IMPROVING THE RELIABILITY OF MIXTURE TUNED MATCHED FILTERING REMOTE SENSING CLASSIFICATION RESULTS USING SUPERVISED LEARNING ALGORITHMS AND CROSS-VALIDATION

Improving the Reliability of Mixture Tuned Matched Filtering Remote Sensing Classification Results Using Supervised Learning Algorithms and Cross-Validation

Mixture tuned matched filtering (MTMF) image classification capitalizes on the increasing spectral and spatial resolutions of available hyperspectral image data to identify the presence, and potentially the abundance, of a given cover type or endmember.Previous studies using MTMF have relied on extensive user input to obtain a reliable classificati

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Effect of Reactive Oxygen Species on the Endoplasmic Reticulum and Mitochondria during Intracellular Pathogen Infection of Mammalian Cells

Oxidative stress, particularly reactive oxygen species (ROS), are important for innate immunity against pathogens.ROS directly attack pathogens, regulate and amplify immune signals, induce autophagy and activate inflammation.In addition, production of ROS by pathogens affects the endoplasmic reticulum (ER) and mitochondria, leading to cell Games de

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