Citations (70)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (12)
Caihong Gao, Qifan Wu, Miles Dyck, Lei Fang & Hailong He. (2022) Greenhouses Detection in Guanzhong Plain, Shaanxi, China: Evaluation of Four Classification Methods in Google Earth Engine. Canadian Journal of Remote Sensing 48:6, pages 747-763.
Read now
Read now
Inos Dhau, Timothy Dube & Terence Darlington Mushore. (2021) Examining the prospects of sentinel-2 multispectral data in detecting and mapping maize streak virus severity in smallholder Ofcolaco farms, South Africa. Geocarto International 36:16, pages 1873-1883.
Read now
Read now
Adel Dameshghi & Mohammad Hossein Refan. (2019) Wind turbine gearbox condition monitoring and fault diagnosis based on multi-sensor information fusion of SCADA and DSER-PSO-WRVM method. International Journal of Modelling and Simulation 39:1, pages 48-72.
Read now
Read now
F. Chen, T.F. Tang & K. Wang. (2015) Sparse smoothing preprocessing of hyperspectral images for improved classification performance. Remote Sensing Letters 6:4, pages 276-285.
Read now
Read now
F. Chen, K. Wang & T.F. Tang. (2014) Hyperspectral image unmixing using a sparse Bayesian model. Remote Sensing Letters 5:7, pages 642-651.
Read now
Read now
BrianA. Johnson. (2013) High-resolution urban land-cover classification using a competitive multi-scale object-based approach. Remote Sensing Letters 4:2, pages 131-140.
Read now
Read now
Pijush Samui, PrasannaH. Gowda, Thomas Oommen, TerryA. Howell, ThomasH. Marek & DanaO. Porter. (2012) Statistical learning algorithms for identifying contrasting tillage practices with Landsat Thematic Mapper data. International Journal of Remote Sensing 33:18, pages 5732-5745.
Read now
Read now
Jianjun Qing, Hong Huo & Tao Fang. (2010) Supervised land cover classification based on the locally reduced convex hull approach. International Journal of Remote Sensing 31:8, pages 2179-2187.
Read now
Read now
A. Guerrero-Curieses, R. Alaiz-Rodríguez & J. Cid-Sueiro. (2009) Cost-sensitive and modular land-cover classification based on posterior probability estimates. International Journal of Remote Sensing 30:22, pages 5877-5899.
Read now
Read now
GilesM. Foody. (2009) Sample size determination for image classification accuracy assessment and comparison. International Journal of Remote Sensing 30:20, pages 5273-5291.
Read now
Read now
Mahesh Pal. (2009) KERNEL METHODS IN REMOTE SENSING: A REVIEW. ISH Journal of Hydraulic Engineering 15:sup1, pages 194-215.
Read now
Read now
I. Lizarazo. (2008) SVM‐based segmentation and classification of remotely sensed data. International Journal of Remote Sensing 29:24, pages 7277-7283.
Read now
Read now
Articles from other publishers (58)
Heze You, Jiangong Zhu, Xueyuan Wang, Bo Jiang, Xuezhe Wei & Haifeng Dai. (2023) Nonlinear aging knee-point prediction for lithium-ion batteries faced with different application scenarios. eTransportation 18, pages 100270.
Crossref
Crossref
琤 孙. (2023) Hyperspectral Image Classification Based on Composite Kernel Relevance Vector Machine. Computer Science and Application 13:07, pages 1399-1408.
Crossref
Crossref
Syaharuddin, Fatmawati & Herry Suprajitno. Accuracy rate of relevance vector machine with modified algorithm: A meta-analysis. Accuracy rate of relevance vector machine with modified algorithm: A meta-analysis.
Janusz Sobieraj, Marcos Fernández & Dominik Metelski. (2022) A Comparison of Different Machine Learning Algorithms in the Classification of Impervious Surfaces: Case Study of the Housing Estate Fort Bema in Warsaw (Poland). Buildings 12:12, pages 2115.
Crossref
Crossref
Shobitha Shetty, Prasun Kumar Gupta, Mariana Belgiu & S. K. Srivastav. (2021) Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth Engine. Remote Sensing 13:8, pages 1433.
Crossref
Crossref
Zhenzhen Huang, Qiang Niu, Ilsun You & Giovanni Pau. (2021) Acceleration Feature Extraction of Human Body Based on Wearable Devices. Energies 14:4, pages 924.
Crossref
Crossref
Kriti & Urvashi Garg. (2021) A comprehensive review of HSI in diverse research domains. Materials Today: Proceedings.
Crossref
Crossref
D. Naresh Kumar & T. Madhu. (2020) Subcategories Multiple Uses of Land Recognized by Land Use and Land Cover Classification System Using LISS-III and NRSC Enumerate Data: Case Study at Medchal Mandal, Hyderabad, India. Asian Journal of Atmospheric Environment 14:4, pages 394-412.
Crossref
Crossref
Davoud Ashourloo, Hamid Salehi Shahrabi, Mohsen Azadbakht, Amir Moeini Rad, Hossein Aghighi & Soheil Radiom. (2020) A novel method for automatic potato mapping using time series of Sentinel-2 images. Computers and Electronics in Agriculture 175, pages 105583.
Crossref
Crossref
Zhiou Xu, Juan Zhao, Yi Yu & Haijun Zeng. (2020) Improved 1D-CNNs for behavior recognition using wearable sensor network. Computer Communications 151, pages 165-171.
Crossref
Crossref
Jian Huang, Xu Yang, Yuri A. W. Shardt & Xuefeng Yan. (2020) Fault Classification in Dynamic Processes Using Multiclass Relevance Vector Machine and Slow Feature Analysis. IEEE Access 8, pages 9115-9123.
Crossref
Crossref
Xiufang Zhu, Nan Li & Yaozhong Pan. (2019) Optimization Performance Comparison of Three Different Group Intelligence Algorithms on a SVM for Hyperspectral Imagery Classification. Remote Sensing 11:6, pages 734.
Crossref
Crossref
Alok Kumar Samantaray, Gurjeet Singh, Meenu Ramadas & Rabindra Kumar Panda. (2018) Drought hotspot analysis and risk assessment using probabilistic drought monitoring and severity–duration–frequency analysis. Hydrological Processes 33:3, pages 432-449.
Crossref
Crossref
Anasua Sarkar & Rajib Das. 2019. Geospatial Intelligence. Geospatial Intelligence
636
669
.
Patrick Bogaert, François Waldner & Pierre Defourny. (2016) An information-based criterion to measure pixel-level thematic uncertainty in land cover classifications. Stochastic Environmental Research and Risk Assessment 31:9, pages 2297-2312.
Crossref
Crossref
Wei Zhu, Victoria Chayes, Alexandre Tiard, Stephanie Sanchez, Devin Dahlberg, Andrea L. Bertozzi, Stanley Osher, Dominique Zosso & Da Kuang. (2017) Unsupervised Classification in Hyperspectral Imagery With Nonlocal Total Variation and Primal-Dual Hybrid Gradient Algorithm. IEEE Transactions on Geoscience and Remote Sensing 55:5, pages 2786-2798.
Crossref
Crossref
Ujjwal Maulik & Debasis Chakraborty. (2017) Remote Sensing Image Classification: A survey of support-vector-machine-based advanced techniques. IEEE Geoscience and Remote Sensing Magazine 5:1, pages 33-52.
Crossref
Crossref
Jun Liu, Xiran Zhou, Junyi Huang, Shuguang Liu, Huali Li, Shan Wen & Junchen Liu. (2015) Semantic classification for hyperspectral image by integrating distance measurement and relevance vector machine. Multimedia Systems 23:1, pages 95-104.
Crossref
Crossref
Jianchuan Bai, Kewen Xia, Yongliang Lin & Panpan Wu. (2017) Attribute Reduction Based on Consistent Covering Rough Set and Its Application. Complexity 2017, pages 1-9.
Crossref
Crossref
Giles Foody, Mahesh Pal, Duccio Rocchini, Carol Garzon-Lopez & Lucy Bastin. (2016) The Sensitivity of Mapping Methods to Reference Data Quality: Training Supervised Image Classifications with Imperfect Reference Data. ISPRS International Journal of Geo-Information 5:11, pages 199.
Crossref
Crossref
Karin M. Kettenring, Karen E. Mock, Bushra Zaman & Mac McKee. (2016) Life on the edge: reproductive mode and rate of invasive Phragmites australis patch expansion. Biological Invasions 18:9, pages 2475-2495.
Crossref
Crossref
Rui Li, Xiaodan Wang, Lei Lei & Zhengchong Zhao. (2016) Probabilities modeling of multi-class based on relevance vector machine. Probabilities modeling of multi-class based on relevance vector machine.
Cristina Gómez, Joanne C. White & Michael A. Wulder. (2016) Optical remotely sensed time series data for land cover classification: A review. ISPRS Journal of Photogrammetry and Remote Sensing 116, pages 55-72.
Crossref
Crossref
Laxmi Kant Tiwari, Satish K. Sinha, Sameer Saran, Valentyn A. Tolpekin & Penumetcha L. N. Raju. (2016) Forest encroachment mapping in Baratang Island, India, using maximum likelihood and support vector machine classifiers. Journal of Applied Remote Sensing 10:1, pages 016016.
Crossref
Crossref
Sarp K Arsava, Jo Woon Chong & Yeesock Kim. (2014) A novel health monitoring scheme for smart structures. Journal of Vibration and Control 22:2, pages 530-548.
Crossref
Crossref
Anasua Sarkar & Rajib Das. 2016. Hybrid Soft Computing Approaches. Hybrid Soft Computing Approaches
305
327
.
Yaguo Lei, Zongyao Liu, Xionghui Wu, Naipeng Li, Wu Chen & Jing Lin. (2015) Health condition identification of multi-stage planetary gearboxes using a mRVM-based method. Mechanical Systems and Signal Processing 60-61, pages 289-300.
Crossref
Crossref
Fabian Löw, Patrick Knöfel & Christopher Conrad. (2015) Analysis of uncertainty in multi-temporal object-based classification. ISPRS Journal of Photogrammetry and Remote Sensing 105, pages 91-106.
Crossref
Crossref
Anasua Sarkar & Rajib Das. 2015. Handbook of Research on Swarm Intelligence in Engineering. Handbook of Research on Swarm Intelligence in Engineering
435
468
.
Yi Zhang, Jinchang Ren & Jianmin Jiang. (2015) Combining MLC and SVM Classifiers for Learning Based Decision Making: Analysis and Evaluations. Computational Intelligence and Neuroscience 2015, pages 1-8.
Crossref
Crossref
Dee Shi & Xiaojun Yang. 2015. Monitoring and Modeling of Global Changes: A Geomatics Perspective. Monitoring and Modeling of Global Changes: A Geomatics Perspective
265
279
.
Cameron A. MacKenzie, Theodore B. Trafalis & Kash Barker. (2014) A Bayesian beta kernel model for binary classification and online learning problems. Statistical Analysis and Data Mining: The ASA Data Science Journal 7:6, pages 434-449.
Crossref
Crossref
Jie-Lun Chiang, Jun-Jih Liou, Chiang Wei & Ke-Sheng Cheng. (2014) A Feature-Space Indicator Kriging Approach for Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing 52:7, pages 4046-4055.
Crossref
Crossref
Björn Waske & Jón Atli Benediktsson. 2014. Encyclopedia of Remote Sensing. Encyclopedia of Remote Sensing
503
509
.
F. Löw, U. Michel, S. Dech & C. Conrad. (2013) Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines. ISPRS Journal of Photogrammetry and Remote Sensing 85, pages 102-119.
Crossref
Crossref
Gulsen Taskin Kaya. (2013) A Hybrid Model for Classification of Remote Sensing Images With Linear SVM and Support Vector Selection and Adaptation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6:4, pages 1988-1997.
Crossref
Crossref
Prashant K. Srivastava, Dawei Han, Miguel Rico Ramirez & Tanvir Islam. (2013) Machine Learning Techniques for Downscaling SMOS Satellite Soil Moisture Using MODIS Land Surface Temperature for Hydrological Application. Water Resources Management 27:8, pages 3127-3144.
Crossref
Crossref
A. Erener. (2013) Classification method, spectral diversity, band combination and accuracy assessment evaluation for urban feature detection. International Journal of Applied Earth Observation and Geoinformation 21, pages 397-408.
Crossref
Crossref
Xiaojun Yang & Jonathan LiMahesh Pal. 2012. Advances in Mapping from Remote Sensor Imagery. Advances in Mapping from Remote Sensor Imagery
69
90
.
Hong Huo, Jianjun Qing, Tao Fang & Nan Li. (2012) Land Cover Classification Using Local Softened Affine Hull. IEEE Transactions on Geoscience and Remote Sensing 50:11, pages 4369-4383.
Crossref
Crossref
Mahesh Pal & Giles M. Foody. (2012) Evaluation of SVM, RVM and SMLR for Accurate Image Classification With Limited Ground Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5:5, pages 1344-1355.
Crossref
Crossref
Erin L. Hestir, Jonathan A. Greenberg & Susan L. Ustin. (2012) Classification Trees for Aquatic Vegetation Community Prediction From Imaging Spectroscopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5:5, pages 1572-1584.
Crossref
Crossref
Ribana Roscher, Björn Waske & Wolfgang Forstner. (2012) Incremental Import Vector Machines for Classifying Hyperspectral Data. IEEE Transactions on Geoscience and Remote Sensing 50:9, pages 3463-3473.
Crossref
Crossref
Dibyajyoti Chutia, Dhruba Kumar Bhattacharyya & S. Sudhakar. (2012) Effective feature extraction approach for fused images of Cartosat-I and Landsat ETM+ satellite sensors. Applied Geomatics 4:3, pages 217-224.
Crossref
Crossref
Xiangjuan Li, Xian Sun, Hongqi Wang, Yu Li & Hao Sun. (2012) Multiple kernel relevance vector machine for geospatial objects detection in high-resolution remote sensing images. Journal of Electronics (China) 29:5, pages 353-360.
Crossref
Crossref
Hua Zhang, Wenzhong Shi & Kimfung Liu. (2012) Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed Image Classification. IEEE Transactions on Geoscience and Remote Sensing 50:3, pages 850-862.
Crossref
Crossref
Chao Dong & Lianfang Tian. (2012) Accelerating Relevance-Vector-Machine-Based Classification of Hyperspectral Image with Parallel Computing. Mathematical Problems in Engineering 2012, pages 1-13.
Crossref
Crossref
Rama Rao Nidamanuri & Bernd Zbell. (2011) Transferring spectral libraries of canopy reflectance for crop classification using hyperspectral remote sensing data. Biosystems Engineering 110:3, pages 231-246.
Crossref
Crossref
Javad Afshar Jahanshahi & Mohammad Eslami. (2011) On the performance of SVM based jamming attacks detection algorithm in base station. On the performance of SVM based jamming attacks detection algorithm in base station.
Qi Xu, Liangming Liu, Zheng Zhou & Lefei Zhang. (2011) Detection of river ice using relevance vector machine. Detection of river ice using relevance vector machine.
Bjorn Waske, Ribana Roscher & Sascha Klemenjak. (2011) Import vector machines based classification of multisensor remote sensing data. Import vector machines based classification of multisensor remote sensing data.
Javad Afshar Jahanshahi, Seyed Ali Ghorashi & Mohammad Eslami. (2011) A support vector machine based algorithm for jamming attacks detection in cellular networks. A support vector machine based algorithm for jamming attacks detection in cellular networks.
Fereidoun A. Mianji & Ye Zhang. (2011) Robust Hyperspectral Classification Using Relevance Vector Machine. IEEE Transactions on Geoscience and Remote Sensing 49:6, pages 2100-2112.
Crossref
Crossref
Giorgos Mountrakis, Jungho Im & Caesar Ogole. (2011) Support vector machines in remote sensing: A review. ISPRS Journal of Photogrammetry and Remote Sensing 66:3, pages 247-259.
Crossref
Crossref
Fereidoun A. Mianji, Ye Zhang & Asad Babakhani. (2011) Nonlinear discriminant analysis and RVM for efficient classification of small land-cover patches. Nonlinear discriminant analysis and RVM for efficient classification of small land-cover patches.
Xiaojun Yang. (2011) Parameterizing Support Vector Machines for Land Cover Classification. Photogrammetric Engineering & Remote Sensing 77:1, pages 27-37.
Crossref
Crossref
Fereidoun A. Mianji & Ye Zhang. (2010) Improved hyperspectral land-cover analysis using relevance vector machine. Improved hyperspectral land-cover analysis using relevance vector machine.
T. Kavzoglu & I. Colkesen. (2009) A kernel functions analysis for support vector machines for land cover classification. International Journal of Applied Earth Observation and Geoinformation 11:5, pages 352-359.
Crossref
Crossref