ABOUT ME

Currently, I'm an Assistant Professor (Specially Appointed) at the Tokyo Institute of Technology, Japan. I received the B.S. degree in Electronics and Instrumentation from Universitas Gadjah Mada (UGM), Yogyakarta, Indonesia, in 2009 and Ph.D. degree in Electrical Engineering from National Central University (NCU), Taiwan, in 2020. My research interests include artificial intelligence, computer vision, image processing, medical imaging, and robotics.

My research was in computer vision and image processing, including AI. I used C++ or Python programming on Windows or Linux operating systems. Overall, I have at least 10 years of experience in programming. And for the AI field I have studied since I took a Ph.D. degree until now for about 7 years. For intelligent systems, I focus more on developing algorithms or frameworks that can run systems in the real-time in the actual environment. Besides, I also understand well enough the theory and mathematics for these systems, including machine learning and deep learning. One of my interests in AI research is that I want to create my network or method. I have also been a reviewer in several journals, such as Circuit World, Sensor Review, Journal of Robotics and Control, Journal of Electronic Imaging, Sensors (MDPI), BDCC (MDPI), and Scientific Reports (Nature).

My friends call me Wahyu, Wayau, Ayu, or Ayuchan.

~ayuchan~


SKILLS

Software

Android Studio   AVR Studio   BasCom AVR   C/C++   C#   CV AVR   Java   MATLAB   OpenCV   Python   PyTorch   Tensorflow   Verilog   Visual Basic  

Hardware

Arduino   Microcontroller   NVIDIA Jetson   PLC   Raspberry Pi  

Design and Layout

Corel Draw   Eagle PCB   Photoshop   Protel PCB   Proteus   Solidworks  

EDUCATION


PUBLICATIONS

Selected Journal Paper

YEAR TITLE JOURNAL INDEXING
2023 Career Pathways in Artificial Intelligence and Computer Vision for Women in Industry and Academia: Turning the Tide IEEE Women in Engineering Magazine Scopus
2023 Auto-CA: Automated Cobb Angle Measurement Based on Vertebrae Detection for Assessment of Spinal Curvature Deformity IEEE Transactions on Biomedical Engineering SCI/EI, Q1 IF:4.6
2022 Touchless Head-Control (THC): Head Gesture Recognition for Cursor and Orientation Control IEEE Transactions on Neural Systems and Rehabilitation Engineering SCI/EI, Q1 IF:4.9
2022 Wide Range Head Pose Estimation Using A Single RGB Camera for Intelligent Surveillance IEEE Sensors Journal SCI/EI, Q1 IF:4.3
2021 Distance Measurements of Unmanned Aerial Vehicles Using Vision-Based Systems in Unknown Environments Electronics SCI/EI, Q2 IF:2.9
2021 Real-Time Bi-Directional People Counting Using an RGB-D Camera Sensor Review SCI/EI, Q2 IF:1.6
2019 Real-Time Detection and Recognition of Multiple Moving Objects for Aerial Surveillance Electronics SCI/EI, Q2 IF:2.9
2019 Real-Time Automated Segmentation and Classification of Calcaneal Fractures in CT Images Applied Sciences SCI/EI, Q2 IF:2.7

Conference Paper

YEAR TITLE CONFERENCE
2022 Sliding Mode Control of Angular Speed DC Motor System with Parameter Uncertainty IEEE International Conference on Communication, Networks, and Satellite (COMNETSAT)
2022 Liquid Tank Level Control with Proportional Integral Derivative (PID) and Full State Feedback (FSB) IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)
2021 AutoSpine-Net: Spine Detection Using Convolutional Neural Networks for Cobb Angle Classification in Adolescent Idiopathic Scoliosis International Conference on Electronics Biomedical Engineering and Health Informatics (ICEBEHI)
2021 Artificial Potential Field Algorithm for Obstacle Avoidance in UAV Quadrotor for Dynamic Environment IEEE International Conference on Communication, Networks, and Satellite (COMNETSAT)
2015 A Novel Object Detection Method Based on Fuzzy Sets Theory and Speed-Up Robust Feature (SURF) International Conference on System Science and Engineering (ICSSE)

Other Publications

YEAR TITLE JOURNAL INDEXING
2023 Novel Skin Permeability Prediction Tool Based on An Explainable Regression Model Analysis using PaDel Descriptor for Plant-Based Drug Development Journal of Investigative Dermatology SCI/EI, Q1 IF:6.5
2023 Future Potential of E-Nose Technology: A Review International Journal of Robotics and Control Systems Scopus, Q3
2023 Fear and Group Defense Effect of a Holling Type IV Predator-Prey System Intraspecific Competition Emerging Science Journal Scopus, Q1
2022 Understanding of Convolutional Neural Network (CNN): A Review International Journal of Robotics and Control Systems Scopus, Q3
2022 Blockchain Technology JITEKI -
2022 A Hybrid Hand-Crafted and Deep Neural Spatio-Temporal EEG Features Clustering Framework for Precise Emotional Status Recognition Sensors SCI/EI, Q1 IF:3.9
2022 Automated Cobb Angle Measurement for Adolescent Idiopathic Scoliosis Using Convolutional Neural Network Diagnostics SCI/EI, Q2 IF:3.6
2022 Sensor Integration for Real-Time Data Acquisition in Aerial Surveillance Australian Journal of Electrical and Electronics Engineering EI, Q3
2021 Development of Surface EMG Game Control Interface for Persons with Upper Limb Functional Impairments Signals Scopus, Q3
2021 Linkage Detection of Features that Cause Stroke using Feyn Qlattice Machine Learning Model JITEKI -
2021 Mobile Robot Path Planning in a Trajectory with Multiple Obstacles Using Genetic Algorithms Journal of Robotics and Control Scopus, Q3
2021 Real-Time Human Detection Using Deep Learning on Embedded Platforms: A Review Journal of Robotics and Control Scopus, Q3
2020 Online Digital Image Stabilization for an Unmanned Aerial Vehicle Journal of Robotics and Control Scopus, Q3
2020 Design and Implementation of a Mobile Robot for Carbon Monoxide Monitoring Journal of Robotics and Control Scopus, Q3

ACHIEVEMENT AND AWARDS

Awards Title Year
Best Paper Award International Conference on Electronics Biomedical Engineering and Health Informatics (ICEBEHI) 2021
Exchange Awardee Shibaura Institute of Technology, Japan 2017
Scholarship Awardee National Central University, Taiwan 2013 - 2020
Finalist of Student Creativity Competition – Scientific Papers Automatic Circulation System Based on the Detection of Carbon Dioxide Excessive 2009
Finalist of Rocket Payload Competition Interfacing of Rocket Payload Data of Temperature and Humidity, Accelerometer and Air Pressure 2008
3rd Winner of Scientific Writing Competition, Universitas Gadjah Mada The Advantages of the Lapindo’s Mud as The Renewable Natural Resources for the Power Station 2008
Finalist of Student Creativity Competition (Pekan Kreativitas Mahasiswa) District Information System Based on RFID 2008
3rd Winner Yogyakarta Sport’s Competition - Chess (Women), Indonesia 2007
1st Winner Chess Competition Universitas Gadjah Mada (Women), Yogyakarta, Indonesia 2007

WORK EXPERIENCE

Period: December 2022
Office: Tokyo Insitute of Technology, Japan
Position: Postdoctoral Researcher
Subject: Medical imaging, computer vision, image processing, artificial intelligence

Period: November 2021 - November 2022
Office: National Taipei University of Technology (NTUT), Taiwan
Position: Postdoctoral Researcher
Subject: Programming, computer vision, image processing, artificial intelligence

Period: December 2018 - October 2021
Office: Issa Technology, Taoyuan, Taiwan
Position: Software Engineer
Subject: Programming, computer vision, image processing, artificial intelligence

Period: June 2017 - August 2017
Office: Ubiik Inc, Hsinchu, Taiwan
Position: Internship, Software Engineer
Subject: Program and embedded system for Smart Power Meter

Period: May 2009 - August 2013
Position: Freelancer
Subject: Programming and electronics

Period: November 2010 - October 2011
Office: Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia
Position: Research Assistant
Subject: Programming and electronics

Period: May 2010 – October 2010
Office: Universitas Indonesia (UI), Depok, Indonesia
Position: Research Assistant
Subject: Programming and electronics

Period: August 2009 - January 2010
Office: Universitas Gadjah Mada (UGM), Yogyakarta, Indonesia
Position: Laboratory Assistant
Subject: Teaching class and experiment in electronics and programming


GUEST LECTURE

Title: Menggapai Mimpi di Kancah Internasional
Host: Universitas Internasional Semen Indonesia (UISI)
Date: July 4, 2020

Title: Artificial Intelligence Applications in Real-Life
Host: Sekolah Tinggi Teknologi Bandung (STTB)
Date: July 10, 2021


Title: When Remote Sensing Meets Artificial Intelligence
Host: Universitas Negeri Makasar (UNM)
Date: December 4, 2021


Title: AI Technology in Medical Imaging and Assistive Devices
Host: Universitas Indonesia (UI)
Date: September 23, 2022


Title: Publications in Artificial Intelligence and Medical Imaging
Host: Universitas Harapan Bangsa (UHB)
Date: October 6, 2022


RESUME



Assistant Professor (Specially Appointed)

Tokyo Institute of Technology, Japan
Biomedical Artificial Intelligence

Previous Research


Moving Object Detection Using UAV


People Counting Using RGB-D Camera


Car Detection YOLOv3


Indoor Segmentation Using UAV


Calcaneal Fractures Classification


Face Detection


Cobb Angle Measurement


Head Pose Estimation


Touchless Head-Control (THC)