Dr. Ir. Kahlil, S.T., M.Eng.
Dr. Ir. Kahlil, S.T., M.Eng.
Fakultas Teknik
Computer Vision; Deep-Learning
Professional Summary

Dr. Kahlil Muchtar (IEEE Member'17, IEEE Senior Member'22) received his B.S. degree from Sekolah Tinggi Teknik-PLN, Jakarta, in 2007 from the Department of Computer Science. He spent 3 years (2007-2010) in the industry as a System Software Specialist (using Spring Framework, Struts, and Oracle) at PT. Praweda Ciptakarsa Informatika, Jakarta. His specific role was developing Web-based Enterprise Banking called RTGS (Real-time Gross Settlement) system for all branches of Bank of Indonesia. He obtained an M.Eng. degree from Asia University, Taiwan, in 2012 from the Department of Computer Science and Information Engineering. He then received a Ph.D. degree from National Sun Yat-sen University, Kaohsiung, Taiwan, in 2017 from the Department of Electrical Engineering (Advised by Chia-Hung Yeh and Chih-Yang Lin). In addition, during his Ph.D., he was appointed as Lead-Researcher for Multiyear Qualcomm Multimedia R&D university projects (2014-2016). These projects were funded by Qualcomm, U.S., and entitled "3D Mobile Reconstruction" and "3D Dynamic Scene Reconstruction and Mapping", respectively. Dr. Kahlil joined the Department of Electrical and Computer Engineering, Syiah Kuala University (USK) as a Lecturer and Researcher in 2017. Furthermore, he was an AI Research Scientist at Nodeflux, an AI national leading startup company in Indonesia (2018-2020). Dr. Kahlil’s research interests include multimedia, video surveillance, and 3D reconstruction. He was appointed as the chairperson of Telematics Research Center (2020-2021). Since May 2021, he is being promoted to Assistant Professor. Currently, he is appointed as head of the computer engineering department at USK (since Oct 2021-Aug 2024). He is now continuing a post-doctoral fellow to National Central University, Taiwan (Aug-Oct 2024), especially CVIT Lab under leadership of Prof. Chih-Yang Lin. The main objective is to output a Q1 journal in Coffee-bean Classification field. Since December 2024, he is being promoted to Associate Professor.





Dr. Kahlil has been an active member of APSIPA and IEEE. Dr. Kahlil has co-authored 32 international conferences, and 21 international journal papers and holds 1 patent in Taiwan. He received the 2014 IEEE GCCE Outstanding Poster Award, the 2013 Intelligent Electronics System Design Contest Award for Excellent Achievement in the System Application Category from the Ministry of Education (Taiwan), Silver Award of Intel(R) Taiwan Intelligent Systems Design Student Contest 2013, and Second Prize Winners of 2014 Intel(R) Cup Embedded System Design Invitational Contest (Shanghai, China). He also won travel grants from the Ministry of Science and Technology (MOST), Taiwan to the IEEE International Workshop on Multimedia Signal Processing (MMSP’2014). In 2017, he received the Excellent IICM Ph.D. Dissertation Award from Taiwan. Recently, he received the outstanding paper award at ICS'18 and best oral presenter at ICCSI 2018 and 2020.





In 2021, he received International Journal Recognition and Appreciation from IEEE Indonesia. Recently, in 2022, he was elevated to IEEE Senior Member (the first from Aceh province) due to his academia-industry experiences for more than 15 years. To date, he is a member of IEEE  Consumer Technology Society - Technical Activities (TA) of Machine learning, Deep learning and AI in CE (MDA). In 2024, his team organized a workshop at top-tier IEEE Conference in surveillance field, IEEE AVSS'2024 - IVCSSC, in Niagara, Canada. He will also organize the special session at ICCE'25, Las Vegas, U.S.A.






  • Received IEEE Senior Member Plaque (The First from Aceh Province)






  • In Niagara Falls - Canada to organize IEEE AVSS'24 - Workshop



(Last edited: Dec 04, 2024)



Educational Background
2000 – 2017
S3
National Sun Yat-sen University
Electrical Enginering
2000 – 2012
S2
Asia University
Teknik Informatika dan Komputer
2000 – 2007
S1
Sekolah Tinggi Teknik Pln
Teknik Informatika
Journal of Information Systems Engineering and Business Intelligence
Sinergi Indonesia
Applied Computational Intelligence and Soft Computing
IEEE Access
Cryptography
2025 [ No-Q · Journal ] The Role of U-Net Segmentation for Enhancing Deep Learning-based Dental Caries Classification
Indonesian Journal of Electronics, Electromedical Engineering, and Medical ..., 2025
2025 [ No-Q · Journal ] Development of a self-driving RC car with lane-keeping system using a pure pursuit controller
Jurnal Polimesin 23 (4), 420-426, 2025
Journal of Engineering and Technological Sciences
Sinergi Indonesia
Applied Computational Intelligence and Soft Computing
2024 [ No-Q · Journal ] Augmentation of Additional Arabic Dataset for Jawi Writing and Classification Using Deep Learning
Jurnal Rekayasa Elektrika Vol 20 (1), 20-34, 2024
2024 [ No-Q · Journal ] Design and development of aircraft cargo fire early detection simulation system using arduino nano microcontroller
Teknika: Jurnal Sains dan Teknologi 20 (1), 10-16, 2024
2024 [ No-Q · Journal ] Implementation of a Web-Based Asset Information System to Enhance Efficiency and Transparency in Asset Management at Gampong Tingkeum, Aceh Besar Regency: Implementasi Sistem ...
JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) 8 (4), 167-172, 2024
2024 [ No-Q · Journal ] Image Classification of Wounds Using a Hybrid Approach between Active Contour and Decision Tree
Jurnal Komputer, Informasi Teknologi, dan Elektro 9 (2), 2024
Journal of Artificial Intelligence and Soft Computing Research
Jurnal Resti
2023 [ No-Q · Journal ] Rancang Bangun Aplikasi E-Kuesioner Berbasis Web Dengan Menggunakan Skala Thurstone
Jurnal Komputer, Informasi Teknologi, dan Elektro 8 (1), 2023
2023 [ No-Q · Journal ] Computer Vison Berbasis Deep Learning untuk Aplikasi Pertanian: Teori dan Praktik
Syiah Kuala University Press, 2023
2023 [ No-Q · Journal ] JURNAL RESTI
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 7 (3), 2023
2023 [ No-Q · Journal ] Binary Classification Through Deep Learning Techniques
Innovative Technologies in Intelligent Systems and Industrial Applications ..., 2023
Applied Sciences Switzerland
IEEE Access
Jurnal Rekayasa Elektrika Vol 18 (2), 2022
2022 [ No-Q · Journal ] Rancang Bangun Purwarupa Pemilah Sampah Pintar Berbasis Deep Learning
Jurnal Teknologi Informasi dan Ilmu Komputer 9 (3), 655-662, 2022
2022 [ No-Q · Journal ] Perbandingan Kinerja Deep Learning Dalam Pendeteksian Kerusakan Biji Kopi
JURIKOM (Jurnal Riset Komputer) 9 (6), 1928, 2022
Jurnal Resti
2021 [ No-Q · Journal ] K & N Berkelana di Taiwan
Syiah Kuala University Press, 2021
Journal of Big Data
IEEE Access
IEEE Transactions on Intelligent Transportation Systems
IEEE Access
Jurnal Nasional Teknik Elektro, 65-74-65-74, 2019
Multimedia Tools and Applications
Journal of Visual Communication and Image Representation
Multimedia Tools and Applications
Journal of Internet Technology
IEEE Transactions on Industrial Electronics
2017 [ No-Q · Journal ] Background Modeling with Applications in Video Surveillance Systems
國立中山大學, 2017
Journal of Visual Communication and Image Representation
Journal of Visual Communication and Image Representation
Frontiers in Artificial Intelligence and Applications
Information Sciences
International Journal of Innovative Computing Information and Control
2011 [ No-Q · Journal ] Hierarchical tree structure background construction method for motion detection
- [ No-Q · Journal ] General Co-Chair
- [ No-Q · Journal ] IEEE CYBERNETICSCOM 2019
- [ No-Q · Journal ] Usk-Coffee: A Novel Dataset and Deep Learning Benchmark Fordefect Coffee Bean Detection
Available at SSRN 4863638, 0
2025 IEEE International Conference on Consumer Electronics (ICCE), 1-6, 2025
2025 IEEE International Conference on Advanced Visual and Signal-Based ..., 2025
Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
2025 IEEE International Conference on Consumer Electronics-Taiwan (ICCE ..., 2025
Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference Apsipa
2025 8th International Conference on Vocational Education and Electrical Engineering Shaping A Susta
2024 2nd International Conference on Software Engineering and Information ..., 2024
2024 7th International Conference on Informatics and Computational Sciences ..., 2024
2024 IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, AVSS 2024
2024 International Conference on Decision Aid Sciences and Applications ..., 2024
2024 International Conference on Decision Aid Sciences and Applications ..., 2024
2024 Seventh International Conference on Vocational Education and Electrical ..., 2024
2024 Seventh International Conference on Vocational Education and Electrical ..., 2024
2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 785-786, 2024
2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 599-600, 2024
2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 1210-1211, 2024
2023 2nd International Conference on Computer System, Information Technology ..., 2023
2023 2nd International Conference on Computer System, Information Technology ..., 2023
The 2nd 2023 International Conference on Computer System, Information ..., 2023
2023 2nd International Conference on Computer System, Information Technology ..., 2023
2023 [ No-Q · Conference Proceedin ] Evaluation of CyPACH: A Cyber Privacy Advisor Chatbot
2023 2nd International Conference on Computer System, Information Technology ..., 2023
Conference on Innovative Technologies in Intelligent Systems and Industrial ..., 2022
2023 3rd International Conference on Computing and Information Technology ..., 2023
2023 3rd International Conference on Computing and Information Technology ..., 2023
2023 IEEE 12th global conference on consumer electronics (GCCE), 515-516, 2023
2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 328-329, 2023
2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023
2023 International Conference on Information Technology and Computing ..., 2023
2023 6th International Seminar on Research of Information Technology and ..., 2023
2023 6th International Seminar on Research of Information Technology and ..., 2023
2023 [ No-Q · Conference Proceedin ] Deep Age Estimation Model Optimization
2023 International Workshop on Artificial Intelligence and Image Processing ..., 2023
2023 [ No-Q · Conference Proceedings ] Impact Analysis of CLAHE and UM-Based Image Quality Improvement on Diabetic Retinopathy Disease Classification
1st International Conference on Business and Technological Advancement in ..., 2023
2022 IEEE international conference on cybernetics and computational ..., 2022
2022 International Conference on Electrical Engineering and Informatics ..., 2022
2022 8th International Conference on Wireless and Telematics (ICWT), 1-6, 2022
2022 5th International Seminar on Research of Information Technology and ..., 2022
2022 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (IEEE ICMEW 2022)
2022 IEEE International Conference on Cybernetics and Computational ..., 2022
Procedia Computer Science 216, 48-56, 2023
Procedia Computer Science 216 (2023), 57-66, 2023
5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE 2020
Journal of Physics: Conference Series 1807 (1), 012001, 2021
2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 907-908, 2021
2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 629-630, 2021
2021 [ No-Q · Conference Proceedin ] A Door Detection System for Convenience Stores in Taiwan
2021 International Conference on Computer System, Information Technology ..., 2021
2020 3rd International Seminar on Research of Information Technology and ..., 2020
2020 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC)
4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI 2019) : ENABLING COLLABORATION TO ESCALATE IMPACT OF RESEARCH RESULTS FOR SOCIETY
2019 IEEE International Conference on Cybernetics and Computational ..., 2019
2019 1ST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION (ICAIIC 2019)
New Trends in Computer Technologies and Applications: 23rd International ..., 2019
2019 [ No-Q · Conference Proceedin ] High efficient single-stage steel surface defect detection
2019 16TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)
2019 16TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)
Procedia Computer Science 135, 579-586, 2018
Smart Trends in Systems, Security and Sustainability: Proceedings of WS4 ..., 2018
2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW)
2017 [ No-Q · Conference Proceedin ] A DPM based object detector using HOG-LBP features
2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW)
2017 [ No-Q · Conference Proceedings ] 3D-Based Unattended Object Detection
Smart Trends in Systems, Security and Sustainability: Proceedings of WS4 ..., 2017
2014 [ No-Q · Conference Proceedin ] Grabcut-based abandoned object detection
2014 IEEE 16TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP)
2014 IEEE 3RD GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE)
2014 [ No-Q · Conference Proceedings ] Heartbeat Measurement Based on Laser Speckle Fingerprint
The 2014 International Computer Symposium (ICS 2014)
2013 [ No-Q · Conference Proceedin ] Abandoned object detection in complicated environments
2013 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA)
2012 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC)
THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012)
THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012)
APSIPA Annual Summit and Conference special session on Image/Video ..., 2011
2023 Computer Vision Berbasis Deep Learning Untuk Aplikasi Pertanian: Teori dan Praktik
Kahlil, Muhammad Rizky Munggaran, Laksono, Kurnianggoro, Adhiguna Mahendra, Nona Zarima, Fina Noviantika, Alifya Febriana
USK Press
ISBN: 9786232648647
2025 WebAno : Website AI Deteksi Video Anomali 000969171
2022 LOKALISASI DAN DETEKSI PEJALAN KAKI YANG BERGERAK MENGGUNAKAN GUIDED FILTERING P00202212974
2021 SISTEM DETEKSI DAN KLASIFIKASI KENDARAAN BERGERAK YANG EFISIEN PADA SISTEM TRANSPORTASI PINTAR P00202003991
2015 REAL-TIME BACKGROUND MODELING METHOD I476703
2021 International Journal Recognition and Appreciation
IEEE Indonesia • Jakarta (virtual) • Indonesia
2020 ICCSCI \' 2020 - Best Presenter Award
The 5th International Conference on Computer Science and Computational Intelligence (ICCSCI), Binus • Bali, Indonesia (Virtual) • Indonesia
2018 Outstanding Paper Award
ICS-2018 (International Computer Symposium) • Yunlin • Taiwan, Province Of China
2018 Best Presenter Award
ICCSCI (International Conference on Computer Science and Computational Intelligence) • Tangerang • Indonesia
2018 The Best Ph.D. Dissertation Award
IICM (Institute of Information & Computing Machinery) • Taipei • Taiwan, Province Of China
2014 Second Prize - Winners of 2014 Intel Cup Embedded System Design Invitational Contest
Intel China • Shanghai • Taiwan, Province Of China
2014 IEEE MMSP | Multimedia and Signal Processing 2014 - Travel Grants
Ministry of Science and Technology (MOST), Taiwan • Taipei • Taiwan, Province Of China
2014 Outstanding Poster Award
Proc. 2014 IEEE Global Conference on Consumer Electronics • Tokyo • Japan
2013 Excellent achievement in the System Application Category
Ministry of Education (Taiwan), The 2013 Intelligent Electronics System Design Contest Award • Taipei • Taiwan, Province Of China
2013 Silver Award - Intelligent Systems Design Student Contest 2013
Intel Taiwan • Taipei • Taiwan, Province Of China
2007 Lulusan Terbaik Teknik Informatika
STT-PLN (Sekolah Tinggi Teknik-PLN) • Jakarta • Indonesia
2022 Guest Lecturer - Research in Digital Image Processing
Yuan-Ze University, Chungli, Taiwan • Webinar
2021 Webinar “Mengenal Teknologi Artificial Intelligence”
Universitas Nusa Mandiri, Jakarta, Indonesia • Virtual
2020 Manufacturing Series-Tech Talk (The 31st International Manufacturing, Machinery, Equipment, Materials and Services Exhibition)
Pamerindo Indonesia • JAKARTA INTERNATIONAL EXPO, INDONESIA
2019 Innovation Talks - Efficient Vehicle Classification through Deep Learning for Smart Surveillance System
MNC Innovation Center • Gedung MNC Tower Lt. 2 Jalan Kebon Sirih Raya No. 17-19, Kebon Sirih, Jakarta
2019 Guest Lectures - A unified smart surveillance system incorporating adaptive foreground extraction and deep learning-based classification
BINUS Doctoral Computer Science Degree • Bina Nusantara University Anggrek, Jakarta Barat
2018 Guest Talk - Smart city in Indonesia : Challenges and Opportunities
Yuan-Ze University • Chungli, Taiwan
2018 Guest Lectures - Digital and Signal Processing
Mechatronic Department • Swiss German University, Jakarta
Academic Overview
145
Total
Journal48
Proceeding74
Book1
Patent4
Award11
Workshop7
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