2022年度大学院ゼミ(後期)



日時:火曜日 午後1時30分より
場所:共同棟 2F ゼミ室

10/7
足田
Non-Contact Respiration Measurement Method Based on RGB Camera Using 1D Convolutional Neural Networks
Hyeon-Sang Hwang 1 and Eui-Chul Lee 2
MDPI Journals Sensors Volume21 issue10 10.3390/s21103456
岩田
Automatic Detection and Classification of Steel Surface Defect Using Deep Convolutional Neural Networks
Shuai Wang, Xiaojun Xia, Lanqing Ye and Binbin Yang
MDPI, Metals 2021, 11(3), 388
10/14
廣瀬
Towards Vivid and Diverse Image Colorization with Generative Color Prior
Yanze Wu, Xintao Wang, Yu Li, Honglun Zhang, Xun Zhao, Ying Shan
2021 IEEE/CVF International Conference on Computer Vision (ICCV)
宮崎
Learning Multiview 3D Point Cloud Registration
Zan Gojcic,Caifa Zhou,Jan D. Wegner,Leonidas J. Guibas,Tolga Birdal
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
10/21
小野

今井

11/4
石黒
Three‑dimensional optoacoustic imaging of nailfold capillaries in systemic sclerosis and its potential for disease differentiation using deep learning
Suhanyaa Nitkunanantharajah, Katja Haedicke, Tonia B. Moore, Joanne B. Manning, Graham Dinsdale, Michael Berks, Christopher Taylor, Mark R. Dickinson, Dominik Jüstel, Vasilis Ntziachristos, Ariane L. Herrick & Andrea K. Murray
nature/scientific reports 10, 16444(2020)
川嵜
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu, Min Wu, Chee-Keong Kwoh, Xiaoli Li, and Cuntai Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering, VOL.29, 2021
11/11
大平
観測スケールを考慮したメタリック塗装の表面下法線分布解析
池本祥, 向川康博, 松下泰之, 久保尋之, 八木康史
IPSJ SIG Tecnical Report, Vol.2015-CG-161 No.15
大久保
Noncontact Multiphysiological Signals Estimation via Visible and Infrared Facial Features Fusion
Shuai Ding, Zhen Ke, Zijie Yue, Cheng Song, Lu Lu
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOL. 71, 2022
11/25

Automated Depression Diagnosis Based on Deep Networks to Encode Facial Appearance and Dynamics
Yu Zhu; Yuanyuan Shang; Zhuhong Shao; Guodong Guo
IEEE Transactions on Affective Computing ( Volume: 9, Issue: 4, 01 Oct.-Dec. 2018)
12/2
日野
Discriminative Signatures for Remote-PPG
Wenjin Wang, Albertus C. den Brinker, and Gerard de Haan
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. 67, NO. 5, MAY 2020
矢部
An improved pix2pix model based on Gabor filter for robust color image rendering
Hong-an Li, Min Zhang∗ , Zhenhua Yu, Zhanli Li and Na Li
Mathematical Biosciences and Engineering, 2021