คณะวิศวกรรมศาสตร์ · สถาบันเทคโนโลยีพระจอมเกล้าเจ้าคุณทหารลาดกระบัง
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Elec@KMITL

ดร.วรินยา พานิชรักษาพงศ์

Varinya Phanichraksaphong, Ph.D.

ประวัติการศึกษา

  • วศ.บ. (วิศวกรรมอิเล็กทรอนิกส์), สถาบันเทคโนโลยีพระจอมเกล้าเจ้าคุณทหารลาดกระบัง
  • M.Sc. (Electronics Engineering), National Taipei University of Technology, Taiwan
  • Ph.D. (Electronics Engineering), National Taipei University of Technology, Taiwan

ความเชี่ยวชาญ

  • Artificial Intelligence (AI)
  • Deep Learning
  • Machine Learning
  • Digital Signal Processing (DSP)
  • Computer Multimedia Technology

ผลงานทางวิชาการ

  1. AUTOMATIC INSTRUMENT DETECTION IN AUDIO SIGNLS BY COMPARING DEEP LEARNING NETWORK ARCHITECTURES. 2025 IEEE International Conference on Consumer Electronics – Taiwan, Published 27 October 2025, DOI: 10.1109/ICCE-Taiwan66881.2025.11207953
  2. DEEP LEARNING APPROACHES FOR VIBRATION SIGNAL ANALYSIS IN ROTATING SHAFT UNBALANCE DETECTION. 2025 IEEE International Conference on Consumer Electronics – Taiwan, Published 27 October 2025, DOI: 10.1109/ICCE-Taiwan66881.2025.11208115
  3. COMPARATIVE ANALYSIS OF SAAS MODEL AND NPC INTEGRATION FOR ENHANCING VR SHOPPING EXPERIENCES. Journal of Applied Sciences (Volume 14, Issue 15), SCI-Q1 Published 24 July 2024, DOI:10.3390/app14156573
  4. OPTIMIZING 3D CLOTHING MODELS FOR VR: A DEEP LEARNING APPROACH TO TRIANGLE COUNT REDUCTION. 2024 IEEE International Conference on Consumer Electronics – Taiwan, Published 21 May 2024, DOI:10.1109/ICCE-Taiwan62264.2024.10674064
  5. A PRELIMINARY STUDY ON THE COLLABORATIVE PLAYING PIANO AUTOMATIC WITH DEEP LEARNING. 2024 IEEE International Conference on Consumer Electronics – Taiwan, Published 21 May 2024, DOI:10.1109/ICCE-Taiwan62264.2024.10674105
  6. TOWARD PROJECT SUCCESS FORECASTING IN REWARD-BASED CROWDFUNDING THROUGH WIDE-AND-DEEP COMPUTATIONAL LEARNING. IEEE/IAS International Conference on Industry Applications (Induscon2023), Published 22 July 2023, DOI: 10.1109/INDUSCON58041.2023.10374665
  7. TOWARDS DIGITAL TWINS OF 3D RECONSTRUCTED APPAREL MODELS WITH AN END-TO END MOBILE VISUALIZATION. Journal of Applied Sciences (Volume 13, Issue 15), SCI-Q1 Published 18 July 2023, DOI: 10.3390/app13158571
  8. AN EMPIRICAL GENERATION TECHNIQUE ON BACKGROUND MUSIC USING GATED RECURRENT NEURAL NETWORKS. 2023 IEEE International Conference on Consumer Electronics – Taiwan, Published 19 June 2023, DOI: 10.1109/ICCE-Taiwan58799.2023.10227055
  9. INTO 3D-RECONSTRUCTED APPAREL OVER VIRTUAL TRY-ON WITH VIRTUAL REALITY. 2023 IEEE International Conference on Consumer Electronics – Taiwan, Published 19 June 2023, DOI: 10.1109/ICCE-Taiwan58799.2023.10226992
  10. AUTOMATIC ASSESSMENT OF PIANO PERFORMANCES USING TIMBRE AND PITCH FEATURES. Journal of Electronics (Volume 12, Issue 8), SCI-Q2 Published 9 April 2023, DOI: doi.org/10.3390/electronics12081791
  11. A PRELIMINARY STUDY ON THE AUGMENTED REALITY (AR) GAME-BASED APPLICATION WITH THE SECOND-GENERATION HOLOLENS. 2022 IEEE International Conference on Consumer Electronics - Taiwan), Published 15 May 2022, DOI: 10.1109/ICCE-Taiwan55306.2022.9869020
  12. GAME-BASED LEARNING BETWEEN AUGMENTED REALITY AND VIRTUAL REALITY FOR HOME SCHOOL EDUCATION. International Conference on Social Science, Humanities & Management Studies (ICSHMS-2022) Indonesia, Published 2 March 2022,
  13. AUTOMATIC EVALUATION OF PIANO PERFORMANCES FOR STEAM EDUCATION. Journal of Applied Sciences (Volume 11, Issue 24), SCI-Q1, Published 9 December 2021, DOI: 10.3390/app112411783
  14. A PRELIMINARRY STUDY OF THE SUITABILITY PERSONNEL USING VIRTUAL REALITY. 1ST Conference SEA the Future 2020, Pattaya, Bangkok, Thailand, Published 13 February 2020
  15. A STUDY OF THE SUITABILITY PERSONNEL USING BRAINWAVE AND VR. Maritime Technology and Research, (Vol. 2 No. 2), TCI-Q2 2020 April – June, Published 1 January 2020 DOI: 10.33175/mtr.2020.218954
  16. AUTOMATIC PIANO PERFORMANCE ASSESSMENT. Taiwan Telecommunications Annual Symposium 2020, Kaohsiung, Taiwan, Published 14 January 2020
  17. ANALYSIS METHODS USING VIRTUAL REALITY (VR) MEDIA FOR PEDIATRICIAN’S TREATMENT. Symposium on Digital life Technologies, DLT2019 數位⽣活科技研討會-國⽴⾼雄科技⼤學, Kaohsiung, Taiwan, Published 22 June 2019
  18. METHODS OF COMMAND RECOGNITION USING SINGLE-CHANNEL EEGS. International Journal of Information Sciences and Techniques (IJIST), (Vol. 8, Number 1/2/3/4/5), SCI-Q1, Published 26 September 2018 DOI: 10.5121/ijist.2018.8501

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