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Titlebook: Image Analysis; 18th Scandinavian Co Joni-Kristian Kämäräinen,Markus Koskela Conference proceedings 2013 Springer-Verlag GmbH Germany, part

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Simple-Graphs Fusion in Image Mosaic: Application to Automated Cell Files Identification in Wood Slito be free of radiometric and geometric corrections inherent in image fusion. We have studied and developed a generic merging method of disjoint graphs for tracking cell alignments in image mosaics of wood.
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Extended 3D Line Segments from RGB-D Data for Pose Estimationm the RGB image and the aligned depth map. 3D line segments are then reconstructed by back-projecting 2D line segments and intersecting this with local surface patches computed from the 3D point cloud. Different edge types are classified using the new enriched representation and the potential of thi
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Incorporating Texture Intensity Information into LBP-Based Operatorsshifted step function to minimize the quantization error of the step function to obtain more discriminative operators. Features obtained from shifted step function are simply fused together to form the final histogram. This model is generalized and can be integrated with other existing LBP variants
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Bayesian Non-parametric Image Segmentation with Markov Random Field Priorike common parametric methods such as mixtures of Gaussians, the proposed method does not make strict assumptions about the shape of the density functions and thus, can handle complex structures. The multiclass kernel density estimation is considered as an unsupervised learning problem. A Dirichlet
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Forest Stand Delineation Using a Hybrid Segmentation Approach Based on Airborne Laser Scanning Dataabor intensive process and its results are partially subjective. These images are also highly affected by weather conditions and imaging parameters. In this work, we applied a hybrid segmentation approach on Airborne Laser Scanning (ALS) data to delineate forest stands. The ALS data was firstly pre-
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Constructing Local Binary Pattern Statistics by Soft Votingd by the kernel density estimation designed for estimating the underlying probability function of a random variable. An essential part of the proposed method is the use of Hamming distance. Compared to the standard LBP histogram statistics where one labeled pixel always contributes to one bin of the
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