IMP Lab. Publication Database

Deep Learning (By field)

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Journal Articles (12)Letters (1)Proceedings of International Conferences (10)Proceedings of Japanese Conferences (25)Doctoral Theses (1)Surveys and Articles (1)

Journal Articles

  1. CBEN - A Multimodal Machine Learning Dataset for Cloud-Robust Remote Sensing Image Understanding
    MDPI Electronics, Electronics, vol. 15, p.2927, MDPI (July 2026)
    Marco Stricker, Masakazu Iwamura, Koichi Kise
    DOI: 10.3390/electronics15132927 URL Reviewed Satellite Image Analysis, Deep Learning Abstract Detail
  2. Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach
    IEEE Transactions on Artificial Intelligence, IEEE (December 2025)
    Gourav Siddhad, Masakazu Iwamura, Partha Pratim Roy
    DOI: 10.1109/TAI.2025.3641576 Reviewed Sensing, Deep Learning Abstract Detail
  3. Addressing the Attention Drift Problem for Khmer Long Textline Recognition
    International Journal on Document Analysis and Recognition (IJDAR), Springer, Berlin, Germany (September 2025)
    Rina Buoy, Sovisal Chenda, Nguonly Taing, Marry Kong, Masakazu Iwamura, Koichi Kise
    DOI: 10.1007/s10032-025-00554-6 Reviewed Document Image Analysis, Pattern recognition, Deep Learning Abstract Detail
  4. Contrastive Learning for Fine-Grained Reading Detection
    Information Engineering Express, vol. 11, no. 1, International Institute of Applied Informatics (March 2025)
    Md. Rabiul Islam, Andrew W. Vargo, Motoi Iwata, Masakazu Iwamura, Koichi Kise
    DOI: 10.52731/iee.v11.i1.816 Reviewed Activity Recognition, Deep Learning Abstract Detail
  5. Unsupervised monocular depth estimation with omnidirectional camera for 3D reconstruction of grape berries in the wild
    PLOS ONE, vol. 20, no. 2, e0317359, 18 pages (February 2025)
    Yasuto Tamura, Yuzuko Utsumi, Yuka Miwa, Masakazu Iwamura, Koichi Kise
    DOI: 10.1371/journal.pone.0317359 URL Reviewed Plant image processing, 3D Reconstruction, Deep Learning Detail
  6. PARSTR: Partially Autoregressive Scene Text Recognition
    International Journal on Document Analysis and Recognition (IJDAR), vol. 27, pp.303-316, 14 pages, Springer, Berlin, Germany (May 2024)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    DOI: 10.1007/s10032-024-00470-1 Reviewed Document Image Analysis, Pattern recognition, Deep Learning Abstract Detail
  7. Towards Reduced-Complexity Scene Text Recognition (RCSTR) Through A Novel Salient Feature Selection
    International Journal on Document Analysis and Recognition (IJDAR), vol. 27, pp.289-302, 14 pages, Springer, Berlin, Germany (May 2024)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    DOI: 10.1007/s10032-024-00474-x Reviewed Document Image Analysis, Pattern recognition, Deep Learning Abstract Detail
  8. ViTSTR-Transducer: Cross-Attention-Free Vision Transformer Transducerfor Scene Text Recognition
    Journal of Imaging, vol. 9, no. 12, 17 pages, MDPI (December 2023)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    DOI: 10.3390/jimaging9120276 Reviewed Document Image Analysis, Pattern recognition, Deep Learning Abstract Detail
  9. Towards A Low-Resource Non-Latin-Complete Baseline: An Exploration of Khmer Optical Character Recognition
    IEEE ACCESS, vol. 11, 18 pages, IEEE (November 2023)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    DOI: 10.1109/ACCESS.2023.3332361 Reviewed Pattern recognition, Document Image Analysis, Deep Learning Abstract Detail
  10. Explainable Connectionist-Temporal-Classification-Based Scene Text Recognition
    Journal of Imaging, vol. 9, no. 11, 20 pages, MDPI (November 2023)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    DOI: 10.3390/jimaging9110248 Reviewed Pattern recognition, Document Image Analysis, Deep Learning, Object Recognition Abstract Detail
  11. Digital Watermarking Method for Printed Matters Using Deep Learning for Detecting Watermarked Areas
    IEICE Transactions on Information and Systems, vol. E104-D, no. 1, pp.34-42, 9 pages (January 2021)
    Hiroyuki IMAGAWA, Motoi IWATA, Koichi KISE
    DOI: 10.1587/transinf.2020MUP0004 URL Reviewed Digital Watermarking, Deep Learning Detail
  12. ShakeDrop Regularization for Deep Residual Learning
    IEEE Access, vol. 7, no. 1, pp.186126-186136 (December 2019)
    Yoshihiro Yamada, Masakazu Iwamura, Takuya Akiba, Koichi Kise
    DOI: 10.1109/ACCESS.2019.2960566 Reviewed Deep Learning Abstract Detail

Letters

  1. Exploring Sensor Modalities to Capture User Behaviors for Reading Detection
    IEICE Transactions on Information and Systems, vol. E105-D, no. 9, pp.1629-1633, 5 pages, IEICE (September 2022)
    Md. Rabiul Islam, Andrew W. Vargo, Motoi Iwata, Masakazu Iwamura, Koichi Kise
    DOI: 10.1587/transinf.2020ZDL0003 Reviewed Learning Analytics, Deep Learning, Activity Recognition Detail

Proceedings of International Conferences

  1. Enhancing Khmer-English Machine Translation via Document Analysis Techniques
    Proc. the ICDAR 2025 Workshop on Documents Analysis of Low-resource Languages, Wuhan, Hubei, China (September 2025)
    Rina Buoy, Sovisal Chenda, Nguonly Taing, Marry Kong, Masakazu Iwamura, Koichi Kise
    Reviewed Document Image Analysis, Deep Learning Detail
  2. Enhanced Cross-Task EEG Classification: Domain Adaptation with EEGNet
    Proc. 27th International Conference on Pattern Recognition (ICPR), pp.354-369, Springer, Kolkata, India (December 2024)
    Vishal Pandey, Nikhil Panwar, Atharva Kumbhar, Partha Pratim Roy, Masakazu Iwamura
    DOI: 10.1007/978-3-031-78195-7_24 Reviewed Poster Sensing, Deep Learning Detail
  3. Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection
    Proc. 27th International Conference on Pattern Recognition (ICPR), pp.340-353, Springer, Kolkata, India (December 2024)
    Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura
    DOI: 10.1007/978-3-031-78195-7_23 Reviewed Oral Sensing, Deep Learning Detail
  4. DCDM: Diffusion-Conditioned-Diffusion Model for Scene Text Image Super-Resolution
    Proc. 18th European Conference on Computer Vision (ECCV), Milan, Italy (October 2024)
    Shrey Singh, Prateek Keserwani, Masakazu Iwamura, Partha Pratim Roy
    DOI: 10.1007/978-3-031-72633-0_17 URL Reviewed Poster Document Image Analysis, Deep Learning Detail
    27.9% acceptance rate at a top conference of computer vision
  5. Language-Aware Non-Autoregressive Khmer Textline Recognition Using Khmer Subword Model
    Proc. International Conference on Pattern Recognition and Artificial Intelligence, 16 pages, Jeju, Korea (July 2024)
    Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
    Reviewed Oral Document Image Analysis, Deep Learning, Pattern recognition Abstract Detail
  6. Evaluating Contrastive Learning for Fine-grained Reading Detection
    Proc. 12th International Congress on Advanced Applied Informatics (IIAI-AAI), pp.430-435, Kanazawa City (July 2022)
    Md. Rabiul Islam, Andrew W. Vargo, Motoi Iwata, Masakazu Iwamura, Koichi Kise
    DOI: 10.1109/IIAIAAI55812.2022.00091 Reviewed Activity Recognition, Deep Learning Detail
  7. Automatic Landmark-guided Face Image Generation for Anime Characters Using C2GAN
    MANPU2020, Pattern Recognition. ICPR International Workshops and Challenges, vol. VI, Lecture Notes in Computer Science (LNCS), pp.236-249, 14 pages, Springer Nature, 7th Floor | Block - C | Hardy Tower | Ramanujan IT City | Rajiv Gandhi Salai (OMR) | Taramani | Chennai - 600 113 | India |, オンライン (January 2021)
    Junki Oshiba, Motoi Iwata, Koichi Kise
    Reviewed Oral Comic Computing, Deep Learning Detail
  8. Automatic Calculation of Infection Rate of Arbuscular Mycorrhizal Fungi Using Deep CNN
    ECCV 2020 workshop on Computer Vision Problems in Plant Phenotyping (CVPPP 2020), 3, 1 pages, Online (August 2020)
    Kaoru Muta, Shiho Takada, Yuzuko Utsumi, Atsushi Matsumura, Masakazu Iwamura, Koichi Kise
    URL Reviewed Poster Plant image processing, Pattern recognition, Deep Learning, Object Recognition Detail
  9. DNN-Based Tiller Number Estimation for Coping with Shortage of Labeled Data
    CVPR 2019 workshop on Computer Vision Problems in Plant Phenotyping (CVPPP 2019), 27, 1 pages, Long Beach, CA, USA (June 2019)
    Yuzuko Utsumi, Koichiro Nakamura, Masakazu Iwamura, Koichi Kise
    URL Reviewed Plant image processing, Pattern recognition, Deep Learning Detail
  10. ShakeDrop Regularization
    Proc. 6th International Conference on Learning Representation (ICLR) Workshop, pp.1-4, 4 pages, Vancouver, Canada (April 2018)
    Yoshihiro Yamada, Masakazu Iwamura, Koichi Kise
    URL Written in Japanese Reviewed Object Recognition, Deep Learning Abstract Detail

Proceedings of Japanese Conferences

  1. クラス名に依存しない視覚的記述子探索によるCLIPのOOP適応
    第29回 画像の認識・理解シンポジウム（MIRU2026）予稿集, IS2-163, p.82, 出島メッセ長崎 (August 2026)
    川越壮, 内海ゆづ子, 岩村雅一
    Written in Japanese Not reviewed Poster Deep Learning, Object Recognition Detail
  2. LLM説明文とQ-Formerの活用によるCLIP Few-shot Adaptationの精度向上
    情報処理学会 研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2025-CVIM-242, 50, pp.1-8, 8 pages, 情報処理学会, 奈良女子大学 (May 2025)
    川越壮, 平野甫, 岩村雅一
    URL Written in Japanese Not reviewed Poster Deep Learning, Object Recognition Detail
  3. CT画像を用いたキクタニギクの小花配列の推定
    電子情報通信学会 技術研究報告, vol. vol.123, no. no.409, PRMU2023-75, pp.pp.140-145, 6 pages (March 2024)
    松本壮史, 内海ゆづ子, 小塚俊明, 岩村雅一, 黄瀬浩一, 中井朋則, 山内大輔, 唐原一郎, 峰雪芳宣, 星野真人, 上杉健太郎
    URL Written in Japanese Not reviewed Deep Learning, Plant image processing, Object Recognition Detail
  4. 継続学習における宝くじ仮説に基づく破滅的忘却の抑制
    第25回画像の認識・理解シンポジウム予稿集, vol. IS1-34, 兵庫県姫路市 (July 2022)
    城居 巧, 岩村 雅一, 黄瀬 浩一
    Written in Japanese Not reviewed Poster Deep Learning Detail
  5. 宇宙空間における植物生育観察のための局所特徴量を用いた対応領域検出
    第25回画像の認識・理解シンポジウム予稿集, vol. IS2-61, 兵庫県姫路市 (July 2022)
    高本 凌平, 内海 ゆづ子, 大山 克己, 岩村 雅一, 北宅 善昭, 黄瀬 浩一
    Written in Japanese Not reviewed Poster Plant image processing, Deep Learning Detail
  6. Unsupervised Monocular Depth Estimation with Omnidirectional Camera
    Proceedings of the 25th Meeting on Image Recognition and Understanding, IS1-15, 兵庫県姫路市 (July 2022)
    Yasuto Tamura, Yuzuko Utsumi, Yuka Miwa, Masakazu Iwamura, Koichi Kise
    Written in Japanese Not reviewed Poster Plant image processing, Deep Learning Detail
  7. キクの花の構造推定のためのCT画像セグメンテーション
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2022-CVIM-230, no. 17, pp.1-7, 7 pages, 豊田工業大学 (ハイブリッド開催) (May 2022)
    松本 壮史, 内海 ゆづ子, 小塚 俊明, 岩村 雅一, 黄瀬 浩一, 中井 朋則, 山内 大輔, 唐原 一郎, 峰雪 芳宣, 星野 真人, 上杉 健太郎
    URL Written in Japanese Not reviewed Poster Plant image processing, Deep Learning Detail
  8. 学習済みモデルに任意の出力を促す画像生成とそれを用いた学習
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2022-CVIM-230, no. 24, pp.1-6, 6 pages, 豊田工業大学（ハイブリッド開催） (May 2022)
    Hajime Hirano, Masakazu Iwamura, Koichi Kise
    URL Written in Japanese Not reviewed Poster Deep Learning Detail
  9. Lottery Ticket Hypothesis for Overcoming Forgetting on continualLearning
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2022-CVIM-230, no. 28, pp.1-8, 8 pages, 豊田工業大学（ハイブリッド開催） (May 2022)
    Takumi Shiroi, Masakazu Iwamura, Koichi Kise
    URL Written in Japanese Not reviewed Deep Learning Detail
  10. 全方位カメラ画像における歪みを考慮したブドウの房数推定
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2020-CVIM-222, no. 36, pp.1-7, オンライン開催 (May 2020)
    赤井 亮太, 内海 ゆづ子, 三輪 由佳, 岩村 雅一, 黄瀬 浩一
    URL Written in Japanese Not reviewed Plant image processing, Deep Learning Detail
  11. Self-supervised learning を用いた画像からの単子葉植物の分げつ数推定
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2020-CVIM-222, no. 35, pp.1-7, オンライン開催 (May 2020)
    黄瀬 陸哉, 内海 ゆづ子, 岩村 雅一, 黄瀬 浩一
    URL Written in Japanese Not reviewed Plant image processing, Deep Learning Detail
  12. VisPhoto: 全方位カメラを用いた視覚障碍者のための写真撮影支援システム
    インタラクション2020論文集, 3B-18, pp.874-879, 6 pages, インタラクション2020 (March 2020)
    岩村雅一, 平林直樹, 程征, 南谷和範, 黄瀬浩一
    Written in Japanese Not reviewed Visually impaired assistance, Deep Learning, Object Recognition Abstract Detail
  13. C2GANを用いたランドマークに基づくアニメキャラクタの顔画像自動生成手法
    第3回コミック工学研究会 (March 2020)
    Junki Oshiba, Motoi Iwata, Koichi Kise
    URL Written in Japanese Not reviewed Oral Comic Computing, Deep Learning Abstract Detail
  14. C2GANを用いたランドマークに基づくアニメキャラクタの顔画像自動生成手法
    電子情報通信学会 ヒューマンコミュニケーショングループ 第二種時限研究会 第3回コミック工学研究会, 6 pages, 大阪府 I-siteなんば (March 2020)
    大芝 潤気, 岩田 基, 黄瀬浩一
    Written in Japanese Not reviewed Comic Computing, Deep Learning Detail
  15. 読書行動識別のためのSelf-supervised Learning の実験的検討
    電子情報通信学会技術研究報告, vol. 119, no. 348, HIP2019-71, pp.35-40, 6 pages, 東北大学 (December 2019)
    坂本周司, 山田良博, 岩村雅一, 岩田基, 黄瀬浩一
    Written in Japanese Not reviewed Sensing, Deep Learning Detail
  16. Fine-Grained Classificationによる糖尿病性網膜症の画像診断モデルの提案
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, 17, 2 pages, 国立オリンピック記念青少年総合センター (June 2019)
    谷口 善信, Muhammad Naseer Bajwa, 岩村 雅一, Andreas Dengel, 黄瀬 浩一, Sheraz Ahmed
    Written in Japanese Not reviewed Deep Learning, Pattern recognition Detail
  17. CNNを用いた皮膚病の画像分類手法の検討〜皮膚病に対する自動診断システムの構築に向けて〜
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. CVIM2019, no. 18, pp.1-2, 2 pages, 国立オリンピック記念青少年総合センター (May 2019)
    牟田 薫, Muhammad Naseer Bajwa, 内海 ゆづ子, 岩村 雅一, 黄瀬 浩一, Andreas Dengel, Sheraz Ahmed
    Written in Japanese Not reviewed Deep Learning, Object Recognition Detail
  18. 小規模な正解ラベル付きデータを用いたCNN に基づくエノコログサの分げつ数の推定
    農業情報学会2019年度年次大会公演要旨集, 個-02, pp.53-54, 2 pages (May 2019)
    中村浩一朗, 内海ゆづ子, 岩村雅一, 黄瀬浩一
    Written in Japanese Plant image processing, Pattern recognition, Deep Learning Detail
  19. Pretext taskを用いた植物画像からの分げつ数の推定
    電子情報通信学会技術研究報告, vol. 119, no. 64, PRMU2019-8,, pp.265-270, 6 pages (May 2019)
    内海ゆづ子, 中村浩一朗, 岩村雅一, 黄瀬浩一
    Written in Japanese Not reviewed Plant image processing, Deep Learning, Pattern recognition Abstract Detail
  20. 画像分類精度を向上させる追加タスクの検討
    電子情報通信学会技術研究報告, vol. 118, no. 513, PRMU2018-159, pp.155-160, 6 pages, 電気通信大学, 東京都調布市 (March 2019)
    山田良博, 岩村雅一, 黄瀬浩一
    Written in Japanese Object Recognition, Deep Learning Abstract Detail
  21. Improvement of Tree-Drawing Classification Using Convolutional Neural Network
    電子情報通信学会技術研究報告パターン認識メディア理解研究会, PRMU2018-158, pp.149-154, 6 pages, 電気通信大学 (March 2019)
    Tosuke SONODA, Motoi IWATA, Hiroyuki INADOMI, Koichi KISE
    Written in Japanese Not reviewed Deep Learning Detail
  22. Depth Estimation of Panel Image for Stereoscopic Display of Comics
    HCGシンポジウム2018, B-5-3, p.5, シンフォニアテクノロジー響ホール伊勢 (December 2018)
    Yusuke MAEDA, Motoi IWATAy, Koichi KISEy
    Written in Japanese Not reviewed Deep Learning Abstract Detail
  23. ResNetsに対する新たな正則化手法ShakeDropの提案
    第21回画像の認識・理解シンポジウム(MIRU2018)予稿集, OS2-L1, 4 pages, 北海道札幌市 (August 2018)
    山田 良博, 岩村 雅一, 黄瀬 浩一
    Written in Japanese Reviewed Oral and Poster Deep Learning, Object Recognition, Pattern recognition Detail
  24. 類似意匠推薦システム実現のための意匠特徴部の検出
    情報処理学会研究報告コンピュータビジョンとイメージメディア（CVIM）, vol. 2018CVIM-212, no. 15, pp.1-5, 大阪大学 (May 2018)
    古木 拓哉, 岩村 雅一, 岩田 基, 黄瀬 浩一
    Written in Japanese Not reviewed Poster Deep Learning Detail
  25. PyramidNetに対する新たな確率的正則化手法ShakeDropの提案
    電子情報通信学会技術研究報告, vol. 117, no. 238, PRMU2017-72, pp.55-60, 6 pages, 熊本大学, 熊本県熊本市 (October 2017)
    山田 良博, 岩村 雅一, 黄瀬 浩一
    Written in Japanese Not reviewed Object Recognition, Deep Learning Abstract Detail

Doctoral Theses

  1. Innovative Techniques for Reduced-Complexity Text Recognition (August 2024)
    Rina Buoy
    Not reviewed Document Image Analysis, Deep Learning Detail

Surveys and Articles

  1. 全方位カメラを用いた視覚障碍者の写真撮影支援
    知能と情報（日本知能情報ファジィ学会誌）, vol. 32, no. 3, pp.80-86 (June 2020)
    岩村雅一, 平林直樹, 程征, 南谷和範, 黄瀬浩一
    Written in Japanese Visually impaired assistance, Deep Learning, Object Recognition Abstract Detail