Du Weiwei

Affiliation and department：

Research field (2)： Intelligent robotics , Perceptual information processing

Research keywords (7)： Machine learning , Pattern recognition , Image processing , Computer vision , Artificial intelligence , Medical image processing , Computer-aided diagnosis

Research theme for competitive and other funds (5)：

2025 - 2028 Wood Construction Method with Reclaimed Timber - Adaptive Performance Design and Robotic Construction
2023 - 2025 職人と小型ロボットが協働する新しい湿式施工法の開発
2019 - 2022 Log physical appearance quantitatively analyzed by image analysis and its relationship with log strength properties: toward log strength estimation using machine learning model.
2014 - 2015 半教師付き学習法による早期前立腺癌画像の分析
2012 - 2014 Graph-based semi-supervised learning with active contour model

Papers (69)：

Xiaozhong Xue, Yanhe Ma, Weiwei Du, Yahui Peng. Squeeze-and-excitation vision transformer for lung nodule classification. IEEE Access. 2025
Jesús Eduardo Ochoa-Astorga, Linni Wang, Weiwei Du, Yahui Peng. Enhanced Vascular Bifurcations Mapping: Refining Fundus Image Registration. Electronics. 2024
Shuai Dong, Makoto Muramoto, Weiwei Du. A Custom Robotic Arm Simulation Using RoboDK for Plastering Work. Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence. 2024. 6. 228-232
Irawati Nurmala Sari, Weiwei Du. Weighted Similarity-Confidence Laplacian Synthesis for High-Resolution Art Painting Completion. Applied Sciences. 2024
Koshin Narita, Weiwei Du, Liang Zhao, Liyou Han. Common Substructures Extraction in Compounds: A Heuristic using Fragment Segmentation and Chemical Structure Notation. BCD. 2024. 154-159

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MISC (52)：

薛暁仲, 杜偉薇, 三宅正裕, 佐渡恵奈. OCTのBスキャンにおける液体領域のセグメンテーション. 日本眼科AI学会総会抄録集. 2024. 5th
柳原奈於, 薛暁仲, 杜偉薇, 三宅正裕, 佐渡恵奈. OCTA画像における血管のセグメンテーション. 日本眼科AI学会総会抄録集. 2024. 5th
森本理仁, 登尾育海, 村本真, DU Weiwei, BANA Geregely Peter, 西村智賢. Region Determination of Mud Wall Plastering Using Machine Learning for Plastering Robot Arm. 日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM). 2023. 2023
水野花音, 薛暁仲, 杜偉薇. 眼底画像におけるSwin-unetを用いたOC,ODの分割. 電気関係学会関西連合大会(Web). 2023. 2023 (CD-ROM)
財部純之介, SARI Irawati Nurmala, 杜偉薇. AR空間におけるスマートフォン上での繰り返し構造を持つ1枚画像からの3次元画像の生成. 電気関係学会関西連合大会(Web). 2023. 2023 (CD-ROM)

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Lectures and oral presentations (7)：

左官ロボットのための機械学習を用いた壁面塗り領域判定
(日本建築学会大会学術講演梗概集,情報システム技術, pp. 211-212, 2023)
Image Inpainting using Automatic Structure Propagation with Auxiliary Line Construction
(2023 9th International Conference on Computing and Artificial Intelligence 2023)
Diagnosis of benign or malignant lung nodules on CT images using CNN-based deep learning models
(KIT Bio Tech & IT Online Spring School 2023 2023)
深層学習を用いた眼底画像における眼の年齢の推定
(第12回4大学連携研究フォーラム 2022)
Swin-unet を用いた眼底画像の Optic Cup のセグメンテーション
(第12回4大学連携研究フォーラム 2022)

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Education (3)：

2005 - 2008 Kyushu University
2003 - 2005 The University of Aizu
1998 - 2002 Tianjin Chengjian University

Professional career (1)：

博士 (九州大学)

Work history (5)：

2019/01 - Kyoto Institute of Technology Information Science and Human Assoacite professor
2013/10 - 2018/12 Kyoto Institute of Technology Information science and human Assistant professor
2013/04 - 2013/09 University of Chicago Department of Radiology Division of the Biological Science Visiting Scholar
2008/04 - 2013/03 Kyoto Institute of Technology Graduate School of Science and Technology Assistant professor
2002/08 - 2003/02 Tianjin Urban Planning and Design Institute

Committee career (3)：

2023/04 - 現在映像情報メディア学会関西支部会計幹事
2015/04 - 現在映像情報メディア学会関西支部役職員
2021/04 - 2023/03 映像情報メディア学会関西支部庶務幹事

Awards (10)：

2024/07 - 26th IEEE/ACIS International Conference on Computer and Information Science Best Student Paper Award Wood Strength Prediction via Log Section Images using Filtered Swin-Transformer Model
2024/07 - 26th IEEE/ACIS International Conference on Computer and Information Science Best Student Paper Award Edge-Enhaced ConvNeXt-Unet for Foveal Avascular Zone Segmentation from Optical Coherence Tomography Angiography
2023/11 - Kansai-section Joint Convention of Institutes of Electrical Engineering Incentive award
2023/06 - 2023 International Symposium on COmputer, Consumer and Control Best Conference Paper High-Resolution Art Painting Completion using Multi-Region Laplacian Fusion
2022/11 - Kansai-section Joint Convention of Institutes of Electrical Engineering Incentive award

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Association Membership(s) (4)：

The Japanese Scoiety for Artifical Intelligence , Japanese Scociety of Artifical Intelligence in Ophthalmology , Institute of Electrical and Electronics Engineers(IEEE) , Institute of Electronics, Information and Communication Engineers(IEICE)

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