Saitoh lab

Kyushu Institute of Technology


Publications


❖Journal

Only English

  1. Abdul Jalil, Jun Kobayashi and Takeshi Saitoh (2023). Performance Improvement of Multi-Robot Data Transmission in Aggregated Robot Processing Architecture with Caches and QoS Balancing Optimization, Robotics, 12(3), 87, DOI: 10.3390/robotics12030087, ❐ web
  2. Taiki Arakane and Takeshi Saitoh (2023). Efficient DNN Model for Word Lip-Reading, Algorithms, 16(6), 269, DOI: 10.3390/a16060269, ❐ web
  3. Tatsuya Kanamaru, Taiki Arakane and Takeshi Saitoh (2023). Isolated single sound lip-reading using a frame-based camera and event-based camera, Frontiers in Artificial Intelligence, 5, 1070964, DOI: https://doi.org/10.3389/frai.2022.1070964, ❐ web
  4. Tsukasa Shiota, Kouki Honda, Kazutaka Shimada and Takeshi Saitoh (2020). Development and Application of Leader Identification Model Using Multimodal Information in Multi-Party Conversations, International Journal of Asian Language ProcessingVol. 30, No.4, DOI: 10.1142/S2717554520500198, ❐ web
  5. Kyota Nakamura, Takuma Sakai, Takeru Abe, Takeshi Saitoh, Frank Coffey, Andrew MacKenzie, Akira Taneichi, Keiko Tsuchiya (2020). A team leader's gaze before and after making requests in emergency care simulation: A case study with eye-Tracking glasses, BMJ Simulation and Technology Enhanced Learning, 6(6), pp.369-370, DOI: 10.1136/bmjstel-2019-000561 ❐ web
  6. Tatsuya Shirakata, Takeshi Saitoh (2020). Lip reading using facial expression features. International Journal of Computer Vision & Signal Processing (IJCVSP), 10(1) pp.9-15. ❏ pdf
  7. Miharu Fuyuno, Takeshi Saitoh, Yuko Yamashita, Daisuke Yokomori (2020). Gaze-Point Analysis of EFL Learners while Watching English Presentations: Toward Effective Teaching. International Journal for Educational Media and Technology, 14(1), pp.17-28. ❏ pdf
  8. Keiko Tsuchiya, Akira Taneichi, Kyota Nakamura, Takuma Sakai, Takeru Abe, Takeshi Saitoh (2019). A leader’s request and rapport in emergency care simulation: a multimodal corpus analysis. 日本ヘルスコミュニケーション学会雑誌, 10(1), pp.36-41. ❏ pdf
  9. Miharu Fuyuno, Rinko Komiya, and Takeshi Saitoh (2018). Multimodal analysis of public speaking performance by EFL learners: Applying deep learning to understanding how successful speakers use facial movement. Asian Journal of Applied Linguistics, 5(1), pp.117-129. ❐ web
  10. Warapon Chinsatit and Takeshi Saitoh (2017). CNN-Based Pupil Center Detection for Wearable Gaze Estimation System. Applied Computational Intelligence and Soft Computing, Vol.2017. ❐ web
  11. Rinko Komiya, Takeshi Saitoh, Miharu Fuyuno, Yuko Yamashita, and Yoshitaka Nakajima (2017). Head Pose Estimation and Motion Analysis of Public Speaking Videos. International Journal of Software Innovation (IJSI), Vol.5, Issue.1 pp.57-71.
  12. Takeshi Saitoh, Toshiki Shibata and Tsubasa Miyazono (2016). Feature Points based Fish Image Recognition. International Journal of Computer Information Systems and Industrial Management Applications, 8. pp.12-22. ❏ pdf
  13. Trung Hieu Bui, Takeshi Saitoh, and Eitaku Nobuyama (2014). Vanishing Point-Based Road Detection for General Road Images. IEICE Transactions on Information and Systems, E97-D(3). pp.618-621.
  14. Takeshi Saitoh (2013). Development of Communication Support System Using Lip Reading. IEEJ Transactions on Electrical and Electronic Engineering. 8(6). pp.574-579. doi: 10.1002/tee.21898.
  15. Trung Hieu Bui, Eitaku Nobuyama, and Takeshi Saitoh (2013). A Texture-Based Local Soft Voting Method for Vanishing Point Detection from a Single Road Image. IEICE Transactions on Information and Systems. E96-D(3). pp.690-698.
  16. Takeshi Saitoh and Ryosuke Konishi (2011). Real-time word lip reading system based on trajectory feature. IEEJ Transactions on Electrical and Electronic Engineering. 6(3). pp.289-291. doi: 10.1002/tee.20658.
  17. Takeshi Saitoh, Tomoyuki Osaki, Ryosuke Konishi, and Kazunori Sugahara (2010). Current Sensor based Home Appliance and State of Appliance Recognition. SICE Journal of Control, Measurement, and System Integration. 3(2). pp.86-93.

❖International Conference

  1. Abdul Jalil, Jun Kobayashi, Takeshi Saitoh (2023). Optimization Algorithm for Balancing QoS Configuration in Aggregated Robot Processing Architecture. International Conference on Artificial Life and Robotics (ICAROB2023), pp.928-932, 2023.2.
  2. Kyohei Hamasaki, Jun Kobayashi, Takeshi Saitoh (2023). Pattern classification and data augmentation of motor imagery EEG signals based on spectrograms. AROB-ISBC-SWARM2023, pp.665-668, 2023.1.
  3. Ploywow Nhuthep, Takeshi Saitoh, Kazuyuki Itoh (2023). CNN-based pupil center point detection using infrared face image. AROB-ISBC-SWARM2023, pp.660-664, 2023.1.

  4. Taiki Arakane, Takeshi Saitoh, Ryuuichi Chiba, Masanori Morise, Yasuo Oda (2022). Conformer-Based Lip-Reading for Japanese Sentence. International Conference on Image and Vision Computing New Zealand (IVCNZ2022), 2022.11. link
  5. Towa Yamabe, Takeshi Saitoh (2022). Vision Transformer-Based Bark Image Recognition for Tree Identification. International Conference on Image and Vision Computing New Zealand (IVCNZ2022), 2022.11. link

  6. Tatsuya Shirakata and Takeshi Saitoh. Japanese Sentence Dataset for Lip-reading. IAPR International Conference on Machine Vision Applications (MVA2021), P1-15, 2021.7.
  7. Miharu Fuyuno and Takeshi Saitoh. Multimodal Corpus Analysis of English Presentations for EFL teaching: Speech Contents, Speakers' Behavior and Gaze Points of Audience. 12th International Conference on Corpus Linguistics (CILC2021), pp.22-23, online, 2021.4.

  8. Kazuki Sakamoto, Takeshi Saitoh, Kazuyuki Itoh. Night Time Calling System by Eye Movement using Wearable Camera. 8th International Joint Symposium on Applied Engineering and Sciences (SAES2020), 2020.12.
  9. Tatsuya Shirakata, Takeshi Saitoh (2020). Lip Reading using Facial Expression Features. Proc. of 4th International Conference on Imaging, Vision & Pattern Recognition (IVPR2020).
  10. Kazuki Sakamoto, Takeshi Saitoh, Kazuyuki Itoh (2020). Development of Night Time Calling System by Eye Movement using Wearable Camera. HCI International 2020, Volume 12426, LNCS, 2020, pp.345-357, DOI: 10.1007/978-3-030-60149-2_27.
  11. Kyota Nakamura, Takuma Sakai, Takeru Abe, Takeshi Saitoh, Frank Coffe, Andrew MacKenzie, Akira Taneichi, Keiko Tsuchiya (2020). A team leader’s gaze before and after making requests in emergency care simulation: a case study with eye-tracking glasses. BMJ Simulation and Technology Enhanced Learning

  12. Junya Ido, Takeshi Saitoh (2019). Automatic tree species identification from natural bark image. 11th International Conference on Graphics and Image Processing (ICGIP2019).
  13. Tatsuya Shirakata and Takeshi Saitoh. Lip Reading Experiments for Multiple Databases Using Conventional Method. Proc. of SICE Annual Conference, WeC02.2, pp.409-414,2019.9.
  14. Takeshi Saitoh and Michiko Kubokawa. LiP25w: Word-level Lip Reading Web Application for Smart Device. Proc. of 15th International Conference on Auditory-Visual Speech Processing (AVSP2019), 2019.8.

  15. Takeshi Saitoh, Iori Yamada, and Yu Yoshioka. Excretion Prediction using Nursing Record System Log Data. Proc. of SICE Annual Conference, FeB07.5, pp.1618-1623,2018.9.
  16. Naoyuki Kan, Nagisa Kondo, Warapon Chinsatit, and Takeshi Saitoh. Effectiveness of Data Augmentation for CNN-Based Pupil Center Point Detection. Proc. of SICE Annual Conference, WeA02.4, pp.41-46,2018.9.
  17. Takuma Sakai, Kyota Nakamura, Takeshi Saitoh, and Keiko Tsuchiya. Analysing a leader's eye gaze in emergency care simulation. Proc. of International Forum on Quality & Safety in Healthcare, 180, 2018.9.
  18. Takeshi Saitoh and Michiko Kubokawa. SSSD: Speech Scene Database by Smart Device for Visual Speech Recognition. 24th International Conference on Pattern Recognition (ICPR2018),pp.3228-3232,2018.8.
  19. Rinko Komiya, Takeshi Saitoh, and Kazutaka Shimada. Image-based Attention Level Estimation of Interaction Scene by Head Pose and Gaze Information. 17th IEEE/ACIS International Conference on Computer and Information Science (ICIS2018), pp.497-501, 2018.6.6-8.

  20. Rinko Komiya, Takeshi Saitoh, and Kazutaka Shimada. Image-based Attention Estimation for Interaction Scene. International Conference on Information and Communication Technology Robotics (ICT-ROBOT2017), 104A2, 2017.11.25-26.
  21. Seungsu Lee and Takeshi Saitoh. Head Pose Estimation Using Convolutional Neural Network. Proc. of 7th iCatse International Conference on IT Convergence and Security (ICITCS2017), Lecture Notes in Electrical Engineering 449, pp.164-171,2017.9.
  22. Tsubasa Miyazono and Takeshi Saitoh. Fish Species Recognition Based on CNN Using Annotated Image. Proc. of 7th iCatse International Conference on IT Convergence and Security (ICITCS2017), Lecture Notes in Electrical Engineering 449, pp.156-163,2017.9.
  23. Nagisa Kondo, Warapon Chinsatit, and Takeshi Saitoh. Pupil Center Detection for Infrared Irradiation Eye Image Using CNN. Proc. of SICE Annual Conference, WeA05.2, pp.100-105,2017.9.
  24. Tomoya Kodama, Tomoki Koyama, and Takeshi Saitoh. Kinect Sensor Based Sign Language Word Recognition by Mutli-Stream HMM. Proc. of SICE Annual Conference, WeA05.1, pp.94-99,2017.9.
  25. Michiko Kubokawa and Takeshi Saitoh. Intensity Correction Effect for Lip Reading. 28th British Machine Vision Conference (BMVC2017) workshop on Lip-Reading using Deep Learning Methods (LRDLM2017), 2017.9.7.
  26. Masaya Iwasaki, Michiko Kubokawa, and Takeshi Saitoh. Two Features Combination with Gated Recurrent Unit for Visual Speech Recognition. IAPR International Conference on Machine Vision Applications (MVA2017), 09-24, pp.300-303, 2017.5.8-12
    Best Poster Award

  27. Takeshi Saitoh, Ziheng Zhou, Guoying Zhao, and Matti Pietikainen. Concatenated Frame Image based CNN for Visual Speech Recognition. ACCV2016 workshop: Multi-view Lip-reading/Audio-visual Challenges (MLAC2016), 2016.11.20.
  28. Masaya Iwasaki and Takeshi Saitoh. LBP-TOP based Facial Expression Recognition using Non Rectangular ROI. International Conference on Information and Communication Technology Robotics (ICT-ROBOT2016), ThBT2.2, 2016.9.7-9.
  29. Warapon Chinsatit and Takeshi Saitoh. CNN for pupil center detection. International Conference on Information and Communication Technology Robotics (ICT-ROBOT2016), ThBT2.1, 2016.9.7-9.
  30. Warapon Chinsatit and Takeshi Saitoh. Improve the Performance of Eye Detection Method for Inside-Out Camera. 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS2016), pp.415-420, 2016.6.
  31. Rinko Komiya, Takeshi Saitoh, Miharu Fuyuno, Yuko Yamashita, and Yoshitaka Nakajima. Head Pose Estimation and Movement Analysis for Speech Scene. 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS2016), pp.409-413, 2016.6.
  32. Warapon Chinsatit, Masataka Shibuya, Kenji Kawada, and Takeshi Saitoh. Character Input System using Gaze Estimation. 2nd International Conference on Communication Systems and Computing Application Science (CSCAS2016), #21, 2016.3.
  33. Miharu Fuyuno, Yuko Yamashita, Takeshi Saitoh, and Yoshitaka Nakajima. Semantic Structure, Spech Units and Facial Movements: Multimodal Corpus Analysis of English Public Speaking. 8th International Conference on Corpus Linguistics (CILC2016), #100, p.19, 2016.3.

  34. Takeshi Saitoh, Toshiki Shibata, and Tsubasa Miyazono. Image-based fish recognition. 7th International Conference on Soft Computing and Pattern Recognition (SoCPaR2015), pp.260-263, 2015.11.
  35. Takeshi Saitoh, Toshihiro Iwata, and Kentaro Wakisaka. OKIRAKU Search: Leaf Images based Visual Tree Search System. IAPR International Conference on Machine Vision Applications (MVA2015), 10-2, pp.242-245, 2015.5.
  36. Jun Shiraishi and and Takeshi Saitoh. Optical Flow based Lip Reading using Non Rectangular ROI and Head Motion Reduction. 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG2015), 2015.5.

  37. Ryoji Fukuda, Junki Iwagami, and Takeshi Saitoh. Applicability of Gaze Points for Analyzing Priorities of Explanatory Elements in Mathematical Documents. 19th Asian Technology Conference in Mathematics, 2014.11.
  38. Junki Iwagami and Takeshi Saitoh. Easy Calibration for Gaze Estimation using Inside-Out Camera. 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV2014), 57, pp.292-297,2014.2.
  39. Yuki Takasaki, Takeshi Saitoh and Tomoki Koyama. Eigenlips using RGB-D Cameras for Lip Reading. 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV2014), 34, pp.180-183,2014.2.
  40. Yuki Takasaki, Kenta Hara, Tomoki Koyama and Takeshi Saitoh. Eigenlips based lip reading using Kinect sensor. Proc. of 2nd BMIRC International Symposium, p.52,2014.1.
  41. Tomoki Koyama and Takeshi Saitoh. Japanese sign language recognition using Kinect sensor. Proc. of 2nd BMIRC International Symposium, p.51,2014.1.
  42. Takeshi Saitoh. Lip reading for communication support. Proc. of 2nd BMIRC International Symposium, p.19,2014.1.

  43. Junki Iwagami and Takeshi Saitoh. Gaze Estimation using Inside-Out Camera for First Person Vision. 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications, FB3-2, pp.75-76,2013.11.
  44. Hiroki Nishino and Takeshi Saitoh. Automatic Moving Person Detection in Lecture Scene. 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications, FB1-3, pp.15-16,2013.11.
  45. Toshiriro Iwata and Takeshi Saitoh. Tree Recognition based on Leaf Images. Proc. of SICE Annual Conference, pp.2489-2494,2013.9.
  46. Trung Hieu Bui, Takeshi Saitoh and Eitaku Nobuyama. Road Area Detection Based on Texture Orientations Estimation and Vanishing Point Detection. Proc. of SICE Annual Conference, pp.1138-1143,2013.9.
  47. Takeshi Saitoh. Efficient Face Model for Lip Reading. 12th International Conference on Auditory-Visual Speech Processing (AVSP2013),pp.227-232,2013.8.
  48. Takeshi Saitoh, Masanori Imamura and Yukimi Fukui. Development of Initial Inspection System for Wooden Chopsticks by Image Processing. Proc. of 11th International Conference on Quality Control by Artificial Vision (QCAV2013), pp.75-80,2013.5.
  49. Junki Iwagami and Takeshi Saitoh. Gaze point detection using inside-out camera. Proc. of 1st BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering, p.48,2013.2.
  50. Kai Inoue and Takeshi Saitoh. A study of real-time finger character recognition using Kinect. Proc. of 1st BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering, p.47,2013.2.

  51. Trung Hieu Bui, Eitaku Nobuyama and Takeshi Saitoh. Road Detection Based on an Estimated Vanishing Point and Color Information. Proc. of International Conference on Computer Vision, Image and Signal Processing(ICCVISP2012), World Academy of Science, Engineering and Technology,Issue 71, pp.1748-1753,2012.11.
  52. Takeshi Saitoh and Toshihiro Iwata. Leaf Recognition using Shape and Color Features. Proc. of International Conference on Computer Vision, Image and Signal Processing(ICCVISP2012), World Academy of Science, Engineering and Technology,Issue 71, pp.1734-1739,2012.11.

  53. Takeshi Saitoh. Real-time Lip Reading System for Fixed Phrase and Its Combination. 1st Asian Conference on Pattern Recognition (ACPR2011),pp.461-464,2011.11.
  54. Takeshi Saitoh. Development of Communication Support System using Lip Reading. 10th International Conference on Auditory-Visual Speech Processing (AVSP2011),pp.117-122,2011.9.
  55. Takeshi Saitoh. Development of Inspection System for Wooden Chopsticks. IAPR Conference on Machine Vision Applications (MVA 2011),9-5,pp.247-250,2011.6.

  56. Takeshi Saitoh and Ryosuke Konishi. A study of influence of word lip reading by change of frame rate. 9th International Conference on Auditory-Visual Speech Processing (AVSP2010),pp.131-136,2010.10.
  57. Takeshi Saitoh and Ryosuke Konishi. Profile Lip Reading for Vowel and Word Recognition. 20th International Conference on Pattern Recognition (ICPR2010),pp.1356-1359,2010.8.