SUGIMURA Daisuke
准教授
杉村 大輔 スギムラ ダイスケ すぎむら だいすけ
プロフィール
所属
東京都立大学システムデザイン学部 情報科学科
システムデザイン研究科 情報科学域
最終学歴・学位
博士（情報理工学）
専門・研究分野
画像認識 / 画像処理 / 機械学習
研究
研究テーマ
目に見えないものを見えるようにする計算撮像や、コンピュータに人間の眼の機能を持たせることを目的とした画像認識の研究に取り組んでいます。
研究キーワード
画像認識 / 画像処理 / 機械学習
詳細情報
【国際論文誌】
"#" indicates corresponding author.
1. Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura and Takayuki Hamamoto, "Spatio-Temporal Structure Extraction of Blood Volume Pulse Using Dynamic Mode Decomposition for Heart Rate Estimation", IEEE Access, DOI: 10.1109/ACCESS.2023.3284465, Vol. 11, pp. 59081--59096, 2023.
2. Yoshihiro Maeda, Goki Tsukimura, Daisuke Sugimura and Takayuki Hamamoto, "Multispectral Near-Infrared Imaging for Wetness Estimation", Journal of the Optical Society of America A (JOSA A), DOI: 10.1364/JOSAA.463072, Vol. 39, No. 11, pp. 1958--1970, Optica, 2022.
3. Kosuke Kurihara, Daisuke Sugimura(#) and Takayuki Hamamoto, "Non-Contact Heart Rate Estimation via Adaptive RGB/NIR Signal Fusion", IEEE Transactions on Image Processing (TIP), DOI: 10.1109/TIP.2021.3094739, Vol. 30, pp. 6528 -- 6543, 2021.
4. Koya Sato and Daisuke Sugimura, "Rate-Adapted Decentralized Learning Over Wireless Networks", IEEE Transactions on Cognitive Communications and Networking (TCCN), DOI: 10.1109/TCCN.2021.3074908, Vol. 7, No. 4, pp. 1412 -- 1429, 2021.
5. Katsuya Fujii, Daisuke Sugimura(#) and Takayuki Hamamoto, "Hierarchical Group-Level Emotion Recognition", IEEE Transactions on Multimedia (TMM), DOI: 10.1109/TMM.2020.3033125, Vol. 23, pp. 3892 -- 3906, 2021.
6. Daisuke Sugimura(#), Tomoaki Yamazaki and Takayuki Hamamoto, "Three-Dimensional Point Cloud Object Detection using Scene Appearance Consistency among Multi-View Projection Directions", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2019.2957821, Vol. 30, No. 10, pp. 3345--3357, 2020.
7. Takayuki Honda (*), Daisuke Sugimura(*,#) and Takayuki Hamamoto, "Multi-Frame RGB/NIR Imaging for Low-Light Color Image Super-Resolution", IEEE Transactions on Computational Imaging (TCI), DOI: 10.1109/TCI.2019.2948779, Vol. 6, pp. 248--262, 2020 (* Both authors contributed equally to this work).
8. Kohei Nomura, Daisuke Sugimura(#) and Takayuki Hamamoto, "Underwater Image Color Correction using Exposure-Bracketing Imaging", IEEE Signal Processing Letters (SPL), DOI: 10.1109/LSP.2018.2831630, Vol. 25, No. 6, pp. 893--897, 2018.
9. Daisuke Sugimura(#), Fumihiro Teshima and Takayuki Hamamoto, "Online Background Subtraction with Freely Moving Cameras using Different Motion Boundaries", Image and Vision Computing (IMAVIS), DOI: 10.1016/j.imavis.2018.06.003, Vol. 76, pp. 76--92, Elsevier, 2018.
10. Daisuke Sugimura(#), Suguru Kobayashi and Takayuki Hamamoto, "Concept of Dual-resolution Light Field Imaging using an Organic Photoelectric Conversion Film for High-resolution Light Field Photography", Applied Optics (AO), DOI: 10.1364/AO.56.008687, Vol. 56, No. 31, pp. 8687--8698, OSA, 2017.
11. Hiroki Yamashita, Daisuke Sugimura(#) and Takayuki Hamamoto, "Low-light color image enhancement via iterative noise reduction using RGB/NIR sensor", Journal of Electronic Imaging (JEI), DOI: 10.1117/1.JEI.26.4.043017, Vol. 26, No. 4, pp. 043017-1--043017-13, SPIE, 2017.
12. Daisuke Sugimura(#), Masaru Tomabechi, Tadaaki Hosaka and Takayuki Hamamoto, "Compressive Multi-spectral Imaging using Self-correlations of Images based on Hierarchical Joint Sparsity Models", Machine Vision and Applications (MVAP), DOI: 10.1007/s00138-016-0761-y, Vol. 27, No. 4, pp. 499--510, Springer, 2016.
13. Daisuke Sugimura(#), Takayuki Fujimura and Takayuki Hamamoto, "Enhanced Cascading Classifier using Multi-scale HOG for Pedestrian Detection from Aerial Images", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), DOI: 10.1142/S0218001416550090, Vol. 30, No. 3, pp. 1655009-1--1655009-23, 2016.
14. Daisuke Sugimura(#), Hiroharu Tsutsui and Takayuki Hamamoto, "Detecting Flaws in Golf Swing using Common Movements of Professional Players", Machine Vision and Applications (MVAP), DOI: 10.1007/s00138-015-0725-7, Vol. 27, No. 1, pp. 13--22, Springer, 2016.
15. Daisuke Sugimura(#), Takuya Mikami, Hiroki Yamashita and Takayuki Hamamoto, "Enhancing Color Images of Extremely Low Light Scenes based on RGB/NIR Images Acquisition with Different Exposure Times", IEEE Transactions on Image Processing (TIP), DOI: 10.1109/TIP.2015.2448356, Vol. 24, No. 11, pp. 3586--3597, 2015.
16. Isarun Chamveha, Yusuke Sugano, Daisuke Sugimura, Teera Siriteerakul, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Head Direction Estimation from Low Resolution Images with Scene Adaptation", Computer Vision and Image Understanding (CVIU), Vol. 117, No. 10, pp. 1502--1511, Elsevier, 2013.
【和文論文誌】
"#" indicates corresponding author.
1. 土屋敦彦，杉村大輔 (#)，池岡宏，浜本隆之，"RGB-D映像の時空間相関に基づく深度画像の高解像度化"，電子情報通信学会論文誌，Vol. J101-D，No. 9，pp. 1250--1258，2018．
2. 中野広基，杉村大輔，浜本隆之，"Color Line Modelを用いた合焦領域が異なるステレオ画像における視差推定"，電子情報通信学会論文誌，Vol. J100-D, No. 9, pp. 850--852, 2017．
3. 中野広基，杉村大輔 ，浜本隆之，"時空間視差曲面モデルを用いたステレオ動画像における視差推定"，電子情報通信学会論文誌，Vol. J99-D, No. 9, pp. 836--847, 2016．
4. 安川雄介，杉村大輔 (#)，浜本隆之，”長露光画像における自己類似度を用いた低照度環境下ハンドジェスチャ識別”，電子情報通信学会論文誌，Vol. J98-D，No. 9，pp. 1234--1236，2015．
5. 佐藤俊一，齋藤一希，大倉水斗，杉村大輔，浜本隆之，“コマ収差による三次位相変化を用いたWavefront CodingにおけるPSF補正に基づく復元画像の画質改善”，映像情報メディア学会誌，Vol.69，No. 3，pp. J-93--J99，2015．
6. 苫米地大，杉村大輔 (#)，保坂忠明，浜本隆之，“圧縮センシングに基づく画像の自己相関性を利用したカラー画像の再構成”，電子情報通信学会論文誌，Vol. J97-D，No. 9，pp. 1456--1458，2014．
7. 藤村高之，杉村大輔 ，保坂忠明，浜本隆之，“白線位置に基づく夜間車載カメラ映像からの先行車領域推定の方式改善”，映像情報メディア学会誌，Vol. 68，No. 7，pp. J302--J305，2014．
8. 杉村大輔 (#)，木谷クリス真実，岡部孝弘，佐藤洋一，杉本晃宏，“歩容特徴と局所的見えを考慮した特徴点軌跡のクラスタリングによる混雑環境下人物追跡”，電子情報通信学会論文誌，Vol. J93-D，No. 8，pp. 1512--1522，2010．
9. 大野宏，中嶋信生，佐藤洋一，小林貴訓，杉村大輔，加納梢，“不審行動検知による万引き防止策の一提案”，日本セキュリティ・マネジメント学会論文誌，Vol. 23，No. 1，pp. 26--38，2009．
10. 杉村大輔 (#)，小林貴訓，佐藤洋一，杉本晃宏，“行動歴に基づく人物存在確率の利用による人物三次元追跡の安定化”，情報処理学会論文誌コンピュータビジョンとイメージメディア, Vol. 1, No. 2, pp. 100--110, 2008．
11. 小林貴訓，杉村大輔，平澤宏祐，鈴木直彦，鹿毛裕史，佐藤洋一，杉本晃 宏，“パーティクルフィルタとカスケード型識別器の統合による人物三次元追跡，”電子情報通信学会論文誌D-II，Vol. J90-D，No.8，pp.2049--2059， 2007．
【国際会議プロシーディングス】
1. Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura, and Takayuki Hamamoto, "Blood Volume Pulse Signal Extraction based on Spatio-Temporal Low-Rank Approximation for Heart Rate Estimation", in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1--5, Dec. 2022.
2. Koya Sato, Yasuyuki Satoh, and Daisuke Sugimura, "Network-Density-Controlled Decentralized Parallel Stochastic Gradient Descent in Wireless Systems", in Proc. of IEEE International Conference on Communications (ICC), pp. 1--6, Jun. 2020.
3. Kosuke Kurihara, Daisuke Sugimura, and Takayuki Hamamoto, "Adaptive Fusion of RGB/NIR Signals based on Face/Background Cross-spectral Analysis for Heart Rate Estimation", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 4534--4538, Sep. 2019.
4. Katsuya Fujii, Daisuke Sugimura, and Takayuki Hamamoto, "Hierarchical Group-level Emotion Recognition in the Wild", in Proc. of IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1--5, May 2019.
5. Takayuki Honda, Daisuke Sugimura, and Takayuki Hamamoto, "Low-light Color Image Super-resolution using RGB/NIR Sensor", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 56--60, Oct. 2018.
6. Tomoaki Yamazaki, Daisuke Sugimura, and Takayuki Hamamoto, "Discovering Correspondence among Image Sets with Projection View Preservation for 3D Object Detection in Point Clouds", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3111--3115, Apr. 2018.
7. Kohei Nomura, Daisuke Sugimura and Takayuki Hamamoto, "Color Correction of Underwater Images based on Multi-Illuminant Estimation with Exposure Bracketing Imaging", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 705--709, Sep. 2017.
8. Atsuhiko Tsuchiya, Daisuke Sugimura and Takayuki Hamamoto, "Depth Upsampling by Depth Prediction", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 1662--1666, Sep. 2017.
9. Hiroki Yamashita, Daisuke Sugimura, and Takayuki Hamamoto, "RGB-NIR Imaging with Exposure Bracketing for Joint Denoising and Deblurring of Low-light Color Images", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6055--6059, Mar. 2017.
10. Hiroki Nakano, Daisuke Sugimura, and Takayuki Hamamoto, "Disparity Estimation in Stereo Videos using Spatio-temporal Disparity Hyperplane Models", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2017--2021, Mar. 2017.
11. Suguru Kobayashi, Daisuke Sugimura and Takayuki Hamamoto, "Two-layer Light Field Imaging using an Organic Photoelectric Conversion Film", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 1574--1578, Sep. 2016.
12. Daisuke Sugimura, Yusuke Yasukawa and Takayuki Hamamoto, "Using Motion Blur to Recognize Hand Gestures in Low-Light Scenes", in Proc. of International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISGRAPP), Vol. 4: VISAPP, pp. 308--316, Feb. 2016.
13. Hiroki Yamashita, Daisuke Sugimura and Takayuki Hamamoto, “Enhancing Low-light Color Images using an RGB-NIR Sensor”, in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1--4, Dec. 2015.
14. Takuya Mikami, Daisuke Sugimura and Takayuki Hamamoto, “Capturing Color and Near Infrared Images with Different Exposure Times for Image Enhancement under Extremely Low-light Scene”, in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 669--673, Oct. 2014.
15. Isarun Chamveha, Yusuke Sugano, Daisuke Sugimura, Teera Siriteerakul, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Appearance-Based Head Pose Estimation with Scene-Specific Adaptation", in Proc. of IEEE Workshop on Visual Surveillance (VS), pp. 1713--1720, 2011.
16. Teera Siriteerakul, Daisuke Sugimura and Yoichi Sato, “Head Pose Classification from Low Resolution Images using Pairwise Non-Local Intensity and Color Differences”, in Proc. of Pacific-Rim Symposium on Image and Video Technology (PSIVT), pp. 362--369, 2010.
17. Daisuke Sugimura, Kris M. Kitani, Takahiro Okabe, Yoichi Sato and Akihiro Sugimoto, “Using Individuality to Track Individuals: Clustering Individual Trajectories in Crowds using Local Appearance and Frequency Trait”, in Proc. of IEEE International Conference on Computer Vision (ICCV), pp.1467--1474, 2009.
18. Daisuke Sugimura, Yoshinori Kobayashi, Yoichi Sato and Akihiro Sugimoto, “Incorporating Long-Term Observations of Human Actions for Stable 3D People Tracking,”in Proc. of IEEE Workshop on Motion and Video Computing (WMVC), pp. 1--7, Jan. 2008.
19. Yoshinori Kobayashi, Daisuke Sugimura, Yoichi Sato, Kousuke Hirasawa, Naohiko Suzuki, Hiroshi Kage and Akihiro Sugimoto, “3D Head Tracking using the Particle Filter with Cascaded Classifiers,” in Proc. of British Machine Vision Conference (BMVC), pp.37--46, 2006.
【招待講演等】
1. Daisuke Sugimura, "Can Computational Imaging Help Computer Vision? - Towards the development of novel applications -", Imaging & Sensing Online Workshop, Jun., 2020.
2. 杉村大輔，“ディープラーニングの基礎と実践例（第2回：ディープラーニングで映像を認識する）”，東京理科大学オープンカレッジ講座（2020年11月，2021年7月，2022年3月，2022年7月，2022年12月）．
3. 杉村大輔，“深層学習が得意なこと・不得意なこと～不得意な課題へのアプローチ～”，次世代画像入力ビジョンシステム部会定例会，第177回・3月，2018．
4. 杉村大輔，“撮像の工夫による画像処理・認識技術の高度化”，映像情報メディア学会技術報告（情報センシング研究会），Vol. 41，No. 10，pp.1，2017．
【解説記事等】
1. 前田慶博，梅澤ひかる，栗原康佑，浜本隆之，杉村大輔，福嶋慶繁，” 遠赤外動画像における主成分分析を用いた脈拍数推定手法の検討 ”，画像ラボ，日本工業出版，Vol. 35，No. 3，pp. 46--49，2024．
2. 杉村大輔，中野真理子，徳永律子，内田葉子，“多段階識別に基づく瞬き動作認証手法の検討”，画像ラボ，日本工業出版，Vol. 31，No. 2，pp. 32--36，2020．
3. 雨車和憲，杉村大輔，“ICIP2017参加報告”，映像情報メディア学会誌，Vol. 72，No. 1，pp. 74--76，2018．
4. 杉村大輔，安川雄介，浜本隆之，“動きぼけを用いた低照度環境下におけるハンドジェスチャ識別手法”，画像ラボ，日本工業出版，Vol. 27，No. 10，pp. 46--50，2016．
5. 杉村大輔，“行動特徴に基づく人物追跡”，研究会推薦博士論文速報，情報処理学会誌，Vol. 52，No. 12，pp. 1314, 2011．
6. 杉村大輔，岡部孝弘，佐藤洋一，木谷クリス真実，杉本晃宏，“歩容特徴と局所的な見えを用いた混雑環境下における人物追跡手法”，画像ラボ，日本工業出版，Vol. 22，No.5，pp. 1--7, 2011．
7. 小林貴訓，佐藤洋一，杉村大輔，関真規人，平澤宏祐，鈴木直彦，鹿毛裕史，杉本晃宏，“ パーティクルフィルタとカスケード型識別器の統合による人物三次元追跡～人物追跡の頑健化・高精度化に向けて～ ”，画像ラボ，日本工業出版，Vol. 18，No. 12，pp. 28--33, 2007．
"#" indicates corresponding author.
1. Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura and Takayuki Hamamoto, "Spatio-Temporal Structure Extraction of Blood Volume Pulse Using Dynamic Mode Decomposition for Heart Rate Estimation", IEEE Access, DOI: 10.1109/ACCESS.2023.3284465, Vol. 11, pp. 59081--59096, 2023.
2. Yoshihiro Maeda, Goki Tsukimura, Daisuke Sugimura and Takayuki Hamamoto, "Multispectral Near-Infrared Imaging for Wetness Estimation", Journal of the Optical Society of America A (JOSA A), DOI: 10.1364/JOSAA.463072, Vol. 39, No. 11, pp. 1958--1970, Optica, 2022.
3. Kosuke Kurihara, Daisuke Sugimura(#) and Takayuki Hamamoto, "Non-Contact Heart Rate Estimation via Adaptive RGB/NIR Signal Fusion", IEEE Transactions on Image Processing (TIP), DOI: 10.1109/TIP.2021.3094739, Vol. 30, pp. 6528 -- 6543, 2021.
4. Koya Sato and Daisuke Sugimura, "Rate-Adapted Decentralized Learning Over Wireless Networks", IEEE Transactions on Cognitive Communications and Networking (TCCN), DOI: 10.1109/TCCN.2021.3074908, Vol. 7, No. 4, pp. 1412 -- 1429, 2021.
5. Katsuya Fujii, Daisuke Sugimura(#) and Takayuki Hamamoto, "Hierarchical Group-Level Emotion Recognition", IEEE Transactions on Multimedia (TMM), DOI: 10.1109/TMM.2020.3033125, Vol. 23, pp. 3892 -- 3906, 2021.
6. Daisuke Sugimura(#), Tomoaki Yamazaki and Takayuki Hamamoto, "Three-Dimensional Point Cloud Object Detection using Scene Appearance Consistency among Multi-View Projection Directions", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2019.2957821, Vol. 30, No. 10, pp. 3345--3357, 2020.
7. Takayuki Honda (*), Daisuke Sugimura(*,#) and Takayuki Hamamoto, "Multi-Frame RGB/NIR Imaging for Low-Light Color Image Super-Resolution", IEEE Transactions on Computational Imaging (TCI), DOI: 10.1109/TCI.2019.2948779, Vol. 6, pp. 248--262, 2020 (* Both authors contributed equally to this work).
8. Kohei Nomura, Daisuke Sugimura(#) and Takayuki Hamamoto, "Underwater Image Color Correction using Exposure-Bracketing Imaging", IEEE Signal Processing Letters (SPL), DOI: 10.1109/LSP.2018.2831630, Vol. 25, No. 6, pp. 893--897, 2018.
9. Daisuke Sugimura(#), Fumihiro Teshima and Takayuki Hamamoto, "Online Background Subtraction with Freely Moving Cameras using Different Motion Boundaries", Image and Vision Computing (IMAVIS), DOI: 10.1016/j.imavis.2018.06.003, Vol. 76, pp. 76--92, Elsevier, 2018.
10. Daisuke Sugimura(#), Suguru Kobayashi and Takayuki Hamamoto, "Concept of Dual-resolution Light Field Imaging using an Organic Photoelectric Conversion Film for High-resolution Light Field Photography", Applied Optics (AO), DOI: 10.1364/AO.56.008687, Vol. 56, No. 31, pp. 8687--8698, OSA, 2017.
11. Hiroki Yamashita, Daisuke Sugimura(#) and Takayuki Hamamoto, "Low-light color image enhancement via iterative noise reduction using RGB/NIR sensor", Journal of Electronic Imaging (JEI), DOI: 10.1117/1.JEI.26.4.043017, Vol. 26, No. 4, pp. 043017-1--043017-13, SPIE, 2017.
12. Daisuke Sugimura(#), Masaru Tomabechi, Tadaaki Hosaka and Takayuki Hamamoto, "Compressive Multi-spectral Imaging using Self-correlations of Images based on Hierarchical Joint Sparsity Models", Machine Vision and Applications (MVAP), DOI: 10.1007/s00138-016-0761-y, Vol. 27, No. 4, pp. 499--510, Springer, 2016.
13. Daisuke Sugimura(#), Takayuki Fujimura and Takayuki Hamamoto, "Enhanced Cascading Classifier using Multi-scale HOG for Pedestrian Detection from Aerial Images", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), DOI: 10.1142/S0218001416550090, Vol. 30, No. 3, pp. 1655009-1--1655009-23, 2016.
14. Daisuke Sugimura(#), Hiroharu Tsutsui and Takayuki Hamamoto, "Detecting Flaws in Golf Swing using Common Movements of Professional Players", Machine Vision and Applications (MVAP), DOI: 10.1007/s00138-015-0725-7, Vol. 27, No. 1, pp. 13--22, Springer, 2016.
15. Daisuke Sugimura(#), Takuya Mikami, Hiroki Yamashita and Takayuki Hamamoto, "Enhancing Color Images of Extremely Low Light Scenes based on RGB/NIR Images Acquisition with Different Exposure Times", IEEE Transactions on Image Processing (TIP), DOI: 10.1109/TIP.2015.2448356, Vol. 24, No. 11, pp. 3586--3597, 2015.
16. Isarun Chamveha, Yusuke Sugano, Daisuke Sugimura, Teera Siriteerakul, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Head Direction Estimation from Low Resolution Images with Scene Adaptation", Computer Vision and Image Understanding (CVIU), Vol. 117, No. 10, pp. 1502--1511, Elsevier, 2013.
【和文論文誌】
"#" indicates corresponding author.
1. 土屋敦彦，杉村大輔 (#)，池岡宏，浜本隆之，"RGB-D映像の時空間相関に基づく深度画像の高解像度化"，電子情報通信学会論文誌，Vol. J101-D，No. 9，pp. 1250--1258，2018．
2. 中野広基，杉村大輔，浜本隆之，"Color Line Modelを用いた合焦領域が異なるステレオ画像における視差推定"，電子情報通信学会論文誌，Vol. J100-D, No. 9, pp. 850--852, 2017．
3. 中野広基，杉村大輔 ，浜本隆之，"時空間視差曲面モデルを用いたステレオ動画像における視差推定"，電子情報通信学会論文誌，Vol. J99-D, No. 9, pp. 836--847, 2016．
4. 安川雄介，杉村大輔 (#)，浜本隆之，”長露光画像における自己類似度を用いた低照度環境下ハンドジェスチャ識別”，電子情報通信学会論文誌，Vol. J98-D，No. 9，pp. 1234--1236，2015．
5. 佐藤俊一，齋藤一希，大倉水斗，杉村大輔，浜本隆之，“コマ収差による三次位相変化を用いたWavefront CodingにおけるPSF補正に基づく復元画像の画質改善”，映像情報メディア学会誌，Vol.69，No. 3，pp. J-93--J99，2015．
6. 苫米地大，杉村大輔 (#)，保坂忠明，浜本隆之，“圧縮センシングに基づく画像の自己相関性を利用したカラー画像の再構成”，電子情報通信学会論文誌，Vol. J97-D，No. 9，pp. 1456--1458，2014．
7. 藤村高之，杉村大輔 ，保坂忠明，浜本隆之，“白線位置に基づく夜間車載カメラ映像からの先行車領域推定の方式改善”，映像情報メディア学会誌，Vol. 68，No. 7，pp. J302--J305，2014．
8. 杉村大輔 (#)，木谷クリス真実，岡部孝弘，佐藤洋一，杉本晃宏，“歩容特徴と局所的見えを考慮した特徴点軌跡のクラスタリングによる混雑環境下人物追跡”，電子情報通信学会論文誌，Vol. J93-D，No. 8，pp. 1512--1522，2010．
9. 大野宏，中嶋信生，佐藤洋一，小林貴訓，杉村大輔，加納梢，“不審行動検知による万引き防止策の一提案”，日本セキュリティ・マネジメント学会論文誌，Vol. 23，No. 1，pp. 26--38，2009．
10. 杉村大輔 (#)，小林貴訓，佐藤洋一，杉本晃宏，“行動歴に基づく人物存在確率の利用による人物三次元追跡の安定化”，情報処理学会論文誌コンピュータビジョンとイメージメディア, Vol. 1, No. 2, pp. 100--110, 2008．
11. 小林貴訓，杉村大輔，平澤宏祐，鈴木直彦，鹿毛裕史，佐藤洋一，杉本晃 宏，“パーティクルフィルタとカスケード型識別器の統合による人物三次元追跡，”電子情報通信学会論文誌D-II，Vol. J90-D，No.8，pp.2049--2059， 2007．
【国際会議プロシーディングス】
1. Kosuke Kurihara, Yoshihiro Maeda, Daisuke Sugimura, and Takayuki Hamamoto, "Blood Volume Pulse Signal Extraction based on Spatio-Temporal Low-Rank Approximation for Heart Rate Estimation", in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1--5, Dec. 2022.
2. Koya Sato, Yasuyuki Satoh, and Daisuke Sugimura, "Network-Density-Controlled Decentralized Parallel Stochastic Gradient Descent in Wireless Systems", in Proc. of IEEE International Conference on Communications (ICC), pp. 1--6, Jun. 2020.
3. Kosuke Kurihara, Daisuke Sugimura, and Takayuki Hamamoto, "Adaptive Fusion of RGB/NIR Signals based on Face/Background Cross-spectral Analysis for Heart Rate Estimation", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 4534--4538, Sep. 2019.
4. Katsuya Fujii, Daisuke Sugimura, and Takayuki Hamamoto, "Hierarchical Group-level Emotion Recognition in the Wild", in Proc. of IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1--5, May 2019.
5. Takayuki Honda, Daisuke Sugimura, and Takayuki Hamamoto, "Low-light Color Image Super-resolution using RGB/NIR Sensor", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 56--60, Oct. 2018.
6. Tomoaki Yamazaki, Daisuke Sugimura, and Takayuki Hamamoto, "Discovering Correspondence among Image Sets with Projection View Preservation for 3D Object Detection in Point Clouds", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3111--3115, Apr. 2018.
7. Kohei Nomura, Daisuke Sugimura and Takayuki Hamamoto, "Color Correction of Underwater Images based on Multi-Illuminant Estimation with Exposure Bracketing Imaging", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 705--709, Sep. 2017.
8. Atsuhiko Tsuchiya, Daisuke Sugimura and Takayuki Hamamoto, "Depth Upsampling by Depth Prediction", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 1662--1666, Sep. 2017.
9. Hiroki Yamashita, Daisuke Sugimura, and Takayuki Hamamoto, "RGB-NIR Imaging with Exposure Bracketing for Joint Denoising and Deblurring of Low-light Color Images", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6055--6059, Mar. 2017.
10. Hiroki Nakano, Daisuke Sugimura, and Takayuki Hamamoto, "Disparity Estimation in Stereo Videos using Spatio-temporal Disparity Hyperplane Models", in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2017--2021, Mar. 2017.
11. Suguru Kobayashi, Daisuke Sugimura and Takayuki Hamamoto, "Two-layer Light Field Imaging using an Organic Photoelectric Conversion Film", in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 1574--1578, Sep. 2016.
12. Daisuke Sugimura, Yusuke Yasukawa and Takayuki Hamamoto, "Using Motion Blur to Recognize Hand Gestures in Low-Light Scenes", in Proc. of International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISGRAPP), Vol. 4: VISAPP, pp. 308--316, Feb. 2016.
13. Hiroki Yamashita, Daisuke Sugimura and Takayuki Hamamoto, “Enhancing Low-light Color Images using an RGB-NIR Sensor”, in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), pp. 1--4, Dec. 2015.
14. Takuya Mikami, Daisuke Sugimura and Takayuki Hamamoto, “Capturing Color and Near Infrared Images with Different Exposure Times for Image Enhancement under Extremely Low-light Scene”, in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 669--673, Oct. 2014.
15. Isarun Chamveha, Yusuke Sugano, Daisuke Sugimura, Teera Siriteerakul, Takahiro Okabe, Yoichi Sato, and Akihiro Sugimoto, "Appearance-Based Head Pose Estimation with Scene-Specific Adaptation", in Proc. of IEEE Workshop on Visual Surveillance (VS), pp. 1713--1720, 2011.
16. Teera Siriteerakul, Daisuke Sugimura and Yoichi Sato, “Head Pose Classification from Low Resolution Images using Pairwise Non-Local Intensity and Color Differences”, in Proc. of Pacific-Rim Symposium on Image and Video Technology (PSIVT), pp. 362--369, 2010.
17. Daisuke Sugimura, Kris M. Kitani, Takahiro Okabe, Yoichi Sato and Akihiro Sugimoto, “Using Individuality to Track Individuals: Clustering Individual Trajectories in Crowds using Local Appearance and Frequency Trait”, in Proc. of IEEE International Conference on Computer Vision (ICCV), pp.1467--1474, 2009.
18. Daisuke Sugimura, Yoshinori Kobayashi, Yoichi Sato and Akihiro Sugimoto, “Incorporating Long-Term Observations of Human Actions for Stable 3D People Tracking,”in Proc. of IEEE Workshop on Motion and Video Computing (WMVC), pp. 1--7, Jan. 2008.
19. Yoshinori Kobayashi, Daisuke Sugimura, Yoichi Sato, Kousuke Hirasawa, Naohiko Suzuki, Hiroshi Kage and Akihiro Sugimoto, “3D Head Tracking using the Particle Filter with Cascaded Classifiers,” in Proc. of British Machine Vision Conference (BMVC), pp.37--46, 2006.
【招待講演等】
1. Daisuke Sugimura, "Can Computational Imaging Help Computer Vision? - Towards the development of novel applications -", Imaging & Sensing Online Workshop, Jun., 2020.
2. 杉村大輔，“ディープラーニングの基礎と実践例（第2回：ディープラーニングで映像を認識する）”，東京理科大学オープンカレッジ講座（2020年11月，2021年7月，2022年3月，2022年7月，2022年12月）．
3. 杉村大輔，“深層学習が得意なこと・不得意なこと～不得意な課題へのアプローチ～”，次世代画像入力ビジョンシステム部会定例会，第177回・3月，2018．
4. 杉村大輔，“撮像の工夫による画像処理・認識技術の高度化”，映像情報メディア学会技術報告（情報センシング研究会），Vol. 41，No. 10，pp.1，2017．
【解説記事等】
1. 前田慶博，梅澤ひかる，栗原康佑，浜本隆之，杉村大輔，福嶋慶繁，” 遠赤外動画像における主成分分析を用いた脈拍数推定手法の検討 ”，画像ラボ，日本工業出版，Vol. 35，No. 3，pp. 46--49，2024．
2. 杉村大輔，中野真理子，徳永律子，内田葉子，“多段階識別に基づく瞬き動作認証手法の検討”，画像ラボ，日本工業出版，Vol. 31，No. 2，pp. 32--36，2020．
3. 雨車和憲，杉村大輔，“ICIP2017参加報告”，映像情報メディア学会誌，Vol. 72，No. 1，pp. 74--76，2018．
4. 杉村大輔，安川雄介，浜本隆之，“動きぼけを用いた低照度環境下におけるハンドジェスチャ識別手法”，画像ラボ，日本工業出版，Vol. 27，No. 10，pp. 46--50，2016．
5. 杉村大輔，“行動特徴に基づく人物追跡”，研究会推薦博士論文速報，情報処理学会誌，Vol. 52，No. 12，pp. 1314, 2011．
6. 杉村大輔，岡部孝弘，佐藤洋一，木谷クリス真実，杉本晃宏，“歩容特徴と局所的な見えを用いた混雑環境下における人物追跡手法”，画像ラボ，日本工業出版，Vol. 22，No.5，pp. 1--7, 2011．
7. 小林貴訓，佐藤洋一，杉村大輔，関真規人，平澤宏祐，鈴木直彦，鹿毛裕史，杉本晃宏，“ パーティクルフィルタとカスケード型識別器の統合による人物三次元追跡～人物追跡の頑健化・高精度化に向けて～ ”，画像ラボ，日本工業出版，Vol. 18，No. 12，pp. 28--33, 2007．
1. IE賞，電子情報通信学会画像工学研究会，Sep. 2023
2. IE賞，電子情報通信学会画像工学研究会，May 2023
3. ベストポスター賞，映像メディア処理シンポジウム，2019
4. IE賞，電子情報通信学会画像工学研究会，2018
5. IE賞，電子情報通信学会画像工学研究会，2017
6. ベストポスター賞，映像メディア処理シンポジウム，2015
7. 優秀ポスター発表賞，情報センシング研究会，2015
2. IE賞，電子情報通信学会画像工学研究会，May 2023
3. ベストポスター賞，映像メディア処理シンポジウム，2019
4. IE賞，電子情報通信学会画像工学研究会，2018
5. IE賞，電子情報通信学会画像工学研究会，2017
6. ベストポスター賞，映像メディア処理シンポジウム，2015
7. 優秀ポスター発表賞，情報センシング研究会，2015
【Program committee member】
- International Conference on Affective Computing & Intelligent Interaction (ACII) (2023)
- International Conference on Image Processing and Robotics (ICIPRoB) (2020, 2022, 2024)
- IAPR International Joint Workshop on Advanced Sensing / Visual Attention and Interaction (ASVAI2013)
- IEEE Workshop on Modeling, Simulation and Visual Analysis of Large Crowds (2011)
【Review committee member】
- IEICE Transactions on Information and Systems (2016. 10 - )
- IEEE International Conference on Intelligent Transport Systems (2015)
その他，各種国際ジャーナル，国際会議査読委員
- International Conference on Affective Computing & Intelligent Interaction (ACII) (2023)
- International Conference on Image Processing and Robotics (ICIPRoB) (2020, 2022, 2024)
- IAPR International Joint Workshop on Advanced Sensing / Visual Attention and Interaction (ASVAI2013)
- IEEE Workshop on Modeling, Simulation and Visual Analysis of Large Crowds (2011)
【Review committee member】
- IEICE Transactions on Information and Systems (2016. 10 - )
- IEEE International Conference on Intelligent Transport Systems (2015)
その他，各種国際ジャーナル，国際会議査読委員
- 情報科学概論2
- データ構造とアルゴリズムII（CS）
- 機械学習
- データ構造とアルゴリズムII（EECS）
- 組織再編前旧課程の同時開講科目等が含まれており、掲載されている全ての科目を開講するわけではありません。
連絡先
メールアドレス
d-sugimura●tmu.ac.jp
（メールを送信される場合は●を@に変換してください）
