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Original Articles

Multivariate texture‐based segmentation of remotely sensed imagery for extraction of objects and their uncertainty

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Pages 2917-2936 | Published online: 22 Feb 2007

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Ibtissam Al Saidi, Mohammed Rziza & Johan Debayle. (2023) Completed homogeneous LBP for remote sensing image classification. International Journal of Remote Sensing 44:12, pages 3815-3836.
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Jenicka S.. 2018. Optimization Techniques for Problem Solving in Uncertainty. Optimization Techniques for Problem Solving in Uncertainty 226 261 .
Jenicka S. 2018. Handbook of Research on Emergent Applications of Optimization Algorithms. Handbook of Research on Emergent Applications of Optimization Algorithms 326 363 .
Karan Aggarwal, Manjit Singh Bhamrah & Hardeep Singh Ryait. 2018. Innovations in Computational Intelligence. Innovations in Computational Intelligence 93 101 .
Ravinder Kumar. (2017) Fingerprint Matching Using Rotational Invariant Orientation Local Binary Pattern Descriptor and Machine Learning Techniques. International Journal of Computer Vision and Image Processing 7:4, pages 51-67.
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Norhene Gargouri Ben Ayed, Malek Gargouri Larousi, Alima Dammak Masmoudi, Dorra Sellami Masmoudi & Riadh Abid. (2014) Multi-scale Gray Level and Local Difference for texture classification. Multi-scale Gray Level and Local Difference for texture classification.
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Abdolhossein Fathi & Ahmad Reza Naghsh-Nilchi. (2012) Integrating adaptive neuro-fuzzy inference system and local binary pattern operator for robust retinal blood vessels segmentation. Neural Computing and Applications 22:S1, pages 163-174.
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A. Suruliandi, K. Meena & R. Reena Rose. (2012) Local binary pattern and its derivatives for face recognition. IET Computer Vision 6:5, pages 480-488.
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Abdolhossein Fathi & Ahmad Reza Naghsh-Nilchi. (2012) Noise tolerant local binary pattern operator for efficient texture analysis. Pattern Recognition Letters 33:9, pages 1093-1100.
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Crossref
Di Huang, Caifeng Shan, Mohsen Ardabilian, Yunhong Wang & Liming Chen. (2011) Local Binary Patterns and Its Application to Facial Image Analysis: A Survey. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 41:6, pages 765-781.
Crossref
Francesco Bianconi & Antonio Fernández. (2011) On the Occurrence Probability of Local Binary Patterns: A Theoretical Study. Journal of Mathematical Imaging and Vision 40:3, pages 259-268.
Crossref
S. Jenicka & A. Suruliandi. (2011) Empirical evaluation of distance measures for supervised classification of remotely sensed image with Modified Multivariate Local Binary Pattern. Empirical evaluation of distance measures for supervised classification of remotely sensed image with Modified Multivariate Local Binary Pattern.
Vincent Barra. 2011. Computer Vision, Imaging and Computer Graphics. Theory and Applications. Computer Vision, Imaging and Computer Graphics. Theory and Applications 67 80 .
Matti Pietikäinen, Abdenour Hadid, Guoying Zhao & Timo AhonenMatti Pietikäinen, Abdenour Hadid, Guoying Zhao & Timo Ahonen. 2011. Computer Vision Using Local Binary Patterns. Computer Vision Using Local Binary Patterns 69 79 .
Sunil Bhaskaran, Shanka Paramananda & Maria Ramnarayan. (2010) Per-pixel and object-oriented classification methods for mapping urban features using Ikonos satellite data. Applied Geography 30:4, pages 650-665.
Crossref
Alfred Stein & Mamushet Zewuge Yifru. (2010) Stereological Estimation of Uncertain and Changing Objects from Remote Sensing Image Mining. Transactions in GIS 14:4, pages 481-496.
Crossref
Z A Latif & G A Blackburn. (2010) Extraction of gap and canopy properties using LiDAR and multispectral data for forest microclimate modelling. Extraction of gap and canopy properties using LiDAR and multispectral data for forest microclimate modelling.
Duccio Rocchini. (2010) While Boolean sets non-gently rip: A theoretical framework on fuzzy sets for mapping landscape patterns. Ecological Complexity 7:1, pages 125-129.
Crossref
Alfred Stein. 2010. Methods for Handling Imperfect Spatial Information. Methods for Handling Imperfect Spatial Information 243 268 .
R. Harrabi, M. Sayadi & F. Fnaiech. (2009) Higher order statistics applied to image segmentation. Higher order statistics applied to image segmentation.
Debasish Chakraborty, Gautam Kumar Sen & Sugata Hazra. (2009) High-resolution satellite image segmentation using Hölder exponents. Journal of Earth System Science 118:5, pages 609-617.
Crossref
Alfred Stein, Mamushet Yifru & Petra Budde. 2009. Spatial Data Quality. Spatial Data Quality 139 146 .
Alfred Stein, Petra Budde & Mamushet Zewuge Yifru. 2009. Research Trends in Geographic Information Science. Research Trends in Geographic Information Science 135 150 .
Guang Han & Chunxia Zhao. (2008) A Scene Images Classification Method Based on Local Binary Patterns and Nearest-Neighbor Classifier. A Scene Images Classification Method Based on Local Binary Patterns and Nearest-Neighbor Classifier.
Hui Zhou, Runsheng Wang & Cheng Wang. (2008) A novel extended local-binary-pattern operator for texture analysis. Information Sciences 178:22, pages 4314-4325.
Crossref
L. P. Abeigne Ella, F. van den Bergh, B. J. van Wyk & M. A. van Wyk. (2008) A Comparison of Texture Feature Algorithms for Urban Settlement Classification. A Comparison of Texture Feature Algorithms for Urban Settlement Classification.
Guiyun Zhou & Nina S.-N. Lam. (2008) Reducing Edge Effects in the Classification of High Resolution Imagery. Photogrammetric Engineering & Remote Sensing 74:4, pages 431-441.
Crossref
Alfred Stein. (2008) Modern developments in image mining. Science in China Series E: Technological Sciences 51:S1, pages 13-25.
Crossref
Gerrit Gort, Alfred Stein & Arko Lucieer. 2007. Image Processing for Remote Sensing. Image Processing for Remote Sensing 325 339 .
S. Berberoglu, P.J. Curran, C.D. Lloyd & P.M. Atkinson. (2007) Texture classification of Mediterranean land cover. International Journal of Applied Earth Observation and Geoinformation 9:3, pages 322-334.
Crossref
Harald van der Werff, Frank van Ruitenbeek & Freek van der Meer. (2007) Geological mapping on Mars by segmentation of hyperspectral OMEGA data. Geological mapping on Mars by segmentation of hyperspectral OMEGA data.

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