Belief function based decision fusion for decentralized target classification in wireless sensor networks

W Zhang, Z Zhang - Sensors, 2015 - mdpi.com
Decision fusion in sensor networks enables sensors to improve classification accuracy while
reducing the energy consumption and bandwidth demand for data transmission. In this …

A framework for selection and fusion of pattern classifiers in multimedia recognition

FA Faria, JA Dos Santos, A Rocha, RS Torres - Pattern Recognition Letters, 2014 - Elsevier
The frequent growth of visual data, either by countless monitoring video cameras wherever
we go or the popularization of mobile devices that allow each person to create and edit their …

Automatic classifier fusion for produce recognition

FA Faria, JA dos Santos, A Rocha… - 2012 25th SIBGRAPI …, 2012 - ieeexplore.ieee.org
Recognizing different kinds of fruits and vegetables is a common task in supermarkets. This
task, however, poses several challenges as it requires the identification of different species …

Collaborative fusion for distributed target classification using evidence theory in IoT environment

Y Zhang, Y Liu, Z Zhang, N Zhao - IEEE Access, 2018 - ieeexplore.ieee.org
As an efficient strategy, collaborative fusion can promote the classification performance
while decreasing data transmission energy consumption and bandwidth requirements. In …

Comparação de classificadores supervisionados na discriminação de áreas cafeeiras em Campos Gerais-Minas Gerais

CM Sarmiento, GM Ramirez, PP Coltri, LF Lima e Silva… - 2014 - sbicafe.ufv.br
O uso de técnicas de sensoriamento remoto orbital representa um significativo avanço para
os levantamentos de dados da cafeicultura, principalmente visando a complementação das …

Rank aggregation for pattern classifier selection in remote sensing images

FA Faria, DCG Pedronette… - IEEE Journal of …, 2014 - ieeexplore.ieee.org
In the past few years, segmentation and classification techniques have become a
cornerstone of many successful remote sensing algorithms aiming at delineating geographic …

In between 3D active appearance models and 3D morphable models

J Heo, M Savvides - 2009 IEEE Computer Society Conference …, 2009 - ieeexplore.ieee.org
In this paper we propose a novel method of generating 3D morphable models (3DMMs) from
2D images. We develop algorithms of 3D face reconstruction from a sparse set of points …

Application of a weighted projection measure for robust hidden Markov model based speech recognition

BA Carlson, MA Clements - Acoustics, Speech, and Signal Processing …, 1991 - computer.org
The ever-growing access to high-resolution images has prompted the development of
region-based classification methods for remote sensing images. However, in agricultural …

Classifier selection based on the correlation of diversity measures: When fewer is more

FA Faria, JA dos Santos, S Sarkar… - … XXVI conference on …, 2013 - ieeexplore.ieee.org
The ever-growing access to high-resolution images has prompted the development of
region-based classification methods for remote sensing images. However, in agricultural …

Semi-automatic classification of remote sensing images

JA Dos Santos - 2013 - theses.hal.science
A huge effort has been made in the development of image classification systemswith the
objective of creating high-quality thematic maps and to establishprecise inventories about …