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전우민,곽대원,이성진 한국통신학회 2023 韓國通信學會論文誌 Vol.48 No.9
For autonomous driving, we explored a method for safe autonomous driving based on the given hardware conditions, taking into account the performance (accuracy, processing speed) of image recognition tasks performed by the corresponding sensors. In particular, we analyzed the performance of multiple image recognition optimization tasks through multi-task learning (MTL), which can process several tasks simultaneously, and proposed a MDE (Multi-task Decision and Enhancement) algorithm for optimization. Using this MDE algorithm, it is possible to determine multiple working sets that can minimize the overall delay time while optimizing accuracy. As a result of the experiment, we achieved up to around 15-54% reduction in execution time with similar accuracy performance through this strategy.
전우민 ( Woo Min Jeon ) 한국유가공기술과학회 2011 한국유가공기술과학회지 Vol.29 No.1
Certain lactic acid bacteria have anti-tumor activity, especially colon cancer. The fermented milk products containing that kind of lactic acid bacteria have to be recommended for human health as excellent health functional foods. This paper have been classified by 5 regions on the functions of lactic acid bacteria related to prevention of colon cancer. 1) Enhancing of host`s immune response; Production of cytokines. 2) Binding and degradation of potential carcinogens; Binding and degradation of mutagenicity. 3) The changes of intestinal microflora and production of antitumorigenic or antimutagenic compounds; Production of azoxymethane. 4) Alteration of the metabolic activity of intestinal microflora; Decrease of harmful enzymes in intestinal tract. 5) Alteration of physicochemical conditions in the colon; Decrease of pH and bile acids contents.