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Edson Caoru Kitani

Observed names: Edson C Kitani, Edson C. Kitani, Edson Kitani
ORCID: 0009-0001-0631-9296
Observed ORCID: 0009-0001-0631-9296
OpenAlex ID: A5081712661
A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition
2006 · Carlos Eduardo Thomaz, Edson Caoru Kitani, et al. · Journal of the Brazilian Computer Society · 93
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Statistical learning approaches for discriminant features selection
2008 · Gilson A. Giraldi, Paulo S. Rodrigues, et al. · Journal of the Brazilian Computer Society · 16
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A Statistical Discriminant Model for Face Interpretation and Reconstruction
2006 · Edson C. Kitani, Carlos E. Thomaz, et al. · Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) · 13
Visual Interpretation of Self Organizing Maps
2010 · Edson Caoru Kitani, Emilio Del Moral Hernandez, et al. · Brazilian Symposium on Neural Networks (SBRN) · 8
A Multi-linear Discriminant Analysis of 2D Frontal Face Images
2009 · Carlos Eduardo Thomaz, Vagner do Amaral, et al. · Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) · 6
Deep Learning-Based Instance Segmentation for Enhanced Navigation of Agricultural Vehicles
2025 · Renato De Avila Lopes, Marcus Vinicius Leal de Carvalho, et al. · Revista de Informática Teórica e Aplicada · 5
Teaching microcontrollers using automotive electronic systems
2015 · Bruno M de A Dias, Cynthia T da Silva, et al. · International Journal of Electrical Engineering Education · 4
Learning Embedded Data Structure with Self-Organizing Maps
2012 · Edson C. Kitani, Emilio Del-Moral-Hernandez, et al. · Advances in intelligent systems and computing · 4
SOMM – Self-Organized Manifold Mapping
2012 · Edson Caoru Kitani, Emilio Del-Moral-Hernandez, et al. · Lecture notes in computer science · 4
Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches
2008 · Gilson A. Giraldi, Paulo S. Rodrigues, et al. · Revista de Informática Teórica e Aplicada · 4
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Design and Experimental Validation of Modular Autonomous Driving Platform for Off-Road 8 × 4 Trucks in Agricultural Operation
2025 · Nouriandres Liborio Silva, André Mendes, et al. · IEEE Access · 3
Mapeamento e visualização de dados em alta dimensão com mapas auto-organizados.
2013 · Edson Caoru Kitani · Digital Library of Theses and Dissertations (Universidade de São Paulo) · 3
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A Multi-Linear Statistical Method for Discriminant Analysis of 2D Frontal Face Images
2012 · Carlos Eduardo Thomaz, Vagner do Amaral, et al. · Advances in computational intelligence and robotics book series · 3
Comparisons of Neural Networks Using Computer Vision for Agricultural Automation
2023 · Renato Avila, Edson Kitani, et al. · IEEE International Conference on Industry Applications · 2
Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces
2011 · Gilson A. Giraldi, Edson C. Kitani, et al. · SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) · 2
Análise De Discriminantes Lineares Para Modelagem E Reconstrução De Imagens De Face
2007 · Edson C. Kitani, Carlos Eduardo Thomaz, et al. · 2
Revisão Sistemática de Visão Computacional para Veículos Autônomos Agrícolas
2023 · Renato Avila, Edson Kitani, et al. · IEEE International Conference on Industry Applications · 1
An Acceleration Method based on Deep Learning and Multilinear Feature Space
2021 · Michel Andre L .Vinagreiro, Edson C. Kitani, et al. · International Journal of Artificial Intelligence & Applications · 1
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Using Multilinear Feature Space to Accelerate CNN Classification
2021 · Michel Andre L .Vinagreiro, Edson C. Kitani, et al. · 1
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Fine-tuning of the SOMkNN classifier
2013 · Leandro A. Silva, Edson C. Kitani, et al. · International Joint Conference on Neural Networks (IJCNN) · 1
Controlled Evaluation of Trajectory Accuracy in Autonomous Trucks Using Human Baselines
2026 · Cirilo de Paula Silva, Leopoldo Rideki Yoshioka, et al. · IEEE Engineering Reliable Autonomous Systems (ERAS)
Validation of the thermal stability of EMAIS-SR autonomous packaging for preservation of porcine lungs: cooling curve in an experimental model
2026 · Flavio Pola dos Reis, Pedro Henrique Andrade Guimarães, et al. · Sao Paulo Medical Journal
Advancing Off-Road Autonomy: Comparative Analysis of Manual and AI-Driven Control in Autonomous Trucks
2025 · Cirilo Paula Silva, Leopoldo Rideki Yoshioka, et al. · SAE technical papers on CD-ROM/SAE technical paper series
Experimental Validation of a Geometric Controller for Heavy-Duty Autonomous Vehicles
2025 · Gabriel Araujo Zucchi, Leopoldo Rideki Yoshioka, et al. · IEEE International Conference on Industry Applications
Fast Deep Learning Classification With Multilinear Feature Maps
2022 · Michel Vinagreiro, Edson C. Kitani, et al. · International Joint Conference on Neural Networks (IJCNN)
Works count: 26
Citation count: 176
H-index: 5
I10-index: 3
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