学会発表・論文
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The 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
Hierarchical Open-vocabulary Universal Image Segmentation
Xudong Wang, Shufan Li, Konstantinos Kallidromitis, Yusuke Kato, Kazuki Kozuka, Trevor Darrell
arXiv: https://arxiv.org/abs/2307.00764 -
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 -
第35回医療情報学連合大会（第16回日本医療情報学会学術大会）
医学文献画像検索を目的とした低情報量画像の検索性能評価
小塚 和紀, 若杉 健介, 高田 和豊, 近藤 堅司, 清野 正樹, 田中 雅人, 坂井 豊彦, 木村 浩彦
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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
研究発表
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第25回 画像の認識・理解シンポジウム (MIRU2022)
Ultrasound-based Human Segmentation using Collaborative Learning Probabilistic U-Net
Risako Tanigawa, Yasunori Ishii, Kazuki Kozuka, Takayoshi Yamashita
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第25回 画像の認識・理解シンポジウム (MIRU2022)
Frame Shuffle: 時系列情報のシャッフルによる長期行動認識のためのデータ拡張
石坂 隼, 石井 育規(パナソニック) , Ehsan Adeli (Stanford Univ), 山下 隆義 (中部大), 小塚 和紀 (パナソニック)
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第25回 画像の認識・理解シンポジウム (MIRU2022)
クラス間距離を考慮した混合クラスの選択によるデータ拡張
藤井 駿伍 (中部大), 小塚 和紀, 石井 育規 (パナソニック), 平川 翼, 山下 隆義, 藤吉 弘亘 (中部大)