A Comparative Assessment of Machine-Learning Techniques for Forest Degradation Caused by Selective Logging in an Amazon Region Using Multitemporal X-Band SAR Images

Autor: KUCK, T. N., SANO, E. E., BISPO, P. da C., SHIGUEMORI, E. H., SILVA FILHO, P. B. F., MATRICARDI, E. A. T.

Publikováno v: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA-Alice)
Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA

The near-real-time detection of selective logging in tropical forests is essential to support actions for reducing CO2 emissions and for monitoring timber extraction from forest concessions in tropical regions. Current operating systems rely on optic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3056::be427d3d33af163702908c0e9b38c7dd
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1136170

IMPACT OF SEGMENTATION PARAMETERS ON THE CLASSIFICATION OF VHR IMAGES ACQUIRED BY RPAS.

Autor: Lacerda, M. G., Shiguemori, E. H., Damião, A. J., Anjos, C. S., Habermann, M.

Publikováno v: International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences; 3/22/2020, Vol. XLII-3/W12, p43-48, 6p

UAV VISUAL AUTOLOCALIZATON BASED ON AUTOMATIC LANDMARK RECOGNITION.

Autor: Filho, P. Silva, Shiguemori, E. H., Saotome, O.

Publikováno v: ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences; 2017, Vol. 4 Issue 2/W3, p89-94, 6p

Nonlinear Method of Reduction of Dimensionality Based on Artificial Neural Network and Hardware Implementation.

Autor: Braga, J. R. G., Gomes, V. C., Shiguemori, E. H., Velho, H. F. C., Plaza, A., Plaza, J.

Publikováno v: Integral Methods in Science & Engineering Theoretical & Computational Advances; 2015, p69-79, 11p

A comparison of two different approaches for the damage identification problem.

Autor: Chiwiacowsky, L. D., Shiguemori, E. H., Velho, H. F. Campos, Gasbarri, P., Silva, J. D. S.

Publikováno v: Journal of Physics: Conference Series; 2008, Vol. 124 Issue 1, p1-1, 1p