Citations (56)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (6)
Willian Vieira de Oliveira, Luciano Vieira Dutra & Sidnei João Siqueira Sant’Anna. (2022) A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data. International Journal of Remote Sensing 43:18, pages 6741-6765.
Read now
Read now
Reza Seifi Majdar & Hassan Ghassemian. (2022) Spectral-spatial classification fusion for hyperspectral images in the probabilistic framework via arithmetic optimization Algorithm. International Journal of Image and Data Fusion 13:3, pages 262-277.
Read now
Read now
Shengyuan Zou & Le Wang. (2020) Individual Vacant House Detection in Very-High-Resolution Remote Sensing Images. Annals of the American Association of Geographers 110:2, pages 449-461.
Read now
Read now
Xianghai Cao, Renjie Li, Yiming Ge, Bin Wu & Licheng Jiao. (2019) Densely connected deep random forest for hyperspectral imagery classification. International Journal of Remote Sensing 40:9, pages 3606-3622.
Read now
Read now
Mryka Hall-Beyer. (2017) Practical guidelines for choosing GLCM textures to use in landscape classification tasks over a range of moderate spatial scales. International Journal of Remote Sensing 38:5, pages 1312-1338.
Read now
Read now
Wojciech Drzewiecki, Anna Wawrzaszek, Michał Krupiński, Sebastian Aleksandrowicz & Katarzyna Bernat. (2016) Applicability of multifractal features as global characteristics of WorldView-2 panchromatic satellite images. European Journal of Remote Sensing 49:1, pages 809-834.
Read now
Read now
Articles from other publishers (50)
Abolfazl Abdollahi & Marta Yebra. (2023) Forest fuel type classification: Review of remote sensing techniques, constraints and future trends. Journal of Environmental Management 342, pages 118315.
Crossref
Crossref
Jiajun Zheng, Huqing Liang, Shaoquan Zhang, Fan Li, Pengfei Lai, Shengqian Wang & Chengzhi Deng. (2023) Multiscale Spatial Sparse Unmixing for Remotely Sensed Hyperspectral Imagery. Multiscale Spatial Sparse Unmixing for Remotely Sensed Hyperspectral Imagery.
Rosa Maria Cavalli. (2023) Spatial Validation of Spectral Unmixing Results: A Systematic Review. Remote Sensing 15:11, pages 2822.
Crossref
Crossref
Linyuan Li, Xihan Mu, Hailan Jiang, Francesco Chianucci, Ronghai Hu, Wanjuan Song, Jianbo Qi, Shouyang Liu, Jiaxin Zhou, Ling Chen, Huaguo Huang & Guangjian Yan. (2023) Review of ground and aerial methods for vegetation cover fraction (fCover) and related quantities estimation: definitions, advances, challenges, and future perspectives. ISPRS Journal of Photogrammetry and Remote Sensing 199, pages 133-156.
Crossref
Crossref
陈善学 Chen Shanxue & 胡之源 Hu Zhiyuan. (2023) 基于空谱约束的加权稀疏柯西非负矩阵分解高光谱解混. Laser & Optoelectronics Progress 60:10, pages 1028006.
Crossref
Crossref
Guichen Zhang, Paul Scheunders & Daniele Cerra. (2023) Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-16.
Crossref
Crossref
Mohsen Ghanbari, Linlin Xu & David A. Clausi. (2023) Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 3892-3904.
Crossref
Crossref
Haobin Wang, Dandan Xu, Dong Zhang, Yihan Pu & Zhaoqing Luan. (2022) Shoreline Dynamics of Chongming Island and Driving Factor Analysis Based on Landsat Images. Remote Sensing 14:14, pages 3305.
Crossref
Crossref
N. Karasiak, J.-F. Dejoux, C. Monteil & D. Sheeren. (2021) Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing. Machine Learning 111:7, pages 2715-2740.
Crossref
Crossref
Pattathal V. Arun & Arnon Karnieli. (2022) Learning of physically significant features from earth observation data: an illustration for crop classification and irrigation scheme detection. Neural Computing and Applications 34:13, pages 10929-10948.
Crossref
Crossref
Meiping Song, Ying Li, Tingting Yang & Dayong Xu. (2022) Spatial Potential Energy Weighted Maximum Simplex Algorithm for Hyperspectral Endmember Extraction. Remote Sensing 14:5, pages 1192.
Crossref
Crossref
Narimane Zaabar, Simona Niculescu & Mihoubi Mustapha Kamel. (2022) Application of Convolutional Neural Networks With Object-Based Image Analysis for Land Cover and Land Use Mapping in Coastal Areas: A Case Study in Ain Témouchent, Algeria. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 5177-5189.
Crossref
Crossref
Anjali Madhu, Anil Kumar & Peng Jia. (2021) Exploring Fuzzy Local Spatial Information Algorithms for Remote Sensing Image Classification. Remote Sensing 13:20, pages 4163.
Crossref
Crossref
Basam Dahy, Salem Issa & Nazmi Saleous. (2021) Detecting and mapping mature, medium, and young age date palms in the arid lands of Abu Dhabi, using hierarchical integrated approach (HIA). Remote Sensing Applications: Society and Environment 23, pages 100584.
Crossref
Crossref
Camila Furlan de Souza, Veraldo Liesenberg, Marcos Benedito Schimalski & Philipe Ricardo Casemiro Soares. (2021) Evaluating the monetary environmental compensation over a Hydroelectric Power Plant based on opportunity cost simulation, GIS, and remote sensing images. Remote Sensing Applications: Society and Environment 23, pages 100573.
Crossref
Crossref
Amira Ayadi, Mongi Boulehmi & Imed Riadh Farah. (2021) Proposed Architecture for Hyperspectral Image Parallel Processing Methods Based on GPU. Proposed Architecture for Hyperspectral Image Parallel Processing Methods Based on GPU.
Pattathal V. Arun & Arnon Karnieli. (2021) Deep Learning-Based Phenological Event Modeling for Classification of Crops. Remote Sensing 13:13, pages 2477.
Crossref
Crossref
Alan J.X. Guo & Fei Zhu. (2021) Improving deep hyperspectral image classification performance with spectral unmixing. Signal Processing 183, pages 107949.
Crossref
Crossref
Argheesh Bhanot, Celine Meillier, Fabrice Heitz & Laura Harsan. (2021) Spatially Constrained Online Dictionary Learning for Source Separation. IEEE Transactions on Image Processing 30, pages 3217-3228.
Crossref
Crossref
Burkni Palsson, Magnus O. Ulfarsson & Johannes R. Sveinsson. (2021) Convolutional Autoencoder for Spectral–Spatial Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing 59:1, pages 535-549.
Crossref
Crossref
L.T. Tsoeleng, J. Odindi, P. Mhangara & O. Malahlela. (2020) Assessing the performance of the multi-morphological profiles in urban land cover mapping using pixel based classifiers and very high resolution satellite imagery. Scientific African 10, pages e00629.
Crossref
Crossref
Dandan Xu, Qinghong Geng, Changshan Jin, Zikun Xu & Xia Xu. (2020) Tree Line Identification and Dynamics under Climate Change in Wuyishan National Park Based on Landsat Images. Remote Sensing 12:18, pages 2890.
Crossref
Crossref
Dandan Xu, Dong Zhang, Dan Shi & Zhaoqing Luan. (2020) Automatic Extraction of Open Water Using Imagery of Landsat Series. Water 12:7, pages 1928.
Crossref
Crossref
Emanuele Barca, Annamaria Castrignanò, Sergio Ruggieri & Michele Rinaldi. (2020) A new supervised classifier exploiting spectral-spatial information in the Bayesian framework. International Journal of Applied Earth Observation and Geoinformation 86, pages 101990.
Crossref
Crossref
Hong Zhang, Zhiwei Wu, Tian Lan, Yanyu Chen & Peichao Gao. (2020) Calculating the Wasserstein Metric-Based Boltzmann Entropy of a Landscape Mosaic. Entropy 22:4, pages 381.
Crossref
Crossref
Reza Khatami, Jane Southworth, Carly Muir, Trevor Caughlin, Alemayehu N. Ayana, Daniel G. Brown, Chuan Liao & Arun Agrawal. (2020) Operational Large-Area Land-Cover Mapping: An Ethiopia Case Study. Remote Sensing 12:6, pages 954.
Crossref
Crossref
Reza Seifi Majdar & Hassan Ghassemian. (2019) A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images. Earth Science Informatics 13:1, pages 55-69.
Crossref
Crossref
Dharambhai Shah, Tanish Zaveri, Yogesh N. Trivedi & Antonio Plaza. (2020) Entropy-Based Convex Set Optimization for Spatial–Spectral Endmember Extraction From Hyperspectral Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 4200-4213.
Crossref
Crossref
Zeynep ŞENER & Melis UZAR. (2019) Nesne tabanlı görüntü analizinde yeni trend - ontoloji. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 35:1, pages 479-494.
Crossref
Crossref
Mario Gilcher, Thorsten Ruf, Christoph Emmerling & Thomas Udelhoven. (2019) Remote Sensing Based Binary Classification of Maize. Dealing with Residual Autocorrelation in Sparse Sample Situations. Remote Sensing 11:18, pages 2172.
Crossref
Crossref
Le Wang, Mingming Jia, Dameng Yin & Jinyan Tian. (2019) A review of remote sensing for mangrove forests: 1956–2018. Remote Sensing of Environment 231, pages 111223.
Crossref
Crossref
Tamojay Deb, Anjan K. Ghosh & Anjan Mukherjee. (2019) Image Approximation using Singular Value Decomposition vs the Spatial Information. Image Approximation using Singular Value Decomposition vs the Spatial Information.
Yingxia Pu, Xinyi Zhao, Guangqing Chi, Shuhe Zhao, Jiechen Wang, Zhibin Jin & Junjun Yin. (2019) Design and implementation of a parallel geographically weighted k-nearest neighbor classifier. Computers & Geosciences 127, pages 111-122.
Crossref
Crossref
Puneet Mishra, Alison Nordon, Mohd Shahrimie Mohd Asaari, Guoping Lian & Sally Redfern. (2019) Fusing spectral and textural information in near-infrared hyperspectral imaging to improve green tea classification modelling. Journal of Food Engineering 249, pages 40-47.
Crossref
Crossref
Maximilian Brell, Karl Segl, Luis Guanter & Bodo Bookhagen. (2019) 3D hyperspectral point cloud generation: Fusing airborne laser scanning and hyperspectral imaging sensors for improved object-based information extraction. ISPRS Journal of Photogrammetry and Remote Sensing 149, pages 200-214.
Crossref
Crossref
J. Jayanth, V. S. Shalini, T. Ashok Kumar & Shivaprakash Koliwad. (2019) Land-Use/Land-Cover Classification Using Elephant Herding Algorithm. Journal of the Indian Society of Remote Sensing 47:2, pages 223-232.
Crossref
Crossref
Annalisa Appice & Donato Malerba. (2019) Segmentation-aided classification of hyperspectral data using spatial dependency of spectral bands. ISPRS Journal of Photogrammetry and Remote Sensing 147, pages 215-231.
Crossref
Crossref
Mingzhu Du, Le Wang, Shengyuan Zou & Chen Shi. (2018) Modeling the Census Tract Level Housing Vacancy Rate with the Jilin1-03 Satellite and Other Geospatial Data. Remote Sensing 10:12, pages 1920.
Crossref
Crossref
E V Myasnikov. (2018) Nonlinear dimensionality reduction of hyperspectral images based on spectral angles and exploiting the spatial context. Journal of Physics: Conference Series 1096, pages 012037.
Crossref
Crossref
Jacinta Holloway & Kerrie Mengersen. (2018) Statistical Machine Learning Methods and Remote Sensing for Sustainable Development Goals: A Review. Remote Sensing 10:9, pages 1365.
Crossref
Crossref
Ce Zhang, Isabel Sargent, Xin Pan, Andy Gardiner, Jonathon Hare & Peter M. Atkinson. (2018) VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images. IEEE Transactions on Geoscience and Remote Sensing 56:8, pages 4507-4521.
Crossref
Crossref
Ce Zhang, Xin Pan, Huapeng Li, Andy Gardiner, Isabel Sargent, Jonathon Hare & Peter M. Atkinson. (2018) A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification. ISPRS Journal of Photogrammetry and Remote Sensing 140, pages 133-144.
Crossref
Crossref
Bartosz Grabowski, Wojciech Masarczyk, Przemysław Głomb & Agata Mendys. (2018) Automatic pigment identification from hyperspectral data. Journal of Cultural Heritage 31, pages 1-12.
Crossref
Crossref
Lian Liu, Xiukun Yang, Mingliang Zhong, Yao Liu, Xiaojun Jing & Qin Yang. (2018) Fourier transform infrared spectroscopy microscopic imaging classification based on spatial–spectral features. Measurement Science and Technology 29:4, pages 045501.
Crossref
Crossref
Yumin Tan, Wei Xia, Bo Xu & Linjie Bai. (2017) Multi-Feature Classification Approach for High Spatial Resolution Hyperspectral Images. Journal of the Indian Society of Remote Sensing 46:1, pages 9-17.
Crossref
Crossref
Evgeny Myasnikov. 2018. Computer Vision and Graphics. Computer Vision and Graphics
263
274
.
Chengbin Deng, Chaojun Li, Zhe Zhu, Weiying Lin & Li Xi. (2017) Subpixel urban impervious surface mapping: the impact of input Landsat images. ISPRS Journal of Photogrammetry and Remote Sensing 133, pages 89-103.
Crossref
Crossref
Darius Phiri & Justin Morgenroth. (2017) Developments in Landsat Land Cover Classification Methods: A Review. Remote Sensing 9:9, pages 967.
Crossref
Crossref
Zhenhong Du, Yiran Zhang, Feng Zhang, Renyi Liu & Yiwen Chen. (2017) Multiple endmember object spectral mixture analysis for high spatial resolution remote sensing imagery of urban areas. Journal of Applied Remote Sensing 11:03, pages 1.
Crossref
Crossref
Evgeny Myasnikov. 2017. Image Analysis and Processing - ICIAP 2017. Image Analysis and Processing - ICIAP 2017
180
190
.