Sozo Lab., Kyushu Institute of Technology
Sozo Inoue
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Tsuyoshi Okita
Project Associate Professor
Ph. D
Affiliation
Faculty of Artificial Intelligence
Research theme
Data Science, Deep Learning/Machine Learning
Goal
(Not Available)
Highschool
Hobby
(Goto my personal page: http://150.69.83.101/tsuyoshi/)
Url
http://150.69.83.101/tsuyoshi/
Short bio
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)
, pp. pp 1-6,
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
(12)
[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]
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.
[15]
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.
[16]
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.
[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]
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.
[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.
Domestic Conference (Poster)
(1)
[25]
Tsuyoshi Okita, Sozo Inoue, "
Deep Learning on Sensor-based Activity Recognition
",
GPU Technology Conference
, to appear,
2017-12-12
, Tokyo.
Book
(2)
[26]
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
.
[27]
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
.