Active and Semisupervised Learning for the Classiﬁcation of Remote Sensing Images
AL method,Active learning (AL),Context,Hyperspectral imaging,Iterative methods,RS image classiﬁcation,SSL method,Semisupervised learning,Support vector machines,Training,Vectors,active learning method,boundary condition,geophysical image processing,hyperspectral RS data,hyperspectral imaging,image classiﬁcation,learning (artiﬁcial intelligence),multispectral RS data,progressive semisupervised support vector machine,remote sensing,remote sensing (RS),remote sensing image classiﬁcation,sample selection bias,semisupervised learning (SSL),semisupervised learning method,support vector machine (SVM),support vector machines,synthetic RS data
COMBINED ANALYSIS OF SENTINEL-1 AND RAPIDEYE DATA FOR IMPROVED CROP TYPE CLASSIFICATION: AN EARLY SEASON APPROACH FOR RAPESEED AND CEREALS
Author: Lussem, U. and Hütt, C. and Waldhoﬀ, G.
Comparing supervised algorithms in Land Use and Land Cover classiﬁcation of a Landsat time-series
Author: Nery, Thayse and Sadler, Rohan and Solis-Aulestia, Maria and White, Ben and Polyakov, Maksym and Chalak, Morteza
MONITORING OF IN-FIELD VARIABILITY FOR SITE SPECIFIC CROP MANAGEMENT THROUGH OPEN GEOSPATIAL INFORMATION
Author: Řezník, T. and Lukas, V. and Charvát, K. and Charvát Jr., K. and Horáková, Š. and Křivánek, Z. and Herman, L.
Scene classiﬁcation of high resolution remote sensing images using convolutional neural networks
Author: Cheng, Gong and Ma, Chengcheng and Zhou, Peicheng and Yao, Xiwen and Han, Junwei
Automatic Orthorectiﬁcation of High-Resolution Optical Satellite Images Using Vector Roads
Author: Marsetic, Ales and Ostir, Kristof and Fras, Mojca Kosmatin
Conditional Random Fields for Multitemporal and Multiscale Classiﬁcation of Optical Satellite Imagery
Author: Hoberg, Thorsten and Rottensteiner, Franz and Queiroz Feitosa, Raul and Heipke, Christian
Improving the Spatial Resolution of Landsat TM/ETM+ Through Fusion With SPOT5 Images via Learning-Based Super-Resolution
Author: Song, Huihui and Huang, Bo and Liu, Qingshan and Zhang, Kaihua
Continuous Change Detection and Classiﬁcation of Land Cover Using all Available Landsat Data
Author: Zhe Zhu and Curtis E. Woodcock
Crop Type Classiﬁcation by Simultaneous Use of Satellite Images of Diﬀerent Resolutions
Author: Liu, Mark W. and Ozdogan, Mutlu and Zhu, Xiaojin
Development of a Remote Sensing-Based ``Boro'' Rice Mapping System
Author: Mosleh, Mostafa K., and Hassan, Quazi K.
Do We Need Hundreds of Classiﬁers to Solve Real World CLassiﬁcation Problems?
Author: Manuel Fernández-Delgado and Eva Cernadas and Senén Barro and Dinani Amorim
Feature Learning Based Approach for Weed Classiﬁcation Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV
Author: Hung, Calvin and Xu, Zhe and Sukkarieh, Salah
Good practices for estimating area and assessing accuracy of land change
Author: Olofsson, Pontus and Foody, Giles M. and Herold, Martin and Stehman, Stephen V. and Woodcock, Curtis E. and Wulder, Michael A.
How Reliable is the MODIS Land Cover Product for Crop Mapping Sub-Saharan Agricultural Landscapes?
Author: Leroux, Louise and Jolivot, Audrey and Bégué, Agnès and Seen, Danny Lo and Zoungrana, Bernardin
Landsat-8: Science and Product Vision for Terrestrial Global Change Research
Author: D.P. Roy and M.A. Wulder and T.R. Loveland and Woodcock, C.E. and R.G. Allen and M.C. Anderson and D. Helder and J.R. Irons and D.M. Johnson and R. Kennedy and T.A. Scambos and C.B. Schaaf and J.R. Schott and Y. Sheng and E.F. Vermote and A.S. Belward and
On-Orbit Geometric Calibration Model and Its Applications for High-Resolution Optical Satellite Imagery
Author: Wang, Mi and Yang, Bo and Hu, Fen and Zang, Xi
Experimental Evaluation of Sentinel-2 Spectral Response Functions for NDVI Time-Series Continuity
Author: D'Odorico, Petra and Gonsamo, Alemu and Damm, Alexander and Schaepman, Michael E.
Fusion algorithm of pixel-based and object-based classiﬁer for remote sensing image classiﬁcation
Author: Zhang, Aiying and Tang, Ping
Multitask Remote Sensing Data Classiﬁcation
Author: Leiva-Murillo, Jose M. and Gomez-Chova, Luis and Camps-Valls, Gustavo
Optical Image Classiﬁcation: A Ground-Truth Design Framework
Author: Pasolli, Edoardo and Melgani, Farid and Alajlan, Naif and Conci, Nicola
Spectral Response Function Comparability Among 21 Satellite Sensors for Vegetation Monitoring
Author: Gonsamo, Alemu and Chen, Jing M.
Comparative analysis of classiﬁcation algorithms and multiple sensor data for land use/land cover classiﬁcation in the Brazilian Amazon
Author: Li, Guiying and Lu, Dengsheng and Moran, Emilio and Sant'Anna, Sidnei João Siqueira
Mapping Cropland Distributions Using a Hard and Soft Classiﬁcation Model
Author: Pan, Yaozhong and Hu, Tangao and Zhu, Xiufang and Zhang, Jinshui and Wang, Xiaodong
Multiscale Classiﬁcation of Remote Sensing Images
Author: dos Santos, Jefersson Alex and Gosselin, Philippe-Henri and Philipp-Foliguet, Sylvie and da S. Torres, Ricardo and Falao, Alexandre Xavier
Spatial analysis of remote sensing image classiﬁcation accuracy
Author: Comber, Alexis and Fisher, Peter and Brunsdon, Chris and Khmag, Abdulhakim
TEMPORAL INDICES DATA FOR SPECIFIC CROP DISCRIMINATION USING FUZZY BASED NOISE CLASSIFIER
Author: Musande, V. and Kumar, A. and Kale, K. and Roy, P. S.
Mapping double-cropped irrigated rice ﬁelds in Taiwan using time-series Satellite Pour I'Observation de la Terre data
Author: Chen, Chi-Farn and Huang, Su-Wei and Son, Nguyen-Thanh and Chang, Li-Yu
Virtual Interpretation of Earth Web-Interface Tool (VIEW-IT) for Collecting Land-Use/Land-Cover Reference Data
Author: Clark, Matthew L. and Aide, T. Mitchell
- Classification algorithms
- Classification approaches
- Classification techniques