Skip to content
IDPortal

Lecturer · Informatics

Martin C.T. Manullang, S.T., M.T.

Research interests

  • Computer Vision
  • Deep Learning
  • Multimedia
  • Biomedical and Healthcare

Publications

2026

  1. From Speech to Summary: A Pipeline-Based Evaluation of Whisper and Transformer Models for Indonesian Dialogue SummarizationJournal of Applied Informatics and Computing 10 (1), 522-534

2025

  1. A Transformer-Based Network for Estimating Blood Pressure Using Facial Videos (opens in a new tab)IEEE Sensors Journal
  2. COMPUTER VISION: Panduan Pemula Untuk Penelitian dan Aplikasi PraktisITERA Press
  3. Comparative analysis of CNN, Transformers, and Traditional ML for classifying online gambling spam comments in IndonesianJournal of Applied Informatics and Computing 9 (3), 592-602
  4. Integrating Gradient Boosting and Parametric Architecture for Optimizing Energy Use Intensity in Net-Zero Energy Buildings (opens in a new tab)Civil Engineering Journal Iran
  5. The impact of coloured noise on brainwave activity: Implications for indoor environment design (opens in a new tab)Indoor and Built Environment

2024

  1. Pixel Intensity Tracking for Remote Respiratory Monitoring: A Study on Indonesian SubjectarXiv preprint arXiv:2412.09938
  2. Smart camera for visitor recording based on face recognition in automatic gates (case study: New normal protocols in Institut Teknologi Sumatera) (opens in a new tab)Aip Conference Proceedings

2023

  1. A low-cost notion to monitor and diagnose obstructive sleep apnea (ideas for an affordable sleep test in Indonesia) (opens in a new tab)Aip Conference Proceedings
  2. Adapting remote photoplethysmography for Indonesian subjects: an examination of diverse rPPG techniques (opens in a new tab)JITEL (Jurnal Ilmiah Telekomunikasi, Elektronika, dan Listrik Tenaga) Vol. 3 No. 3

2022

  1. Automatic Gate for Body Temperature Check and Masks Wearing Compliance Using an Embedded System and Deep Learning (opens in a new tab)Khazanah Informatika Vol. 8 No. 1

2021

  1. Implementasi Penghitung Laju Respirasi pada Sistem Polisomnografi menggunakan Mikrofon dan Arduino Nano (opens in a new tab)Jurnal Teknologi Terpadu Vol. 7 No. 1
  2. Implementation of thermal camera for non-contact physiological measurement: A systematic review (opens in a new tab)Sensors
  3. QoS Analysis on Campus Building Network Infrastructure with WDS Technique using PCQ Method (opens in a new tab)Journal of Physics Conference Series

2020

  1. Design Methods of Detecting Atrial Fibrillation Using the Recurrent Neural Network Algorithm on the Arduino AD8232 ECG Module (opens in a new tab)Iop Conference Series Earth and Environmental Science
  2. Design and Architecture of a Public Satisfaction Detection Camera Based on Facial Emotional Analysis (opens in a new tab)Iop Conference Series Earth and Environmental Science
  3. Purwarupa Penyiraman Otomatis dengan Arsitektur Mqtt dan Logika Fuzzy Sugeno untuk Meningkatkan Keefektifan Manajemen Penyiraman Tanaman (Studi Kasus : ITERA) (opens in a new tab)Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) Vol. 5 No. 2

2019

  1. Implementation of AD8232 ECG Signal Classification Using Peak Detection Method For Determining RST Point (opens in a new tab)Indonesian Journal of Artificial Intelligence and Data Mining Vol 2, No 2

2015

  1. Pengembangan Pedal Efek Gitar Elektrik Menggunakan Arduino (opens in a new tab)Jurnal Teknologi dan Sistem Komputer Volume 3, Nomor 1, Tahun 2015 (Januari 2015)20-25

Research grants

  1. Pengembangan Sistem Deteksi Dini Parasit Plasmodium Berbasis Kecerdasan Buatan Terintegrasi dengan Mikroskop Konvensional di Wilayah Endemik Malaria Kabupaten PesawaranPendanaan Penelitian ITERA TA 2025 (Penelitian Berbasis Kepakaran) · Anggota2025
  2. Peringkasan Audio Otomatis Berbasis Pendekatan Hibrida (Direct Audio Summarization dan Summarization Via Text)Penelitian Kompetitif Nasional (PDP/Dosen Pemula) · Anggota2025
  3. Rancangan Sistem Pertanian Berkelanjutan : “More Crops Per Drop” dengan Implementasi Teknologi Komunikasi dan Informasi pada Sistem Tanam Padi Salibu"Hibah Penelitian ITERA 2021 (Gbu 45) · Anggota2021
  4. Sistem Pengawasan Obstructive Sleep Apnea Berbasis Internet of Things Dengan AD8232 dan Sinyal SuaraPenelitian Kompetitif Nasional (PDP/Dosen Pemula) · Anggota2020
  5. Customer Satisfaction AI Camera (Cusamera) untuk Pengukuran Kepuasan Pelayanan Publik Berbasis IOT dan Kecerdasan BuatanHibah Penelitian ITERA 2019 (Dasar) · Anggota2019

Community service

  1. Digitalisasi Administrasi dan Layanan Akademik Smpn 1 Kalianda melalui Penerapan Platform Manajemen Sekolah Berbasis Teknologi InformasiPendanaan Pengabdian Kepada Masyarakat ITERA (PPKK) · Anggota2026

Intellectual property

  1. Cusamera : Sistem Pendeteksi Kepuasan Pelanggan Berbasis Analisis WajahHak Cipta · No. EC002020071982020
  2. Purwarupa Dispenser Obat Otomatis Menggunakan Internet Of Things (IoT) Untuk Mengingatkan Pengambilan ObatHak Cipta · No. EC002020525282020

← Back to faculty list