@article{CTT100898512, author = {Yuuki Sugawara and Xiao Chen and Ryuusei Higuchi and Takeo Yamaguchi}, title = {Machine learning-aided unraveling of the importance of structural features for the electrocatalytic oxygen evolution reaction on multimetal oxides based on their A-site metal configurations}, journal = {Energy Advances}, year = 2023, } @article{CTT100887829, author = {Xiao Chen and Xiuxi Pan and Tomoya Nakamura and Saori Takeyama and Takeshi Shimano and Kazuyuki Tajima and Masahiro Yamaguchi}, title = {Wave-optics-based image synthesis for super resolution reconstruction of FZA lensless camera}, journal = {Optics Express}, year = 2023, } @article{CTT100875776, author = {Xiao Chen and Noriyuki Tagami and Hiroki Konno and Tomoya Nakamura and Saori Takeyama and Xiuxi Pan and Masahiro Yamaguchi}, title = {Computational see-through screen camera based on a holographic waveguide device}, journal = {Optics Express}, year = 2022, } @article{CTT100867323, author = {Xiuxi Pan and xiao chen and Saori Takeyama and Masahiro Yamaguchi}, title = {Image reconstruction with transformer for mask-based lensless imaging}, journal = {Optics Letters}, year = 2022, } @article{CTT100861111, author = {Xiuxi Pan and Xiao Chen and Tomoya Nakamura and Masahiro Yamaguchi}, title = {Incoherent reconstruction-free object recognition with mask-based lensless optics and Transformer}, journal = {Optics Express}, year = 2021, } @article{CTT100845137, author = {Xiuxi Pan and Tomoya Nakamura and Xiao Chen and Masahiro Yamaguchi}, title = {Lensless inference camera: incoherent object recognition through a thin mask with LBP map generation}, journal = {Optics Express}, year = 2021, } @article{CTT100840667, author = {Tomoya Nakamura and Takuto Watanabe and Shunsuke Igarashi and Xiao Chen and Kazuyuki Tajima and Keita Yamaguchi and Takeshi Shimano and Masahiro Yamaguchi}, title = {Superresolved image reconstruction in FZA lensless camera by color-channel synthesis}, journal = {Optics Express}, year = 2020, } @inproceedings{CTT100910131, author = {菅原勇貴 and Xiao Chen and 樋口 龍生 and 山口猛央}, title = {機械学習を用いた金属複合酸化物触媒の酸素発生反応活性に対するAサイト金属の構造効果の解明}, booktitle = {}, year = 2024, } @inproceedings{CTT100905148, author = {Xiao Chen and Xiuxi Pan and 長田 凌 and Cunyuan Ji and 武山 彩織 and 山口 雅浩}, title = {深層学習に基づくレンズレスカメラの画像再構成における外部制御コード入力によるリフォーカス}, booktitle = {⽇本光学会年次学術講演会 Optics & Photonics Japan 2023 講演予稿集}, year = 2023, } @inproceedings{CTT100904804, author = {菅原勇貴 and CHEN Xiao and 樋口 龍生 Xiao and 山口猛央}, title = {機械学習を活用した水電解アノード反応活性に対する金属複合酸化物触媒のAサイトの構造効果の解明}, booktitle = {}, year = 2023, } @inproceedings{CTT100904794, author = {菅原勇貴 and CHEN Xiao and 樋口 龍生 Xiao and 山口猛央}, title = {データ科学を活用した金属複合酸化物型水電解アノード用触媒の包括的活性指標の提案}, booktitle = {}, year = 2023, } @inproceedings{CTT100884086, author = {山口 雅浩 and Pan Xiuxi and Chen Xiao and 高橋 京司 and 武山 彩織}, title = {高度な計算アルゴリズムとの融合が可能にする新しい光画像センシング技術}, booktitle = {レーザー学会学術講演会 第43回年次大会 予稿集}, year = 2023, } @inproceedings{CTT100882162, author = {Xiao Chen and Xiuxi Pan and Tomoya Nakamura and Saori Takeyama and Masahiro Yamaguchi}, title = {A wave-optics based superresolution method in FZA lensless camera by image synthesis from different mask patterns}, booktitle = {日本光学会年次学術講演会 予稿集}, year = 2022, } @inproceedings{CTT100882669, author = {山口 雅浩 and Chen Xiao and 田上 典幸 and 小原 一真 and 高橋 京司 and 武山 彩織}, title = {ホログラフィック導波路デバイスと計算イメージングに基づく透明スクリーンカメラ}, booktitle = {日本光学会年次学術講演会 予稿集}, year = 2022, } @inproceedings{CTT100873511, author = {Xiuxi Pan and Xiao Chen and Saori Takeyama and Masahiro Yamaguchi}, title = {Design of optically extended convolutional neural network}, booktitle = {2022 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)}, year = 2022, } @inproceedings{CTT100866863, author = {Xiuxi Pan and Xiao Chen and Saori Takeyama and Masahiro Yamaguchi}, title = {Lensless Imaging and Recognition with Transformer-based Neural Networks}, booktitle = {}, year = 2022, } @inproceedings{CTT100862230, author = {山口雅浩 and 田上典幸 and Chen Xiao and 中村友哉 and 武山彩織}, title = {ホログラフィック導波路デバイスを用いたディスプレイ表面透明カメラ}, booktitle = {信学技報}, year = 2021, } @inproceedings{CTT100862796, author = {Xiuxi Pan and Xiao Chen and Tomoya Nakamura and Saori Takeyama and Masahiro Yamaguchi}, title = {マスクを用いたレンズレス光学系のためのTransformerニューラルネットワークによる非干渉かつ再構成不要な物体認識}, booktitle = {日本光学会年次学術講演会 講演予稿集}, year = 2021, } @inproceedings{CTT100858982, author = {Xiao Chen and Tomoya Nakamura and Xiuxi Pan and Kazuyuki Tajima and Keita Yamaguchi and Takeshi Shimano and Masahiro Yamaguchi}, title = {Resolution improvement in FZA lensless camera by synthesizing images captured with different mask-sensor distances}, booktitle = {Proceedings of 2021 IEEE International Conference on Image Processing}, year = 2021, } @inproceedings{CTT100849450, author = {Masahiro Yamaguchi and Noriyuki Tagami and Xiao Chen and Hiroki Konno and Tomoya Nakamura}, title = {Computational see-through screen camera using a holographic waveguide device}, booktitle = {OSA Technical Digest (Optica Publishing Group, 2021)}, year = 2021, } @inproceedings{CTT100834455, author = {Xiuxi Pan and Tomoya Nakamura and Xiao Chen and Masahiro Yamaguchi}, title = {Design of lensless inference camera}, booktitle = {日本光学会年次学術講演会 予稿集}, year = 2020, } @inproceedings{CTT100834456, author = {Xiao Chen and Xiuxi Pan and Tomoya Nakamura and Kazuyuki Tajima and Keita Yamaguchi and Takeshi Shimano and Masahiro Yamaguchi}, title = {Resolution enhancement in FZA lens-less camera using images captured with different mask-sensor distances}, booktitle = {日本光学会年次学術講演会 予稿集}, year = 2020, } @misc{CTT100888178, author = {Pan Xiuxi and Chen Xiao and 武山 彩織 and 山口 雅浩}, title = {2022年日本の光学研究:トランスフォーマーに基づく画像再構成手法}, year = 2023, } @misc{CTT100908337, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, year = 2023, } @misc{CTT100902185, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, year = 2023, } @misc{CTT100902186, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, year = 2023, } @phdthesis{CTT100908337, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, school = {東京工業大学}, year = 2023, } @phdthesis{CTT100902185, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, school = {東京工業大学}, year = 2023, } @phdthesis{CTT100902186, author = {Xiao Chen}, title = {A thin and functional camera system based on computational imaging}, school = {東京工業大学}, year = 2023, }