著者

Tomoki Haruyama Sho Takahashi Takahiro Ogawa Miki Haseyama

出版者

The Institute of Image Information and Television Engineers

雑誌

ITE Transactions on Media Technology and Applications (ISSN:21867364)

巻号頁・発行日

vol.8, no.2, pp.89-99, 2020 (Released:2020-04-01)

参考文献数

41

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The details of the matches of soccer can be estimated from visual and audio sequences, and they correspond to the occurrence of important scenes. Therefore, the use of these sequences is suitable for important scene detection. In this paper, a new multimodal method for important scene detection from visual and audio sequences in far-view soccer videos based on a single deep neural architecture is presented. A unique point of our method is that multiple classifiers can be realized by a single deep neural architecture that includes a Convolutional Neural Network-based feature extractor and a Support Vector Machine-based classifier. This approach provides a solution to the problem of not being able to simultaneously optimize different multiple deep neural architectures from a small amount of training data. Then we monitor confidence measures output from this architecture for the multimodal data and enable their integration to obtain the final classification result.

著者

Miki SUEMURA Haruki MIYATA Rio KAWAMURA Sho TAKAHASHI Masaya IGASE Takuya MIZUNO Takashi OHAMA Shusaku SHIBUTANI Hiroyuki IWATA

出版者

JAPANESE SOCIETY OF VETERINARY SCIENCE

雑誌

Journal of Veterinary Medical Science (ISSN:09167250)

巻号頁・発行日

pp.23-0036, (Released:2023-07-04)

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Canine lymphoma is the most common cancer in dogs and has a poor prognosis. We recently found that the endocytosis inhibitor dynasore suppresses the viability of human cancer cell lines, especially hematopoietic cancers, by inducing apoptosis. In the present study, we examined the anticancer effects of dynasore on five previously established canine lymphoma cell lines (CLBL-1, Ema, Nody-1, CLC, and GL-1). Dynasore suppressed cell viability in these canine lymphoma cell lines more effectively than in human cancer cell lines. It also induced apoptosis in CLBL-1 and Ema cells but not in peripheral blood mononuclear cells in healthy dogs or in Madin-Darby canine kidney (MDCK) cells, suggesting that the ability of dynasore to induce apoptosis is cancer-specific. Furthermore, dynasore induced a DNA damage response in CLBL-1 and Ema cells, suggesting that it acts as a genotoxic agent in canine lymphoma cell lines. These findings suggest that endocytosis inhibitors may provide a new anticancer treatment for canine lymphoma.

著者

Yusuke Kamiyoshihara Shinji Mizuno Mirai Azuma Fumika Miyohashi Makoto Yoshida Junko Matsuno Sho Takahashi Shin Abe Hajime Shiba Keiichi Watanabe Hiroaki Inoue Akira Tateishi

出版者

The Japanese Society for Horticultural Science

雑誌

The Horticulture Journal (ISSN:21890102)

巻号頁・発行日

pp.OKD-142, (Released:2018-01-26)

被引用文献数

1

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Avocado fruit ripen with ethylene production after harvest and the flesh becomes soft and edible due to degradation of cell wall polysaccharides during ripening. α-l-Arabinofuranosidase is a hydrolytic enzyme known to digest arabinose-containing cell wall polysaccharides. It has been shown that its activity increased with fruit ripening. However, our previous study showed that an α-l-arabinofuranosidase gene (PaArf/Xyl3A) is expressed in the avocado fruit before ethylene production. In addition, the transcripts were detected in some organs in which the level of ethylene was extremely low. These results indicate that the gene expression is independent of ethylene. In the present study, we carried out immunoblot analyses of α-l-arabinofuranosidase at the protein level. Using a polyclonal antibody raised against Japanese pear α-l-arabinofuranosidase, two α-l-arabinofuranosidase proteins with molecular masses of 72 kDa and 68 kDa, presumably belonging to glycoside hydrolase family 3, were detected in ripening avocado fruit. The protein levels in ethylene or 1-methylcyclopropene (1-MCP)-treated fruits were examined and the results indicated that the two proteins responded to ethylene in opposite ways; the 68 kDa protein showed a temporary accumulation, whereas the 72 kDa protein exhibited dissipation possibly caused by a loss of stability. The total enzyme activity of α-l-arabinofuranosidase was elevated faster in the ethylene-treated fruit throughout ripening and was slower in the 1-MCP-treated fruit, suggesting the existence of another α-l-arabinofuranosidase, which did not cross-react with the antibody and was positively regulated by ethylene, in ripening avocado fruit.

著者

Sho Takahashi Miki Haseyama

出版者

映像情報メディア学会

雑誌

ITE Transactions on Media Technology and Applications (ISSN:21867364)

巻号頁・発行日

vol.1, no.3, pp.220-225, 2013 (Released:2013-07-01)

参考文献数

13

被引用文献数

1 2

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An Active grid-based method for estimating pass regions from broadcast soccer videos is presented in this paper. It is assumed that the pass region has a high probability of the pass succeeding. In soccer matches, players discover pass regions based on previous and current player positions. In conventional methods, pass regions are estimated by applying Active Net to only a single frame of a soccer video. In the proposed method, Active grid is applied to three-dimensional data by which frames of the soccer video are connected with the temporal dimension. The proposed method then realizes robust estimation of pass regions based on multiple frames of player positions. The proposed method was applied to actual TV programs to verify its effectiveness.