SVM and Random Forest Classification of Satellite Image with NDVI as an Additional Attribute to the Dataset

Spatial sampling effect on data structure and Random Forest classification of tissue types in High Definition and Standard Definition FT-IR imaging

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2021.104407 ◽

2021 ◽

pp. 104407

Author(s):

Danuta Liberda ◽

Karolina Kosowska ◽

Paulina Koziol ◽

Tomasz P. Wrobel

Keyword(s):

Data Structure ◽

Random Forest ◽

Spatial Sampling ◽

High Definition ◽

Standard Definition ◽

Sampling Effect ◽

Forest Classification ◽

Ft Ir

Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

Remote Sensing of Environment ◽

10.1016/j.rse.2014.04.010 ◽

2014 ◽

Vol 149 ◽

pp. 118-129 ◽

Cited By ~ 108

Author(s):

Sybrand van Beijma ◽

Alexis Comber ◽

Alistair Lamb

Keyword(s):

Salt Marsh ◽

Random Forest ◽

Salt Marsh Vegetation ◽

Marsh Vegetation ◽

Forest Classification ◽

Airborne Sar

Land cover mapping based on random forest classification of multitemporal spectral and thermal images

Environmental Monitoring and Assessment ◽

10.1007/s10661-015-4489-3 ◽

2015 ◽

Vol 187 (5) ◽

Cited By ~ 46

Author(s):

Vahid Eisavi ◽

Saeid Homayouni ◽

Ahmad Maleknezhad Yazdi ◽

Abbas Alimohammadi

Keyword(s):

Random Forest ◽

Land Cover ◽

Land Cover Mapping ◽

Thermal Images ◽

Random forest classification of crop type using multi-temporal TerraSAR-X dual-polarimetric data

Remote Sensing Letters ◽

10.1080/2150704x.2014.889863 ◽

2014 ◽

Vol 5 (2) ◽

pp. 157-164 ◽

Cited By ~ 69

Author(s):

Rei Sonobe ◽

Hiroshi Tani ◽

Xiufeng Wang ◽

Nobuyuki Kobayashi ◽

Hideki Shimamura

Keyword(s):

Random Forest ◽

Forest Classification ◽

Crop Type ◽

Multi Temporal

Threshold Based Stochastic Regression Model with Gabor Filter for Segmentation and Random Forest Classification of Lung Cancer

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2019.8095 ◽

2019 ◽

Vol 16 (4) ◽

pp. 1666-1673

Author(s):

S Srimathi ◽

G Yamuna ◽

R Nanmaran

Keyword(s):

Lung Cancer ◽

Random Forest ◽

Regression Model ◽

Gabor Filter ◽

Forest Classification ◽

Stochastic Regression

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

Remote Sensing of Environment ◽

10.1016/j.rse.2011.12.003 ◽

2012 ◽

Vol 121 ◽

pp. 93-107 ◽

Cited By ~ 282

Author(s):

V.F. Rodriguez-Galiano ◽

M. Chica-Olmo ◽

F. Abarca-Hernandez ◽

P.M. Atkinson ◽

C. Jeganathan

Keyword(s):

Random Forest ◽

Land Cover ◽

Random Forest Classification of Remote Sensing Data

Signal and Image Processing for Remote Sensing ◽

10.1201/9781420003130.ch15 ◽

2006 ◽

Author(s):

Johann es Sveinss on ◽

Sveinn Joelsson ◽

Jon Bene dikts son

Keyword(s):

Remote Sensing ◽

Random Forest ◽

Remote Sensing Data ◽

Sensing Data ◽

Random forest classification of depression status based on subcortical brain morphometry following electroconvulsive therapy

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2015.7163824 ◽

2015 ◽

Cited By ~ 5

Author(s):

Benjamin S. C. Wade ◽

Shantanu H. Joshi ◽

Tara Pirnia ◽

Amber M. Leaver ◽

Roger P. Woods ◽

...

Keyword(s):

Random Forest ◽

Electroconvulsive Therapy ◽

Brain Morphometry ◽

Subcortical Brain ◽

Forest Classification ◽

Depression Status

Random forest classification of stars in the Galactic Centre

Monthly Notices of the Royal Astronomical Society ◽

10.1093/mnras/sty511 ◽

2018 ◽

Vol 476 (3) ◽

pp. 3974-3980 ◽

Cited By ~ 3

Author(s):

P M Plewa

Keyword(s):

Random Forest ◽

Galactic Centre ◽

Random forest classification of urban landscape using Landsat archive and ancillary data: Combining seasonal maps with decision level fusion

Applied Geography ◽

10.1016/j.apgeog.2014.01.003 ◽

2014 ◽

Vol 48 ◽

pp. 31-41 ◽

Cited By ~ 39

Author(s):

Aniruddha Ghosh ◽

Richa Sharma ◽

P.K. Joshi

Keyword(s):

Random Forest ◽

Urban Landscape ◽

Ancillary Data ◽

Decision Level ◽

Forest Classification ◽

Decision Level Fusion ◽

Level Fusion