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This leads to a great interest regarding 3D image feature extraction and classification techniques. ... The method could be used in textured volumetric data classification tasks. ... Figure 1 shows the diagram which describes the BM3DELBP feature extraction process. A textured image is used as input for the feature extraction system. ...doi:10.3390/app11052332 doaj:e30fcd6bcf36473abbe35ba5f61314e0 fatcat:sdyqucblfnevdaoexudgne6gt4
Within this context, we propose a deep learning-based feature extraction method for the identification of plant species and the classification of plant leaf diseases. ... In our approach, texture features are extracted from different layers of pre-trained Convolutional Neural Network models and are later applied to a machine-learning classifier. ... Also, in order to improve the robustness to Gaussian noise, the Block Matching and 3D Filtering Extended Local Binary Patterns (BM3DELBP) was introduced by us in  . ...doi:10.1109/access.2021.3131002 fatcat:pms4z3xm2nejjdkkebgaaaohee