Up until now, infrastructure has been developed for the visually impaired, however, the circumstances of visually impaired are still not safe for going out with peace of mind. The SSC Lab is developing a device that supports those people to walk around streets safely and at ease.
BMI is a technique to interface with computer by brain activities (EEG) signals. We are developing a methodology to measure the internal state of a person through EEG and applying it to a wide variety of applications, such as brain evaluations, diagnoses, BMI etc.
In clinically administering drugs, an adequate dose of drug to a patient is required for effectiveness and free from side effects. Responses to drugs vary from individual to individual. Blood is drawn to examine the reaction to the drugs. Frequent blood sampling puts a heavy burden on the patient. The frequency of blood sampling should be reduced as much as possible, and the appropriate amount of drug should be administered. We are developing an AI that makes an optimal dosing plan for each individual.
His expertise covers soft computing, machine learning, computer vision, pattern recognition, clustering.
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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