コンテンツ科学研究室

名古屋大学大学院情報学研究科
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平山高嗣

客員教授 (人間環境大学)

メール: takatsugu.hirayama ( a t ) nagoya-u.jp

WWW: http://www.murase.m.is.nagoya-u.ac.jp/~hirayamat/index_e.html

Dr. Takatsugu Hirayama received the M.E. and D.E. degrees in Engineering Science from Osaka University in 2002 and 2005, respectively. From 2005 to 2011, he had been a Research Assistant Professor at the Graduate School of Informatics, Kyoto University. In 2011, he moved to the Graduate School of Information Science, Nagoya University. He had been an Assistant Professor from 2012 to 2014, a Designated Associate Professor from 2014 to 2017. He is currently a Designated Associate Professor at the Institutes of Innovation for Future Society, Nagoya University. His research interests include computer vision (face recognition, visual attention modeling, action recognition) and human-computer interaction (multi-modal interaction design, internal state estimation, interaction dynamics analysis). He is a member of IEICE, the Information Processing Society of Japan (IPSJ), ACM, and IEEE.

最新の研究成果

    Tell as you imagine: Sentence imageability-aware image captioning
    Kazuki Umemura, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    MultiMedia Modeling -27th Int. Conf., MMM2021, Prague, Czech Republic, June 22-24, 2021, Procs., Part II, Jakub Lokoč, Tomáš Skopal, Klaus Schoeffmann, Vasileios Mezaris, Xirong Li, Stefanos Vrochidis, Ioannis Patras eds., Lecture Notes in Computer Science, vol.12573, pp.62-73, Prague, Czech Republic, To be published in June 2021.
    料理写真の魅力度推定精度向上のための視線停留分布に対するデータ拡張手法の検討
    宮崎光明, 服部竜実, 道満恵介, 平山高嗣, 川西康友, 井手一郎, 目加田慶人
    動的画像処理実利用化ワークショップ(DIA)2021, no.OS5-1, オンライン, March 2021.
    ColAtt-Net: In reducing the ambiguity of pedestrian orientations on attribute-aware semantic segmentation task
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase
    IEEJ Trans. Electrical and Electronic Engineering, vol.141, no.2, pp.295-306, February 2021.
    Imageability estimation using visual and language features
    Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Proc ACM Int. Conf. on Multimedia Retrieval (ICMR) 2020, pp.306-310, Online, October 2020.
    Modeling eye-gaze behavior of electric wheelchair drivers via inverse reinforcement learning
    Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    Proc. 23rd IEEE Int. Conf. on Intelligent Transportation Systems (ITSC2020), no.MoAT5.4, pp.158-164, Online, September 2020.
    俯瞰支援のための文書彩色方法の検討~単語から連想される色に基づく文書内容の可視化~
    松平茅隼, カストナーマークアウレル, 井手一郎, 川西康友, 平山高嗣, 道満恵介, 出口大輔, 村瀬洋
    電子情報通信学会メディアエクスペリエンス・バーチャル環境基礎研究会, MVE2020-17, オンライン, September 2020.
    心像性を考慮した画像キャプショニングの検討
    梅村和紀, カストナーマークアウレル, 井手一郎, 川西康友, 平山高嗣, 道満恵介, 出口大輔, 村瀬洋
    画像の認識・理解シンポジウム(MIRU)2020, no.IS3-2-1, オンライン, August 2020.
    移動する複数物体への群衆からの4次元注目度ヒートマップ生成の初期検討
    武田一馬, 川西康友, 平山高嗣, 出口大輔, 井手一郎, 村瀬洋, 永野秀尚, 柏野邦夫
    画像の認識・理解シンポジウム(MIRU)2020, no.IS3-2-32, オンライン, August 2020.
    Estimating the imageability of words by mining visual characteristics from crawled image data
    Marc Aurel Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    Multimedia Tools and Applications, vol.79, no.25, pp.18167-18199, July 2020.
    Performance boost of attribute-aware semantic segmentation via data augmentation for driver assistance
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase
    Proc. 8th Int. Conf. on Information Communication Technology (ICoICT2020), pp.293-298, Online, June 2020.
    On the quantification of the mental image of visual concepts for multi-modal applications
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    情報処理学会研究報告, 2020-CVIM-222-5, オンライン, May 2020.
    注視点と注視対象の動きの類似性に着目した複数物体への注目度推定法の初期検討
    武田一馬, 川西康友, 平山高嗣, 出口大輔, 井手一郎, 村瀬洋, 永野秀尚, 柏野邦夫
    情報処理学会研究報告, 2020-CVIM-222-28, オンライン, May 2020.
    Occlusion-aware skeleton trajectory representation for abnormal behavior detection
    Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada
    Frontiers of Computer Vision -26th Int. Workshop, IW-FCV 2020, Ibusuki, Kagoshima, Japan, Feb 20-22, 2020, Revised Selected Papers, Wataru Ohyama and Soon Ki Jung eds., Communications in Computer Science and Information Science, vol.1212, pp.108-121, April 2020.
    同期した注視点の動きに基づく複数対象の注目度推定法の検討
    武田一馬, 川西康友, 平山高嗣, 出口大輔, 井手一郎, 村瀬洋, 永野秀尚, 柏野邦夫
    2020年電子情報通信学会総合大会, no.D-12-25;学術奨励賞受賞, March 2020.
    心像性に基づく画像キャプショニングの検討
    梅村和紀, カストナーマークアウレル, 井手一郎, 川西康友, 平山高嗣, 道満恵介, 出口大輔, 村瀬洋
    電子情報通信学会メディアエクスペリエンス・バーチャル環境基礎研究会, MVE2019-69;2020年3月研究会MVE賞受賞, オンライン, March 2020.
    料理の種類に応じた盛り付けに関する典型度評価
    中村真務, 川西康友, 道満恵介, 平山高嗣, 井手一郎, 出口大輔, 村瀬洋
    電子情報通信学会メディアエクスペリエンス・バーチャル環境基礎研究会, MVE2019-70, オンライン, March 2020.
    視覚特徴と言語特徴を用いた単語の心像性推定の検討
    松平茅隼, カストナーマークアウレル, 井手一郎, 川西康友, 平山高嗣, 道満恵介, 出口大輔, 村瀬洋
    言語処理学会第26回年次大会, no.P1-12; pp.45-48, オンライン, March 2020.
    Occlusion-aware skeleton trajectory representation for abnormal behavior detection
    Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada
    26th Int. Workshop on Frontiers of Computer Vision (IW-FCV 2020), OS1-3, ふれあいプラザなのはな館(鹿児島県指宿市), February 2020.
    Attribute-aware loss function for accurate semantic segmentation considering the pedestrian orientations
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Jiang-Yu Zheng, Hiroshi Murase
    IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, vol.E103-A, no.1, pp.231-242, January 2020.
    Browsing visual sentiment datasets using psycholinguistic groundings
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    MultiMedia Modeling -26th Int. Conf., MMM 2020, Daejeon, South Korea, Jan. 5-8, 2020, Procs., Part II, W.-H. Cheng, J. Kim, W.-T. Chu, P. Cui, J.-W. Choi, M.-C. Hu, W. De Neve eds., Lecture Notes in Computer Science, vol.11962, pp.697-702, Daejeon Convention Center(大韓民国大田広域市), January 2020.
    More-natural mimetic words generation for fine-grained gait description
    Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase
    MultiMedia Modeling -26th Int. Conf., MMM 2020, Daejeon, South Korea, Jan. 5-8, 2020, Procs., Part II, W.-H. Cheng, J. Kim, W.-T. Chu, P. Cui, J.-W. Choi, M.-C. Hu, W. De Neve eds., Lecture Notes in Computer Science, vol.11962, pp.214-225, Daejeon Convention Center(大韓民国大田広域市), January 2020.
    インテリジェントヘッドライトシステムにおける運転者による歩行者認知に効果的な点滅光照射パターンの分析
    前田高志, 平山高嗣, 川西康友, 出口大輔, 井手一郎, 村瀬洋
    精密工学会誌, vol.85, no.12, pp.1157-1162, December 2019.
    An analysis of how driver experience affects eye-gaze behavior for robotic wheelchair operation
    Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    Proc. 5th Int. Workshop on Egocentric Perception, Interaction and Computing (EPIC2019) in conjunction with ICCV2019, pp.4443-4451, COEX Convention Center (Seoul, Korea), November 2019.
    料理写真の高精度な魅力度推定に向けたdata augmentation
    服部竜実, 道満恵介, 平山高嗣, 川西康友, 井手一郎, 目加田慶人
    第17回情報学ワークショップ(WiNF2019), no.C4, 中京大名古屋校舎, November 2019.
    視線情報を考慮した料理写真の魅力度推定手法
    宮崎光明, 服部竜実, 道満恵介, 平山高嗣, 川西康友, 井手一郎, 目加田慶人
    第17回情報学ワークショップ(WiNF2019), no.P139, 中京大名古屋校舎, November 2019.
    ITS+DM hackathon: Lane departure prediction with naturalistic driving data
    Andrey Alekseenko, Hien Q. Dang, Gaurav Bansal, Javier Sanchez-Medina, Takatsugu Hirayama, Chiyomi Miyajima, Ichiro Ide, Kazuya Takeda
    IEEE Intelligent Transportation Systems Mag., vol.11, no.4, pp.78-93, October 2019.
    On quantizing the mental image of concepts for visual semantic analyses
    Marc Aurel Kastner (Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase)
    Proc. 27th ACM Int. Multimedia Conf. (ACM-MM2019), pp.1660-1664, Palais des Congreacute;s Nice Acropolis (Nice, France), October 2019.
    [Invited Paper] Similar seasonal-geo-region mining based on Visual Concepts in social media photos
    Yasutomo Kawanishi, Ichiro Ide, Lu Chen, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Proc. 5th IEEE Int. Conf. on Multimedia Big Data (BigMM2019), no.4A-2; pp.86-93, National University of Singapore Society (NUSS) Kent Ridge Guild House (Singapore), September 2019.
    CityWalks: An extended dataset for attribute-aware semantic segmentation
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase
    令和元年度電気・電子・情報関係学会東海支部連合大会, no.B1-1, 大同大, September 2019.
    歩行者の姿勢ヒートマップを用いた監視カメラ映像からの異常行動検出に関する初期検討
    Temuroglu Onur, 川西康友, 出口大輔, 平山高嗣, 井手一郎, 村瀬洋, 岩崎麻友, 塚田篤
    令和元年度電気・電子・情報関係学会東海支部連合大会, no.G5-1, 大同大, September 2019.


Last updated: 2021-05-13 11:06:08.523214149 +0900 JST m=+1.749867340.