Kimiaki Shirahama

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2018 · 300 citations · Full text

Computing, Computer Science, Computer Vision +16

LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation

Jinghua Zhang, Chen Li, Sergey Kosov et al. · Pattern Recognition · 2021 · 231 citations

Computing, Bioengineering, Microbiology +5

Environmental microorganism classification using conditional random fields and deep convolutional neural networks

Sergey Kosov, Kimiaki Shirahama, Chen Li et al. · Pattern Recognition · 2017 · 86 citations

Life Sciences, Environmental Sciences, Microbiology +9

A general framework for sensor-based human activity recognition

Lukas Köping, Kimiaki Shirahama, Marcin Grzegorzek · Computers in Biology and Medicine · 2018 · 80 citations

Computing, Autonomous Systems, Computer Vision +13

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2020 · 76 citations · Full text

Computing, Computer Science, Machine Learning +14