Edson C. Kitani

11 papers B 1Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning-Based Instance Segmentation for Enhanced Navigation of Agricultural Vehicles. RITA Renato De Avila Lopes, Marcus Vinicius Leal de Carvalho, Edson C. Kitani, Francisco de Assis Zampirolli, Leopoldo Rideki Yoshioka, Luiz Antonio Celiberto Junior, Ugo Ibusuki
2021	J	`jnl`	An Acceleration Method Based on Deep Learning and Multilinear Feature Space. CoRR Michel Andre L. Vinagreiro, Edson C. Kitani, Armando Antônio Maria Laganá, Leopoldo Rideki Yoshioka
2013	B	`conf`	Fine-tuning of the SOMkNN classifier. IJCNN Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez
2012	—	`conf`	Learning Embedded Data Structure with Self-Organizing Maps. WSOM Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
2011	—	`conf`	Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces. SIBGRAPI Tutorials Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz
2010	—	`conf`	Visual Interpretation of Self Organizing Maps. SBRN Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva
2009	—	`conf`	A Multi-linear Discriminant Analysis of 2D Frontal Face Images. SIBGRAPI Carlos E. Thomaz, Vagner do Amaral, Gilson Antonio Giraldi, Edson C. Kitani, João Ricardo Sato, Duncan Fyfe Gillies
2008	J	`jnl`	Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches. RITA Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, Carlos E. Thomaz
2008	J	`jnl`	Statistical Learning Approaches for Discriminant Features Selection. J. Braz. Comput. Soc. Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, João Ricardo Sato, Carlos E. Thomaz
2006	—	`conf`	A Statistical Discriminant Model for Face Interpretation and Reconstruction. SIBGRAPI Edson C. Kitani, Carlos E. Thomaz, Duncan Fyfe Gillies
2006	J	`jnl`	A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition. J. Braz. Comput. Soc. Carlos E. Thomaz, Edson C. Kitani, Duncan Fyfe Gillies