An Information Geometric Perspective on the Complexity of Macroscopic Predictions Arising from Incomplete Information
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DOI: 10.1155/2018/2048521
Abstract: Motivated by the presence of deep connections among dynamical equations, experimental data, physical systems, and statistical modeling, we report on a series of findings uncovered by the authors and collaborators during the last decade within… read more here.
Keywords: information; complexity; information geometric; macroscopic predictions ... See more keywords
Location recognition of unmanned vehicles based on visual semantic information and geometric distribution
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DOI: 10.1177/0954407020957768
Abstract: Due to the influence of weather, light, season and angle changes, the appearance of objects changes visually, which makes it difficult for unmanned vehicles that rely on visual positioning to complete their positioning work. This… read more here.
Keywords: location; information; information geometric; semantic information ... See more keywords
Information Geometric Approach to Recursive Update in Nonlinear Filtering
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DOI: 10.3390/e19020054
Abstract: The measurement update stage in the nonlinear filtering is considered in the viewpoint of information geometry, and the filtered state is considered as an optimization estimation in parameter space has been corresponded with the iteration… read more here.
Keywords: nonlinear filtering; information; kalman filter; proposed method ... See more keywords
Some Information Geometric Aspects of Cyber Security by Face Recognition
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DOI: 10.3390/e23070878
Abstract: Secure user access to devices and datasets is widely enabled by fingerprint or face recognition. Organization of the necessarily large secure digital object datasets, with objects having content that may consist of images, text, video… read more here.
Keywords: recognition; information geometric; face; probability distributions ... See more keywords