Tsuyoshi Okita

Publications

5 years | 1 year | All

Awards(1)

• [1] Kohei Adachi, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "Best Paper Award (Improvement of Human Action Recognition Using 3D Pose Estimation)", Activity and Behavior Computing, Springer Nature, pp. pp. 21-37, 2020-08-29, Kitakyushu.

International Conference(8)

• [2] Sayeda Shamma Alia, Kohei Adachi, Tahera Hossain, Le Nhat Tan, Haru Kaneko, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "Summary of the Third Nurse Care Activity Recognition Challenge - Can We Do from the Field Data?", Ubicomp Workshop on Human Activity Sensing Corpus and Applications (HASCA), to appear, 2021-09-21.
• [3] Sayeda Shamma Alia, Paula Lago, Kohei Adachi, Tahera Hossain, Hiroki Goto, Tsuyoshi Okita, Sozo Inoue, "Summary of the 2nd Nurse Care Activity Recognition Challenge Using Lab and Field Data", Ubicomp Workshop on Human Activity Sensing Corpus and Applications (HASCA), pp. 378 - 383, 2020-09-10, Mexico (virtual).
• [4] Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "Reduction of Marker-Body Matching Work in Activity Recognition Using Motion Capture", International Workshop on Human Activity Sensing Corpus and Applications, pp. 7 pages, 2019-09-10, London.
• [5] Paula Lago, Sayeda Shamma Alia, Shingo Takeda, Tittaya Mairittha, Nattaya Mairittha, Farina Faiz, Yusuke Nishimura, Kohei Adachi, Tsuyoshi Okita, François Charpillet , Sozo Inoue, "Nurse Care Activity Recognition Challenge: Summary and Results", Ubicomp Workshop on Human Activity Sensing Corpus and Applications (HASCA), pp. 6 pages, 2019-09-10, London.
• [6] Md. Shafiqul Islam, Tsuyoshi Okita, Sozo Inoue, "Evaluation of Transfer Learning for Human Activity Recognition among Different Datasets", International Conference on Pervasive Intelligence and Computing (2019) (IEEE PICom 2019), pp. 6 pages, 2019-08-05, Fukuoka.
• [7] Tsuyoshi Okita, Sozo Inoue, "Activity Recognition: Translation Across Sensor Modalities Using Deep Learning", Ubicomp Workshop on Human Activity Sensing Corpus and Applications (HASCA), pp. 1462-1471, 2018-10-12, Singapore.
• [8] Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "MEASURed: A Multi-Sensor Setting Activity Recognition Simulation Tool", Ubicomp Workshop on Human Activity Sensing Corpus and Applications (HASCA), pp. 1444-1448, 2018-10-12, Singapore.
• [9] Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue, "Pre-Consulting Dialogue Systems for Telemedicine: Yes/No Intent Classification", Ubicomp Workshop on Computing For Well-being (WellComp), pp. 742-745, 2018-10-08, Singapore.

International Conference (Poster)(3)

• [10] Paula Lago, Shingo Takeda, Tsuyoshi Okita, Sozo Inoue, "Improving Sensor-based Activity Recognition Using Motion Capture as Additional Information", ACM Int'l Conf. Pervasive and Ubiquitous Computing (Ubicomp) Poster, pp. 4 pages, 2018-10-09, Singapore.
• [11] Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue, "Dialogue Breakdown Detection with Long Short Term Memory", EAI International Conference on Mobile Computing, Applications and Services (MobiCASE) poster, pp. 245-250, 2018-03-01, Osaka.
• [12] Tsuyoshi Okita, Sozo Inoue, "Recognition of Multiple Overlapping Activities Using Compositional CNN-LSTM Model", ACM Int'l Conf. Pervasive and Ubiquitous Computing (Ubicomp) Poster, to appear, 2017-09-11, Hawaii.

Domestic Conference(14)

• [13] Kohei Adachi, Tsuyoshi Okita, Sozo Inoue, "ビデオからの3次元姿勢推定と機械学習を用いた行動認識の試み", 日本知能情報ファジィ学会九州支部学術講演会予稿集, pp. 40-43, 2019-11-30, Iizuka.
• [14] Hiroki Goto, Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "センサ行動認識における機械学習のための実験室高精度データと現場長時間データの比較", マルチメディア，分散，協調とモバイル(DICOMO2019)シンポジウム, pp. 4 pages, 2019-07-03, Fukushima.
• [15] Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue, Yoshinori Ideno, "モーションキャプチャを用いた行動認識におけるマーカー身体対応付け作業の削減", マルチメディア，分散，協調とモバイル(DICOMO2019)シンポジウム, pp. 7 pages, 2019-07-03, Fukushima.
• [16] Shingo Takeda, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "センサ行動認識のための機械学習を用いた加速度データシミュレーション", SOFT九州支部学術講演会, pp. 49-50, 2018-12-01, Kagoshima.
• [17] Kota Fukushima, Tsuyoshi Okita, Sozo Inoue, "種々の敵対的生成ネットワークに対するGeometry Scoreによる評価", SOFT九州支部学術講演会, pp. 63-64, 2018-12-01, Kagoshima.
• [18] Hitoshi Ninomiya, Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue, "医療相談のための対話システムにおける要求分析", SOFT九州支部学術講演会, pp. 61-62, 2018-12-01, Kagoshima.
• [19] Tsuyoshi Okita, Sozo Inoue, "ダンスの上手い人のマイニング的な分析", インタラクティブ情報アクセスと可視化マイニング研究会, pp. 6 pages, 2018-03-03, Tokyo.
• [20] Tittaya Mairittha, Tsuyoshi Okita, Sozo Inoue, "Dialogue Breakdown Detection with Long Short Term Memory", SOFT九州支部学術講演会, pp. 43-46, 2017-12-02, Kagoshima.
• [21] Hitoshi Ninomiya, Moe Matsuki, Tsuyoshi Okita, Sozo Inoue, "共起単語スコアによる医師国家試験の解答に向けて", SOFT九州支部学術講演会, pp. 51-54, 2017-12-02, Kagoshima.
• [22] Tsuyoshi Okita, Takanori Yamashita, Yasunobu Nohara, Sozo Inoue, Naoki Nakashima, Sachio Hirokawa, "深層学習を用いた特徴抽出によるカルテ情報から のフェノタイプの同定", 人工知能学会医用人工知能研究会SIG-AIMED資料, pp. 8 pages, 2017-11-24, Tokyo.
• [23] Tsuyoshi Okita, Sozo Inoue, "センサ行動認識におけるモデル選択", 情報処理学会ユビキタスコンピューティングシステム(UBI)研究報告, pp. 7 pages, 2017-11-01, Awaji.
• [24] Tsuyoshi Okita, Sozo Inoue, "シークエンス推定における説明変数の重要度の計算", 情報処理学会自然言語処理研究会研究報告, pp. 1-5, 2017-07-19, 東京.
• [25] Tsuyoshi Okita, Sozo Inoue, "複雑なセンサ情報理解におけるディープラーニング", マルチメディア，分散，協調とモバイル(DICOMO2017)シンポジウム, pp. 642-647, 2017-06-28, Sapporo.
• [26] Tsuyoshi Okita, Sozo Inoue, "深層ディシジョンフォレストによる疎密混合データの解析", 情報処理学会自然言語処理研究会研究報告, pp. 4 pages, 2017-05-15, Osaka.

Domestic Conference (Poster)(1)

• [27] Tsuyoshi Okita, Sozo Inoue, "Deep Learning on Sensor-based Activity Recognition", GPU Technology Conference, to appear, 2017-12-12, Tokyo.

Book(2)

• [28] Kohei Adachi, Paula Lago, Tsuyoshi Okita, Sozo Inoue, "Improvement of Human Action Recognition Using 3D Pose Estimation", Activity and Behavior Computing, Springer Nature, pp. 21-37, 2021-01-01.
• [29] Paula Lago, Shingo Takeda, Tsuyoshi Okita, Sozo Inoue, "MEASURed: Evaluating Sensor-Based Activity Recognition Scenarios", Human Activity Sensing: Corpus and Applications, Springer Nature, pp. 135-149, 2019-09-10.