Lithological classification by PCA-QPSO-LSSVM method with thermal infrared hyper-spectral data

UAV applications to assess short-term dynamics of slow-moving landslides under dense forest cover

(2022) Viorel Ilinca et al.   Landslides

Evaluating the VNIR-SWIR datasets of WorldView-3 for lithological mapping of a metamorphic-igneous terrain using Support Vector Machine algorithm; a case study of Central Iran

(2021) Sogand Karimzadeh et al.   ADVANCES IN SPACE RESEARCH

Quality Assessment of Photogrammetric Models for Façade and Building Reconstruction Using DJI Phantom 4 RTK

(2020) Yuri Taddia et al.   Remote Sensing

Drones in carbonate geology: Opportunities and challenges, and application in diagenetic dolomite geobody mapping

(2018) M.Y.A. Madjid et al.   MARINE AND PETROLEUM GEOLOGY

An approach for hyperspectral image classification by optimizing SVM using self organizing map

(2018) Deepak Kumar Jain et al.   Journal of Computational Science

Integration of spectral, thermal, and textural features of ASTER data using Random Forests classification for lithological mapping

(2017) Feizollah Masoumi et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Decision fusion for hyperspectral image classification based on multiple features and locality-preserving analysis

(2017) Zhen Ye et al.   European Journal of Remote Sensing

Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields

(2017) Elham Kordi Ghasrodashti et al.   Geocarto International

Assessment of WorldView-3 Data for Lithological Mapping

(2017) Bei Ye et al.   Remote Sensing

A combination ofk-means clustering and entropy filtering for band selection and classification in hyperspectral images

(2016) A. C. S. Santos et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Temperature and emissivity separation via sparse representation with thermal airborne hyperspectral imager data

(2016) Chengyi Li et al.   Journal of Applied Remote Sensing

Performance of image classification on hyperspectral imagery for lithological mapping

(2016) Nisha Rani et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Detecting of Lithological Units by Using Terrestrial Spectral Data and Remote Sensing Image

(2016) Önder Gürsoy et al.   Journal of the Indian Society of Remote Sensing

Non-Contact Measurement of the Spectral Emissivity through Active/Passive Synergy of CO2 Laser at 10.6 µm and 102F FTIR (Fourier Transform Infrared) Spectrometer

(2016) Ren-Hua Zhang et al.   SENSORS

Adaptive Restoration of Multispectral Datasets used for SVM classification

(2015) Amin Zehtabian et al.   European Journal of Remote Sensing

Spectral transformation of ASTER and Landsat TM bands for lithological mapping of Soghan ophiolite complex, south Iran

(2014) Mohsen Pournamdari et al.   ADVANCES IN SPACE RESEARCH

Hyperspectral Image Classification Based on Quadratic Fisher's Discriminant Analysis and Multi-class Support Vector Machine

(2014) Rig Das et al.   IETE JOURNAL OF RESEARCH

Lithological mapping from hyperspectral data by improved use of spectral angle mapper

(2014) Xiya Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

An efficient semi-supervised classification approach for hyperspectral imagery

(2014) Kun Tan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification of hyperspectral remote sensing images based on simulated annealing genetic algorithm and multiple instance learning

(2014) Hong-min Gao et al.   Journal of Central South University

Improving Lithological Mapping by SVM Classification of Spectral and Morphological Features: The Discovery of a New Chromite Body in the Mawat Ophiolite Complex (Kurdistan, NE Iraq)

(2014) Arsalan Othman et al.   Remote Sensing

Simultaneous feature selection and SVM parameter determination in classification of hyperspectral imagery using Ant Colony Optimization

(2012) Farhad Samadzadegan et al.   CANADIAN JOURNAL OF REMOTE SENSING

Hyperspectral image classification using an unsupervised neuro-fuzzy system

(2012) Fang Qiu   Journal of Applied Remote Sensing

A novel binary tree support vector machine for hyperspectral remote sensing image classification

(2012) Peijun Du et al.   OPTICS COMMUNICATIONS

Spectral angle mapper and object-based classification combined with hyperspectral remote sensing imagery for obtaining land use/cover mapping in a Mediterranean region

(2012) George P. Petropoulos et al.   Geocarto International

Towards automatic lithological classification from remote sensing data using support vector machines

(2011) Le Yu et al.   COMPUTERS & GEOSCIENCES

A new fast algorithm for multiclass hyperspectral image classification with SVM

(2011) S. A. Hosseini et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Textural and knowledge-based lithological classification of remote sensing data in Southwestern Prieska sub-basin, Transvaal Supergroup, South Africa

(2011) Na Li et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Spectral characterization and ASTER-based lithological mapping of an ophiolite complex: A case study from Neyriz ophiolite, SW Iran

(2011) Majid H. Tangestani et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs

(2010) Ferdinando Giacco et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Wavelet SVM in Reproducing Kernel Hilbert Space for hyperspectral remote sensing image classification

(2010) Peijun Du et al.   OPTICS COMMUNICATIONS

An improved quantum-behaved particle swarm optimization method for short-term combined economic emission hydrothermal scheduling

(2009) Songfeng Lu et al.   ENERGY CONVERSION AND MANAGEMENT

Fuzzy segmentation for object‐based image classification

(2009) I. Lizarazo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

(2008) Mingmin Chi et al.   ADVANCES IN SPACE RESEARCH

An improved quantum-behaved particle swarm optimization algorithm with weighted mean best position

(2008) Maolong Xi et al.   APPLIED MATHEMATICS AND COMPUTATION

An improved SVM method P‐SVM for classification of remotely sensed data

(2008) R. Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Correlation-based temperature and emissivity separation algorithm

(2008) Jie Cheng et al.   Science in China. Series D, Earth sciences / Chinese Academy of Sciences