Results 31 to 40 of about 75,969 (161)
A New LBP Variant: Corner Rhombus Shape LBP (CRSLBP)
Journal of Imaging, 2022 The local binary model is a straightforward, dependable, and effective method for extracting relevant local information from images. However, because it only uses sign information in the local region, the local binary pattern (LBP) is ineffective at ...
Ibtissam Al Saidi +2 more
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Mimicking human texture classification [PDF]
SPIE Proceedings, 2005 In an attempt to mimic human (colorful) texture classification by a clustering algorithm three lines of research have been encountered, in which as test set 180 texture images (both their color and gray-scale equivalent) were drawn from the OuTex and VisTex databases.
Rikxoort, E.M. van +2 more
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GeomaticsSemantic segmentation of remotely sensed images for building footprint recognition has been extensively researched, and several supervised and unsupervised approaches have been presented and adopted.
Rizwan Ahmed Ansari +2 more
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Block-based cloud classification with statistical features and distribution of local texture features [PDF]
Atmospheric Measurement Techniques, 2015 This work performs cloud classification on all-sky images. To deal with mixed cloud types in one image, we propose performing block division and block-based classification.
H.-Y. Cheng, C.-C. Yu
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EURASIP Journal on Advances in Signal Processing, 2005 An appropriate definition and efficient computation of similarity (or distance) measures between two stochastic models are of theoretical and practical interest.
Chen Ling, Man Hong
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Classification of Hydrological Relevant Parameters by Soil Hydraulic Behaviour
Geosciences, 2019 Soil water simulations on hydrological meso- or macroscale require parameters that describe the physical characteristics of the soil. At these scales, information regarding soil properties is mostly only available on very coarse spatial resolutions with ...
Phillip Kreye +3 more
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Multi-Threshold Corner Detection and Region Matching Algorithm Based on Texture Classification
IEEE Access, 2019 In order to address the unreasonable distributed corners in single threshold Harris detection and expensive computation cost incurred from image region matching performed by normalized cross correlation (NCC) algorithm, multi-threshold corner detection ...
Zetian Tang +6 more
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Multi-Resolution Intrinsic Texture Geometry-Based Local Binary Pattern for Texture Classification
IEEE Access, 2020 In this paper, we propose a new hybrid Local Binary Pattern (LBP) based on Hessian matrix and Attractive Center-Symmetric LBP (ACS-LBP), called Hess-ACS-LBP.d The Hessian matrix provides the directional derivative information of different texture regions,
Nuh Alpaslan, Kazim Hanbay
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FPGA Implementation of Generalized Hebbian Algorithm for Texture Classification
Sensors, 2012 This paper presents a novel hardware architecture for principal component analysis. The architecture is based on the Generalized Hebbian Algorithm (GHA) because of its simplicity and effectiveness.
Wei-Hao Lee +2 more
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IEEE Access, 2021 This paper studies the use of deep-learning models (AlexNet, VggNet, ResNet) pre-trained on object categories (ImageNet) in applied texture classification problems such as plant disease detection tasks.
Stefania Barburiceanu +4 more
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