これまで視覚障害者のためのインフラ整備が行われてきていますが、今なお、 視覚障害者が安全かつ安心して外出が行える環境には至っていません。 研究室では、視覚障害者の安全かつ安心な外出を支援する装置を開発しています。
映像伝送には、消費電力や通信データに関する様々な問題点が存在します。 それらを開発するための、AIを用いた効率的な映像伝送技術を開発しています。
ソフトコンピューティング, 機械学習,
コンピュータビジョン, 画像処理,
パターン認識, クラスタリング, システム工学
スパイキングニューラルネットワークに関する研究
スパイキングニューラルネットワークに関する研究
通信に関する研究
動画圧縮に関する研究
動画圧縮に関する研究
視覚支援に関する研究
通信に関する研究
院試準備中
院試準備中
院試準備中
就職活動中
就職活動中
Pornthep Sarakon, Hideaki Kawano, Kazuhiro Shimonomura, and Seiichi Serikawa, "Efficient and Small Network Using Multi-Trim Network Structure for Tactile Object Recognition on Embedded Systems", IEEE Access, 8, pp.144277-144291, 2020. doi: 10.1109/ACCESS.2020.3014879
Takuya Takahashi, Pornthep Sarakon, Hideaki Kawano, Kazuhiro Shimonomura and Hideaki Orii, "Creation of Random Dot Type Contact Sensor and Estimation of Pressure Distribution by Convolutional Neural Network", ICIC Express Letters, Part B: Applications, 11(9), pp.869-874, September 2020. doi: 10.24507/icicelb.11.09.869
Takumi Otsuki, Pornthep Sarakon, Hideaki Kawano and Hideaki Orii, "Recognition of Emotional Speech with CNN and Visual Explanations Using Grad-CAM", ICIC Express Letters, Part B: Applications, 11(8), pp.767-772, August 2020. doi: 10.24507/icicelb.11.08.767
Pornthep Sarakon, Hideaki Kawano, Kazuhiro Shimonomura and Seiichi Serikawa, "Shrinking Model and Random-Dot Sensor on Embedded Systems", ICIC Express Letters, 14(7), pp.703-711, July 2020. doi: DOI: 10.24507/icicel.14.07.703
Hikaru Takefuji, Ran Shima, Pornthep Sarakon and Hideaki Kawano, "A Proposal of Walking Support System for Visually Impaired People Using Stereo Camera", ICIC Express Letters, Part B: Applications, 11(7), pp.691-696, July 2020. doi: 10.24507/icicelb.11.07.691
Kenya Fukai, Hideaki Kawano and Junki Enomoto, "Factor Analysis Using Artificial Intelligence in Patients with Chronic Kidney Disease", ICIC Express Letters, 14(6), pp.585-592, June 2020. doi: 10.24507/icicel.14.06.585
Junki Enomoto, Hideaki Kawano and Kenya Fukai, "Examination of Judgment Items of Liver Disease Patients by Fuzzy Input Using LRP", ICIC Express Letters, Part B: Applications, 11(6), pp.601-606, June 2020. doi: 10.24507/icicelb.11.06.601
P. Sarakon, H. Kawano, and S. Serikawa, "Surface-Defect Segmentation using U-shaped Inverted Residuals", 2019 12th Biomedical Engineering International Conference (BMEiCON), Ubon Ratchathani, Thailand, pp.1-4, 19-22 Nov. 2019. doi: 10.1109/BMEiCON47515.2019.8990212
Hikaru Takefuji, Ran Shima, Pornthep Sarakon and Hideaki Kawano, "A Proposal of a Walking Support System for the Visually Impaired", 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), ICICIC2019-SS19-08, Soongsil University, Seoul, Korea, August 26-29, 2019.
Takumi Otsuki, Pornthep Sarakon, Hideaki Kawano and Hideaki Orii, "Recognition of Emotional Speech with CNN and Visual Explanations Using Grad-CAM", 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), ICICIC2019-SS19-09, Soongsil University, Seoul, Korea, August 26-29, 2019.
Kenya Fukai, Hideaki Kawano and Junki Enomoto, "Grouping Chronic Kidney Disease Patient Data by TDA and Analyzing Important Factor by LRP", 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), ICICIC2019-SS19-07, Soongsil University, Seoul, Korea, August 26-29, 2019.
Pornthep Sarakon, Hideaki Kawano, Kazuhiro Shimonomura and Seiichi Serikawa, "Shrinking Model and Random-Dot Sensor on Embedded Systems", 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), ICICIC2019-SS19-10, Soongsil University, Seoul, Korea, August 26-29, 2019.
Takuya Takahashi, Pornthep Sarakon, Hideaki Kawano, Kazuhiro Shimonomura and Hideaki Orii, "Estimation of Pressure Distribution by Convolutional Neural Network Using Random Dot Type Contact Sensor", 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), ICICIC2019-SS19-11, Soongsil University, Seoul, Korea, August 26-29, 2019.
Junki Enomoto, Hideaki Kawano and Kenya Fukai, "Examination of Judgment Items of Liver Disease Patients by Fuzzy Input Using LRP", ICICIC2019-SS19-06, Soongsil University, Seoul, Korea, August 26-29, 2019.
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