Nam Tuan Ly

Nam Tuan Ly

Assistant Professor at Tokyo University of Agriculture and Technology

Publications

You can also find my publications on my Google Scholar or my ResearchMap.

Journal Papers

  1. Nam Tuan Ly, Cuong-Tuan Nguyen, Masaki Nakagawa, “An attention-based row-column encoder-decoder model for text recognition in Japanese historical documents”, Pattern Recognition Letters (Q1, IF 4.757), Volume 136, Pages 134-141, August 2020 [Link].
  2. Nam Tuan Ly, Cuong-Tuan Nguyen, Kha-Cong Nguyen, Masaki Nakagawa, “Recognition of Anomalously Deformed Kana Sequences in Japanese Historical Documents”, IEICE TRANSACTIONS on Information and Systems, Vol.E102-D, No.8, pp.1554-1564, August 2019 [Link].

Conference Proceedings

  1. Nam Tuan Ly, Atsuhiro Takasu, “An End-to-End Local Attention Based Model for Table Recognition”, To appear in Proceedings of the 17th IAPR International Conference on Document Analysis and Recognition - ICDAR2023 (CORE rank A), California, USA, 2023.
  2. Nam Tuan Ly and Atsuhiro Takasu, “An End-to-End Multi-Task Learning Model for Image-based Table Recognition,” In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISIGRAPP2023, Lisbon, Portugal, 2023 [Link].
  3. Nam Tuan Ly, Atsuhiro Takasu, Phuc Nguyen and Hideaki Takeda, “Rethinking Image-based Table Recognition Using Weakly Supervised Methods,” In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM2023, Lisbon, Portugal, 2023 [Link].
  4. Nam Tuan Ly, Trung Tan Ngo and Masaki Nakagawa, “A Self-Attention based Model for Offline Handwritten Text Recognition”, In Proceedings of the 6th Asian Conference on Pattern Recognition - ACPR2021, Jeju Island, South Korea, 2021 [Link].
  5. Nam Tuan Ly, Hung-Tuan Nguyen, Masaki Nakagawa, “2D Self-attention Convolutional Recurrent Network for Offline Handwritten Text Recognition”, In Proceedings of the 16th IAPR International Conference on Document Analysis and Recognition - ICDAR2021 (CORE rank A), Lausanne, Switzerland, 2021 [Link].
  6. Trung Tan Ngo, Hung Tuan Nguyen, Nam Tuan Ly and Masaki Nakagawa, “Recurrent neural network transducer for Japanese and Chinese offline handwritten text recognition”, In Proceedings of the 16th IAPR International Conference on Document Analysis and Recognition Workshops - ICDARW2021, Lausanne, Switzerland, 2021 [Link].
  7. Nam Tuan Ly, Lili Liu, Ching Y. Suen and Masaki Nakagawa, “Hand-drawn Object detection for scoring Wartegg Zeichen Test”, In Proceedings of the 2nd International Conference on Pattern Recognition and Artificial Intelligence - ICPRAI2020, Zhongshan City, China, 2020 [Link].
  8. Nam Tuan Ly, Cuong Tuan Nguyen and Masaki Nakagawa, “Attention Augmented Convolutional Recurrent Network for Handwritten Japanese Text Recognition,” In Proceedings of the 17th International Conference on Frontiers of Handwriting Recognition - ICFHR2020, Dortmund, Germany, 2020 [Link].
  9. Nam Tuan Ly, Cuong-Tuan Nguyen, Masaki Nakagawa, “An Attention-Based End-to-End Model for Multiple Text Lines Recognition in Japanese Historical Documents”, In Proceedings of the 15th IAPR International Conference on Document Analysis and Recognition - ICDAR2019 (CORE rank A), Sydney, Australia, 2019 [Link].
  10. Anh Duc Le, Daichi Mochihashi, Katsuya Masuda, Hideki Mima and Nam Tuan Ly, “Recognition of Japanese historical text lines by an attention-based encoder-decoder and text line generation,” In Proceedings of the 5th International Workshop on Historical Document Imaging and Processing - HIP2019, Sydney, Australia, 2019 [Link].
  11. Nam Tuan Ly, Cuong Tuan Nguyen and Masaki Nakagawa, “Training an End-to-end Model for Offline Handwritten Japanese Text Recognition by Generated Synthetic Patterns,” In Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition - ICFHR2018, Niagara Falls, USA, 2018 [Link].
  12. Dai-Hai Nguyen, Tuan Nam Ly, Thi-Huong Truong and Duc-Dung Nguyen, “Multi-Column CNNs for skeleton-based human gesture recognition,” In Proceedings of the 9th International Conference on Knowledge and Systems Engineering - KSE2017, Hue, Vietnam, 2017 [Link].
  13. Hung Tuan Nguyen, Nam Tuan Ly, Kha Cong Nguyen, Cuong Tuan Nguyen and Masaki Nakagawa, “Attempts to recognize anomalously deformed Kana in Japanese historical documents,” In Proceedings of the 4th International Workshop on Historical Document Imaging and Processing - HIP2017, Kyoto, Japan, 2017 [Link].
  14. Nam Tuan Ly, Cuong-Tuan Nguyen, Kha-Cong Nguyen, Masaki Nakagawa, “Deep Convolutional Recurrent Network for Segmentation-Free Offline Handwritten Japanese Text Recognition,” In Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition - ICDAR2017, Kyoto, Japan, 2017 [Link].

Technical Reports (Japanese)

  1. Hung Tuan Nguyen, Nam Tuan Ly, Kha Cong Nguyen, Cuong Tuan Nguyen, 中川 正樹, “研究成果の活用と関連研究 変体仮名の認識,” 木簡など出土文字資料の資源化のための機能的情報集約と知の結集, 独立行政法人国立文化財機構奈良文化財研究所, 2019 [Link].
  2. 耒代誠仁, Nam Tuan Ly, Kha Cong Nguyen, 中川正樹, 山本和明, “階層化された情報システムのためのくずし字解読機能の試作,” 日本情報考古学会第42回大会, 岡山大学津島キャンパス, 2019 [Link].
  3. 佐藤旭, 小林心, Nam Tuan Ly, Cuong Tuan Nguyen, 北本朝展, 中川正樹, “日本古典籍くずし字文書の文字列認識,” 第119回人文科学とコンピュータ研究会発表会, 大阪市, 02/2019 [Link].

Preprints

  1. Nam Tuan Ly, Phuc Nguyen, Hideaki Takeda, and Atsuhiro Takasu, “TabIQA: Table Questions Answering on Business Document Images,” arXiv:2303.14935 [cs.CV], 2023 [Link].