila is an author at Universidade Estadual de Campinas (UNICAMP) specializing in engineering, image analysis, and computer vision.

Top concepts

EngineeringImage AnalysisComputer VisionMachine LearningPattern RecognitionDeep LearningData ScienceMachine VisionComputer ScienceMedical Image Computing

Publications per year

2008–2022

45

Publications

45

VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method

Sandra Avila, A. Lopes, Antonio da Luz et al. · Pattern Recognition Letters · 2010 · 677 citations

Natural Language Processing, Novel Evaluation Method, Engineering +11

Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association

Thiago Teixeira Santos, Leonardo L. de Souza, Andreza Santos et al. · Computers and Electronics in Agriculture · 2020 · 333 citations · Full text

Deep Neural Networks, Machine Vision, Machine Learning +7

Pooling in image representation: The visual codeword point of view

Sandra Avila, Nicolas Thome, Matthieu Cord et al. · Computer Vision and Image Understanding · 2012 · 218 citations

Machine Vision, Image Analysis, Engineering +7

A data-driven approach to referable diabetic retinopathy detection

Ramon Pires, Sandra Avila, Jacques Wainer et al. · Artificial Intelligence in Medicine · 2019 · 159 citations

Diabetic Retinopathy, Image Analysis, Engineering +7

Video pornography detection through deep learning techniques and motion information

Mauricio Pérez, Sandra Avila, Daniel Moreira et al. · Neurocomputing · 2016 · 138 citations

Image Analysis, Engineering, Video Processing +6

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