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Clifford support vector machines for classification, regression, and recurrence
(2010)
This paper introduces the Clifford support vector machines (CSVM) as a generalization of the real and complex-valued support vector machines using the Clifford geometric algebra. In this framework, we handle the design of ...
Bio-inspired computation and its applications in image processing: An overview
(2016-08-11)
Almost all design problems in the sciences and engineering can be formulated as optimization problems, and many image processing problems can also be related to or formulated as optimization problems. These optimization ...
A Computational Comparative Analysis Between Nvidia Jetson Nano and Raspberry Pi CM4 for the Classification of White Asparagus with SVM
(Springer Science and Business Media Deutschland GmbH, 2022-01-01)
The following study proposes to analyze and compare the computational response provided by the Single Board Computers (SBC) Raspberry Pi CM4 and Nvidia Jetson Nano because those are important elements in machine learning ...
Image classification using PSO-SVM and an RGB-D sensor
(2014)
Image classification is a process that depends on the descriptor used to represent an object. To create such descriptors we use object models with rich information of the distribution of points. The object model stage is ...
Image classification using PSO-SVM and an RGB-D sensor
(2014)
Image classification is a process that depends on the descriptor used to represent an object. To create such descriptors we use object models with rich information of the distribution of points. The object model stage is ...
High-accuracy detection of malaria vector larval habitats using drone-based multispectral imagery
(Public Library of Science, 2019)
Interest in larval source management (LSM) as an adjunct intervention to control and eliminate malaria transmission has recently increased mainly because long-lasting insecticidal nets (LLINs) and indoor residual spray ...
Análise de sentimento usando a representação distribuída de parágrafos para o português
(Universidade Federal do Pampa, 2017)
Gesture unit segmentation using support vector machines: segmenting gestures from rest positions
(ACM Special Interest Group on Applied ComputingPolytechnic Institute of Coimbra (IPC)Institute of Systems and Robotics, Faculty of Sciences and Technology of University of Coimbra (ISR-FCTUC)Caixa Geral de DepositosCoimbra, 2013-03)
Gesture analysis has been widely used for developing new
methods of human-computer interaction. The advancement
reached in the gesture analysis area is also motivating its
application to automate tasks related to discourse ...