Human State and Activity Recognition (HEAR)

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Project Description:
This is the project description

Team:

  • Fitra A. Bachtiar
  • Latansa Nury

Past Members:

  • Vivy Junita
  • Irwan Suprianto
  • Katrina Puspita
  • Arif Al Bastomi
  • Zainal Arifien

Project Publications:

  1. Sari, C. A., Bachtiar, F. A., Muflikhah, L., & Widayati, A. (2023). Facial Palsy Detection Through Changes in Facial Muscle Functionality Using CNN Algorithm. 2023 6th International Conference of Computer and Informatics Engineering (IC2IE), 297–302. https://doi.org/10.1109/IC2IE60547.2023.10331016. [Link]
  2. Bachtiar, F. A., Rismawan, F. A., Fuadi, E. H., Yudistira, N., & Muflikhah, L. (2023). Classification Comparison of Activity Distraction Detection in Car Driving. Proceedings of the 7th International Conference on Sustainable Information Engineering and Technology, 22–27. https://doi.org/10.1145/3568231.3568236. [Link]
  3. Imanda, J. N. T., Bachtiar, F. A., & Ridok, A. (2023). Application of Deep Convolutional Generative Adversarial Networks to Generate Pose Invariant Facial Image Synthesis Data | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi). RESTI, 7(5), 1049–1055. [PDF]
  4. Pratama, R. A., Yudistira, N., & Bachtiar, F. A. (2023). Violence recognition on videos using two-stream 3D CNN with custom spatiotemporal crop. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-023-15599-0. [Link]
  5. Arifien, Z., Bachtiar, F. A., & Yudistira, N. (2022). Pengenalan Aktivitas Manusia Menggunakan Sensor Akselerometer dan Giroskop pada Smatphone dengan Metode K-Nearest Neighbor. Jurnal Teknologi Informasi dan Ilmu Komputer, 9(1), Article 1. https://doi.org/10.25126/jtiik.2022915593. [PDF]
  6. Khoirullah, H. B., Yudistira, N., & Bachtiar, F. A. (2022). Facial Expression Recognition Using Convolutional Neural Network with Attention Module. JOIV : International Journal on Informatics Visualization, 6(4), 897–903. https://doi.org/10.30630/joiv.6.4.963. [PDF]
  7. Sugihdharma, J. A., & Bachtiar, F. A. (2022). Myers-Briggs Type Indicator Personality Model Classification in English Text using Convolutional Neural Network Method. Jurnal Ilmu Komputer Dan Informasi, 15(2), Article 2. https://doi.org/10.21609/jiki.v15i2.1052. [PDF]
  8. Hasan, R. A. N., Pradana, F., & Bachtiar, F. A. (2022). Pengembangan Sistem Monitoring Mengidentifikasi Vital Sign Suhu Tubuh dan Jantung pada Orang Tua. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 6(4), Article 4. [PDF]
  9. Sinana, A. R., Tolle, H., & Bachtiar, F. A. (2022). Desain Media Pembelajaran dengan Model Problem-based Learning dan Gamitifikasi untuk Materi Bangun Ruang Tingkat SMK Berbasis Virtual Rality. Jurnal Teknologi Informasi dan Ilmu Komputer, 9(2), Article 2. https://doi.org/10.25126/jtiik.2022925627. [PDF]