Publications
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ECCV2022 Workshop AV4D: Visual Learning of Sounds in Spaces
Invisible-to-Visible: Privacy-Aware Human Segmentation using Airborne Ultrasound via Collaborative Learning Probabilistic U-Net
Risako Tanigawa, Yasunori Ishii, Kazuki Kozuka, Takayoshi Yamashita
Link: https://arxiv.org/abs/2205.05293 -
arXiv:2204.07280
Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder
Risako Tanigawa, Yasunori Ishii, Kazuki Kozuka, Takayoshi Yamashita
Link: https://arxiv.org/abs/2204.07280 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Home Action Genome: Cooperative Compositional Action Understanding
Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles
Link: https://arxiv.org/abs/2105.05226 -
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
Denis Gudovskiy,Luca Rigazio, Shun Ishizaka,Kazuki Kozuka, Sotaro Tsukizawa
Link: https://arxiv.org/abs/2103.05863 -
International Conference on Computer Vision Theory and Applications (VISAPP) 2020
Simultaneous Visual Context-aware Path Prediction
Haruka Iesaki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yasunori Ishii, Kazuki Kozuka, Ryota Fujimura
Link: https://www.scitepress.org/Link.aspx?doi=10.5220/0008921307410748 -
ICCV 2017 Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving
Risky Region Localization With Point Supervision
Kazuki Kozuka, Juan Carlos Niebles
Link: http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w3/Kozuka_Risky_Region_Localization_ICCV_2017_paper.pdf -
International Journal of Machine Learning and Computing, Vol. 6, No. 1
Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset
Yoshihide Sawada, Kazuki Kozuka
Link: http://www.ijmlc.org/vol6/566-L0077.pdf -
IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Development of Automatic Database Registration and Similar-Case Retrieval for Diffuse Lung Diseases by Texture Analysis of Whole-Lung CT Volume
Kazuki Kozuka, Takata, Kazutoyo, Kondo, Kenji, Kyohei Karasawa, Yasushi Hirano, Shoji Kido
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IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Estimation of Knee Extensor Strength Using Wearable Sensors
Yoshikuni Sato, Toru Nakada, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
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IEEE Engineering in Medicine and Biology Society (EMBC) 2015
Prediction of PeakVO2 from Walking Energy Cost Index for the Elderly
Toru Nakada, Yoshikuni Sato, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
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29th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2015
Development of lung CT image retrieval technology using distance metric learning by image findings
Kazuki Kozuka, Kazutoyo Takata, Kenji Kondo, Masaki Kiyono, Masato Tanaka, Toyohiko Sakai, Hirohiko Kimura
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IAPR Machine Vision And Application Organization (MVA) 2015
Transfer Learning Method using Multi-Prediction Deep Boltzmann Machines for a small scale dataset
Yoshihide Sawada, Kazuki Kozuka
Link: http://www.mva-org.jp/Proceedings/2015USB/papers/05-21.pdf