Breast cancer diagnosis through active learning in content-based image retrieval

RS Bressan, PH Bugatti, PTM Saito - Neurocomputing, 2019 - Elsevier
One of the cornerstones of content-based image retrieval (CBIR) for medical image
diagnosis is to select the images that present higher similarity with a given query image …

DOCToR: the role of deep features in content-based mammographic image retrieval

RS Bressan, DHA Alves, LM Valerio… - 2018 IEEE 31st …, 2018 - ieeexplore.ieee.org
Nowadays, deep features, obtained from a variety of deep learning architectures, play an
important role in several real problems. It is know that transfer learning strategies could be …

Content based image retrieval and support vector machine methods for face recognition

AS Prabuwono, W Usino, A Bramantoro, KHS Allehaibi… - TEM Journal, 2019 - ceeol.com
The development of biometrics is growing rapidly. The recognition as non-trivial element in
biometrics is not only using fingerprints, but also human face. The purpose of this research is …

Optimum-path forest and active learning approaches for content-based medical image retrieval

RS Bressan, PH Bugatti, PTM Saito - Optimum-Path Forest, 2022 - Elsevier
In content-based image retrieval for medical diagnosis, it is essential to select the images
that present higher similarity with a given query image. In this context, despite some efforts in …

[PDF][PDF] CBIR systems: results of feature extraction with color feature comparison with standard database

B Kumari - Int J Innov Res Comput Commun Eng, 2017 - researchgate.net
Image retrieval is a distinguished field in digital image processing. Images can be extracted
from a big collection of images on the basis of text, color and structure. In systems, using …

Evaluation of Content Based Image Retrieval Technique Using an Efficient Hybrid Model

MA Muthiah, N Mathan… - … of Computational and …, 2020 - ingentaconnect.com
Due to vast enhancement in the field of visual technology, there are various sets of images.
In order to reduce the complexity in retrieval of relevant images CBIR (Content Based Image …

SoyRetrieval-Técnicas de Aprendizado e Recuperaçao de Imagens para Análise do Vigor de Sementes de Soja

RS Bressan, M de Souza Junior, DF Pereira… - Anais do XLV …, 2018 - sol.sbc.org.br
A produção e seleção de sementes de alta qualidade são fatores primordiais para o
sucesso da cultura da soja. O teste de tetrazólio tem se destacado e sido adotado pela …