"山口 雅浩,Pan Xiuxi,武山 彩織","レンズレスカメラに適した深層学習モデルの新展開",,"光アライアンス","日本工業出版株式会社","Vol. 35","No. 1","pp. 38-41",2024,Jan.
"Xiao Chen,Xiuxi Pan,長田 凌,Cunyuan Ji,武山 彩織,山口 雅浩","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","日本光学会年次学術講演会  Optics & Photonics Japan 2023","?本光学会年次学術講演会 Optics & Photonics Japan 2023 講演予稿集",,,,"  28pAS10",2023,Nov.
"Pan Xiuxi,Chen Xiao,武山 彩織,山口 雅浩","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",,"光学",,"Vol. 52","No. 6","p. 255",2023,June
"Pan xiuxi,武山 彩織,山口 雅浩","最先端機械学習モデル「Vision Transformer」に基づくレンズレスカメラの画像再構成手法",,"画像ラボ 2023年4月号","日本工業出版","Vol. 34","No. 4","pp. 37-42",2023,Apr.
"Xiao Chen,Xiuxi Pan,Tomoya Nakamura,Saori Takeyama,Takeshi Shimano,Kazuyuki Tajima,Masahiro Yamaguchi","Wave-optics-based image synthesis for super resolution reconstruction of FZA lensless camera",,"Optics Express","Optica","Vol. 31","Issue 8","pp. 12739-12755",2023,Apr.
"山口 雅浩,Pan Xiuxi,Chen Xiao,高橋 京司,武山 彩織","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","レーザー学会学術講演会 第43回年次大会","レーザー学会学術講演会 第43回年次大会 予稿集",,,,"  S04-19p-I-05",2023,Jan.
"Xiao Chen,Xiuxi Pan,Tomoya Nakamura,Saori Takeyama,Masahiro Yamaguchi","A wave-optics based superresolution method in FZA lensless camera by image synthesis from different mask patterns","日本光学会年次学術講演会  Optics & Photonics Japan 2022","日本光学会年次学術講演会 予稿集",,"  2022",,"  14aBJ3",2022,Nov.
"Xiuxi Pan","Next-generation Imaging and Sensing: Lensless Optics Equipped with Deep Learning",,,,,,,2022,Sept.
"Xiuxi Pan","Next-generation Imaging and Sensing: Lensless Optics Equipped with Deep Learning",,,,,,,2022,Sept.
"Xiuxi Pan","Next-generation Imaging and Sensing: Lensless Optics Equipped with Deep Learning",,,,,,,2022,Sept.
"Xiuxi Pan,Xiao Chen,Saori Takeyama,Masahiro Yamaguchi","Design of optically extended convolutional neural network","The 13th International Conference on Optics-photonics Design & Fabrication "ODF'22, Sapporo"","2022 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)",,,,"  P-OTh-35",2022,Aug.
"Xiao Chen,Noriyuki Tagami,Hiroki Konno,Tomoya Nakamura,Saori Takeyama,Xiuxi Pan,Masahiro Yamaguchi","Computational see-through screen camera based on a holographic waveguide device",,"Optics Express",,"Vol. 30","Issue 14","pp. 25006-25019",2022,June
"Xiuxi Pan",""Lens-less" Imaging Through Advanced Machine Learning for Next Generation Image Sensing Solutions",,"WIRED, Nikkei, Phys.org, EurekAlert!, Tokyo Tech News, et al.",,,,,2022,May
"Xiuxi Pan,Xiao Chen,Saori Takeyama,Masahiro Yamaguchi","Lensless Imaging and Recognition with Transformer-based Neural Networks","Information Photonics 2022 (IP2022)",,,,,"  IP3-04",2022,Apr.
"Xiuxi Pan","Optically encoded pattern reconstruction and recognition with Vision Transformer","日本光学会第11回 AI Optics研究グループ研究会",,,,,,2022,Mar.
"Xiuxi Pan,xiao chen,Saori Takeyama,Masahiro Yamaguchi","Image reconstruction with transformer for mask-based lensless imaging",,"Optics Letters","Optica Publishing Group","Vol. 47","Issue 7","pp. 1843-1846",2022,Mar.
"Xiuxi Pan,Xiao Chen,Tomoya Nakamura,Saori Takeyama,Masahiro Yamaguchi","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","日本光学会年次学術講演会  Optics & Photonics Japan 2021","日本光学会年次学術講演会 講演予稿集",,"  2021",,"  27pAS8",2021,Oct.
"Xiuxi Pan,Xiao Chen,Tomoya Nakamura,Masahiro Yamaguchi","Incoherent reconstruction-free object recognition with mask-based lensless optics and Transformer",,"Optics Express",,"Vol. 29","Issue 23","pp. 37962-37978",2021,Oct.
"Xiao Chen,Tomoya Nakamura,Xiuxi Pan,Kazuyuki Tajima,Keita Yamaguchi,Takeshi Shimano,Masahiro Yamaguchi","Resolution improvement in FZA lensless camera by synthesizing images captured with different mask-sensor distances","2021 IEEE International Conference on Image Processing","Proceedings of  2021 IEEE International Conference on Image Processing",,,,"pp. 2808-2812",2021,Sept.
"Xiuxi Pan,Tomoya Nakamura,Xiao Chen,Masahiro Yamaguchi","Lensless inference camera: incoherent object recognition through a thin mask with LBP map generation",,"Optics Express",,"Vol. 29","Issue 7","pp. 9758-9771",2021,Mar.
"Xiuxi Pan,Tomoya Nakamura,Xiao Chen,Masahiro Yamaguchi","Design of lensless inference camera","日本光学会年次学術講演会 Optics & Photonics Japan 2020","日本光学会年次学術講演会 予稿集",,"  2020",,"  15aAJ3",2020,Nov.
"Xiao Chen,Xiuxi Pan,Tomoya Nakamura,Kazuyuki Tajima,Keita Yamaguchi,Takeshi Shimano,Masahiro Yamaguchi","Resolution enhancement in FZA lens-less camera using images captured with different mask-sensor distances","日本光学会年次学術講演会 Optics & Photonics Japan 2020","日本光学会年次学術講演会 予稿集",,"  2020",,"  15aAJ4",2020,Nov.