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
1 Ripeness Detection and Shelf Life Prediction of Avocados Using YOLOv8 and Hybrid Machine Learning
2026 Q2 · Journal Journal of Information Systems Engineering and Business Intelligence
2 Performance evaluation of hyper-parameter tuning automation in YOLOV8 and YOLO-NAS for corn leaf disease detection
2025 Q3 · Journal Sinergi Indonesia
3 Enhancing Face Recognition Model Performance Through HyperStyle-Driven Data Augmentation
2025 Q1 · Journal Applied Computational Intelligence and Soft Computing
4 Edge AI-Based Detection for Defective Coffee Beans using Deep Learning and Streamlit Framework
2025 Q1 · Journal IEEE Access
5 Reliability Improvement of 28 nm Intel FPGA Ring Oscillator PUF for Chip Identification
2025 Q1 · Journal Cryptography
6 The Role of U-Net Segmentation for Enhancing Deep Learning-based Dental Caries Classification
2025 No-Q · Journal Indonesian Journal of Electronics, Electromedical Engineering, and Medical ..., 2025
7 Development of a self-driving RC car with lane-keeping system using a pure pursuit controller
2025 No-Q · Journal Jurnal Polimesin 23 (4), 420-426, 2025
8 Comparison Study of Corn Leaf Disease Detection based on Deep Learning YOLO-v5 and YOLO-v8
2024 Q2 · Journal Journal of Engineering and Technological Sciences
9 Students' emotion classification system through an ensemble approach
2024 Q3 · Journal Sinergi Indonesia
10 Hybrid Models for Emotion Classification and Sentiment Analysis in Indonesian Language
2024 Q1 · Journal Applied Computational Intelligence and Soft Computing
11 Augmentation of Additional Arabic Dataset for Jawi Writing and Classification Using Deep Learning
2024 No-Q · Journal Jurnal Rekayasa Elektrika Vol 20 (1), 20-34, 2024
12 Design and development of aircraft cargo fire early detection simulation system using arduino nano microcontroller
2024 No-Q · Journal Teknika: Jurnal Sains dan Teknologi 20 (1), 10-16, 2024
13 Implementation of a Web-Based Asset Information System to Enhance Efficiency and Transparency in Asset Management at Gampong Tingkeum, Aceh Besar Regency: Implementasi Sistem ...
2024 No-Q · Journal JATI EMAS (Jurnal Aplikasi Teknik dan Pengabdian Masyarakat) 8 (4), 167-172, 2024
14 Image Classification of Wounds Using a Hybrid Approach between Active Contour and Decision Tree
2024 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 9 (2), 2024
15 MOVING OBJECT DETECTION FOR COMPLEX SCENES BY MERGING BG MODELING AND DEEP LEARNING METHOD
2023 Q1 · Journal Journal of Artificial Intelligence and Soft Computing Research
16 Improved Classification of Handwritten Jawi Script Based on Main Part of Script Body
2023 No-Q · Journal Jurnal Resti
17 Rancang Bangun Aplikasi E-Kuesioner Berbasis Web Dengan Menggunakan Skala Thurstone
2023 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 8 (1), 2023
18 Computer Vison Berbasis Deep Learning untuk Aplikasi Pertanian: Teori dan Praktik
2023 No-Q · Journal Syiah Kuala University Press, 2023
19 JURNAL RESTI
2023 No-Q · Journal Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 7 (3), 2023
20 Binary Classification Through Deep Learning Techniques
2023 No-Q · Journal Innovative Technologies in Intelligent Systems and Industrial Applications ..., 2023
21 A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images
2022 Q1 · Journal Applied Sciences Switzerland
22 Moving Pedestrian Localization and Detection With Guided Filtering
2022 Q1 · Journal IEEE Access
23 Substraksi Latar Menggunakan Nilai Mean Untuk Klasifikasi Kendaraan Bergerak Berbasis Deep Learning
2022 No-Q · Journal Jurnal Rekayasa Elektrika Vol 18 (2), 2022
24 Rancang Bangun Purwarupa Pemilah Sampah Pintar Berbasis Deep Learning
2022 No-Q · Journal Jurnal Teknologi Informasi dan Ilmu Komputer 9 (3), 655-662, 2022
25 Perbandingan Kinerja Deep Learning Dalam Pendeteksian Kerusakan Biji Kopi
2022 No-Q · Journal JURIKOM (Jurnal Riset Komputer) 9 (6), 1928, 2022
26 Pendeteksian Septoria pada Tanaman Tomat dengan Metode Deep Learning berbasis Raspberry Pi
2021 No-Q · Journal Jurnal Resti
27 K & N Berkelana di Taiwan
2021 No-Q · Journal Syiah Kuala University Press, 2021
28 Deep anomaly detection through visual attention in surveillance videos
2020 Q1 · Journal Journal of Big Data
29 Image Enhancement for Tuberculosis Detection Using Deep Learning
2020 Q1 · Journal IEEE Access
30 Moving Object Detection through Image Bit-Planes Representation without Thresholding
2020 Q1 · Journal IEEE Transactions on Intelligent Transportation Systems
31 A Lightweight Moving Vehicle Classification System through Attention-Based Method and Deep Learning
2019 Q1 · Journal IEEE Access
32 Perbandingan Kinerja Support Vector Machine (SVM) Dalam Mengenali Wajah Menggunakan SURF DAN GLCM
2019 No-Q · Journal Jurnal Nasional Teknik Elektro, 65-74-65-74, 2019
33 Rain streak removal based on non-negative matrix factorization
2018 Q1 · Journal Multimedia Tools and Applications
34 Coding unit complexity-based predictions of coding unit depth and prediction unit mode for efficient HEVC-to-SHVC transcoding with quality scalability
2018 Q1 · Journal Journal of Visual Communication and Image Representation
35 Moving object detection in the encrypted domain
2017 Q1 · Journal Multimedia Tools and Applications
36 RGB-D abandoned object detection based on GrabCut using kinect
2017 Q2 · Journal Journal of Internet Technology
37 Three-Pronged Compensation and Hysteresis Thresholding for Moving Object Detection in Real-Time Video Surveillance
2017 Q1 · Journal IEEE Transactions on Industrial Electronics
38 Background Modeling with Applications in Video Surveillance Systems
2017 No-Q · Journal
39 背景模型建立技術及其在視訊監控系統之應用
2017 No-Q · Journal 國立中山大學, 2017
40 Secure multicasting of images via joint privacy-preserving fingerprinting, decryption, and authentication
2016 Q1 · Journal Journal of Visual Communication and Image Representation
41 Robust techniques for abandoned and removed object detection based on Markov random field
2016 Q1 · Journal Journal of Visual Communication and Image Representation
42 Heartbeat measurement based on laser speckle fingerprint
2015 Q4 · Book Series Frontiers in Artificial Intelligence and Applications
43 Real-time background modeling based on a multi-level texture description
2014 Q1 · Journal Information Sciences
44 Left-object detection through background modeling
2013 Q2 · Journal International Journal of Innovative Computing Information and Control
45 Hierarchical tree structure background construction method for motion detection
2011 No-Q · Journal
46 General Co-Chair
- No-Q · Journal
47 IEEE CYBERNETICSCOM 2019
- No-Q · Journal
48 Usk-Coffee: A Novel Dataset and Deep Learning Benchmark Fordefect Coffee Bean Detection
- No-Q · Journal Available at SSRN 4863638, 0
1 Evaluating the Impact of Data Cleaning for Improving Road Damage Detection Through Vision Transformer
2025 Q3 · Conference Proceedin 2025 IEEE International Conference on Consumer Electronics (ICCE), 1-6, 2025
2 Implementation of Edge AI for Web-Based Atopic Dermatitis Skin Disease Classification Using Streamlit
2025 Q3 · Journal 2025 IEEE International Conference on Advanced Visual and Signal-Based ..., 2025
3 End-to-End Deep Learning System for Group Activity Recognition in Pedestrian Areas: A Case Study of Malioboro Street Yogyakarta
2025 No-Q · Conference Proceedin Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
4 Comparative Analysis of Edge-AI-based Coffee Bean Classification using Multi-Dataset
2025 No-Q · Conference Proceedin Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
5 Enhancing Coffee Bean Detection Using Tone Mapping and Instance Segmentation
2025 No-Q · Conference Proceedin 2025 IEEE International Conference on Consumer Electronics-Taiwan (ICCE ..., 2025
6 Edge AI-Based MobileNet-V3 for Helmet Usage Classification in Motorcyclists: Preliminary Study
2025 No-Q · Conference Proceedin Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
7 Edge AI-Based Defect Detection in White Pepper (Piper Nigrum L.) Using CLAHE-Based Preprocessing and YOLO
2025 No-Q · Conference Proceedin Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
8 Real-Time Pharmaceutical Drug Identification on Mobile Devices Using YOLO to Assist the Visually Impaired with Voice Assistants
2025 No-Q · Conference Proceedin Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
9 Edge AI-Based Melanoma Classifier Through CLAHE Enhancement and Deep Learning
2025 No-Q · Conference Proceedin Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
10 Fundus Image Segmentation using Attention Mechanism and Image Contrast Algorithm for Diabetic Retinopathy Detection
2025 No-Q · Conference Proceedin Proceeding 2025 International Conference on Computer System Information Technology and Electrical En
11 Implementation of Edge AI for Malaria Detection with Visualization on Streamlit Application
2025 No-Q · Conference Proceedin Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
12 Integration of Edge AI and Streamlit Web Application for Basal Cell Carcinoma Skin Cancer Classification
2025 No-Q · Conference Proceedin Icons Iot 2025 International Conference on Networking Intelligent Systems and Iot
13 Plant Species-Specific Anomaly Detection Based on Electrophysiological Signals
2025 No-Q · Conference Proceedin 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference Apsipa
14 Forecasting Stock Prices with Sequential Deep Learning: A Long Short-Term Memory Approach
2025 No-Q · Conference Proceedin 2025 8th International Conference on Vocational Education and Electrical Engineering Shaping A Susta
15 The Deep Learning-based Intelligent System for Extracting Information from e-KTP
2024 No-Q · Conference Proceedin 2024 2nd International Conference on Software Engineering and Information ..., 2024
16 Hybrid Models for Recognizing Indonesian Textual Entailment
2024 Q3 · Conference Proceedin 2024 7th International Conference on Informatics and Computational Sciences ..., 2024
17 EdANo-Vision: An Edge AI-Powered Anomaly Detector using Flask Web-App Framework
2024 Q4 · Journal 2024 IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, AVSS 2024
18 Impact of Image Pre-Processing on Skin Cancer Classification Melanoma Through Deep Learning
2024 No-Q · Conference Proceedin 2024 International Conference on Decision Aid Sciences and Applications ..., 2024
19 Streamlit Application for Helmet Detection Based on YOLOS: Case Study Indonesia
2024 No-Q · Conference Proceedin 2024 International Conference on Decision Aid Sciences and Applications ..., 2024
20 Indonesia Traffic Sign Recognition Using a One-Stage Detector YOLOv8
2024 No-Q · Conference Proceedin 2024 Seventh International Conference on Vocational Education and Electrical ..., 2024
21 Educational Training on Business Management Using Web-Based Applications with Cryptocurrency Integration
2024 No-Q · Conference Proceedin 2024 Seventh International Conference on Vocational Education and Electrical ..., 2024
22 An Edge AI-Powered Defect Coffee Detector Using Streamlit Web App
2024 No-Q · Conference Proceedin 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 785-786, 2024
23 Utilizing Edge Device and Streamlit for Comparative Evaluation of CLAHE-Based Underwater Image Enhancement Techniques
2024 No-Q · Conference Proceedin 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 599-600, 2024
24 Web-App based Melanoma Skin Cancer Classification through Streamlit and Deep Learning
2024 No-Q · Conference Proceedin 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 1210-1211, 2024
25 Impact of Image Enhancement for Osteoporosis Detection Based on Deep Learning Algorithm
2023 No-Q · Conference Proceedin 2023 2nd International Conference on Computer System, Information Technology ..., 2023
26 Pseudo-LiDAR Meets Agriculture: Leveraging 3D Monocular Point Cloud Processing for Coffee Beans
2023 No-Q · Conference Proceedin 2023 2nd International Conference on Computer System, Information Technology ..., 2023
27 USK-FEMO: A Face Emotion Dataset using Deep Learning for Effective Learning
2023 No-Q · Conference Proceedin The 2nd 2023 International Conference on Computer System, Information ..., 2023
28 Trends, Opportunities, and Challenges in Detecting Depressive Disorders Through Mobile Devices: A Review
2023 No-Q · Conference Proceedin 2023 2nd International Conference on Computer System, Information Technology ..., 2023
29 Evaluation of CyPACH: A Cyber Privacy Advisor Chatbot
2023 No-Q · Conference Proceedin 2023 2nd International Conference on Computer System, Information Technology ..., 2023
30 Performance Evaluation of Coffee Bean Binary Classification Through Deep Learning Techniques
2023 Q4 · Book Series Conference on Innovative Technologies in Intelligent Systems and Industrial ..., 2022
31 Image Enhancement Effects on Chest X-ray Images for COVID-19 Detection
2023 No-Q · Conference Proceedin 2023 3rd International Conference on Computing and Information Technology ..., 2023
32 Action Localization and Recognition through Unsupervised I3D and TSN
2023 No-Q · Conference Proceedin 2023 3rd International Conference on Computing and Information Technology ..., 2023
33 Effect of CLAHE-based Enhancement on Bean Leaf Disease Classification through Explainable AI
2023 No-Q · Conference Proceedin 2023 IEEE 12th global conference on consumer electronics (GCCE), 515-516, 2023
34 A Low-cost Raspberry Pi and Deep Learning System for Customer Analysis
2023 No-Q · Conference Proceedin 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 328-329, 2023
35 Performance Analysis of Face Verification through the Decision Fusion using Several Face Recognition Models
2023 No-Q · Conference Proceedin 2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023
36 Transformer-Based Indonesian Language Model for Emotion Classification and Sentiment Analysis
2023 No-Q · Conference Proceedin 2023 International Conference on Information Technology and Computing ..., 2023
37 Comparative Study of Deep Learning Methods through Improvement of Skin Image Quality of Basal Cell Carcinoma
2023 No-Q · Conference Proceedin 2023 6th International Seminar on Research of Information Technology and ..., 2023
38 Performance Evaluation of Hardhat Image Classification Using Deep Learning and Grad-CAM
2023 No-Q · Conference Proceedin 2023 6th International Seminar on Research of Information Technology and ..., 2023
39 Deep Age Estimation Model Optimization
2023 No-Q · Conference Proceedin 2023 International Workshop on Artificial Intelligence and Image Processing ..., 2023
40 Impact Analysis of CLAHE and UM-Based Image Quality Improvement on Diabetic Retinopathy Disease Classification
2023 No-Q · Conference Proceedings 1st International Conference on Business and Technological Advancement in ..., 2023
41 USK-COFFEE Dataset: A Multi-Class Green Arabica Coffee Bean Dataset for Deep Learning
2022 No-Q · Conference Proceedin 2022 IEEE international conference on cybernetics and computational ..., 2022
42 HyperStyle-Based Data Augmentation to Improve the Performance of Face Recognition Model
2022 No-Q · Conference Proceedin 2022 International Conference on Electrical Engineering and Informatics ..., 2022
43 A Comparative Analysis of Deep Learning Models for Detection of Knee Osteoarthritis Disease through Mobile Apps
2022 No-Q · Conference Proceedin 2022 8th International Conference on Wireless and Telematics (ICWT), 1-6, 2022
44 Performance Evaluation and Analysis of LBP Utilization in Face Spoofing Detection with Deep Learning
2022 No-Q · Conference Proceedin 2022 5th International Seminar on Research of Information Technology and ..., 2022
45 A Unified Video Summarization for Video Anomalies Through Deep Learning
2022 No-Q · Conference Proceedin 2022 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (IEEE ICMEW 2022)
46 A Comparative Analysis of Deep Learning Models for Detecting Malaria Disease Through LBP Features
2022 No-Q · Conference Proceedin 2022 IEEE International Conference on Cybernetics and Computational ..., 2022
47 Comparative analysis of deep learning models for detecting face mask
2022 Q2 · Conference Proceedin Procedia Computer Science 216, 48-56, 2023
48 Impact of CLAHE-based image enhancement for diabetic retinopathy classification through deep learning
2022 Q2 · Conference Proceedin Procedia Computer Science 216 (2023), 57-66, 2023
49 Performance Evaluation of Binary Classification of Diabetic Retinopathy through Deep Learning Techniques using Texture Feature
2021 Q2 · Conference Proceedin 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE 2020
50 Identification of male and female nutmeg seeds based on the shape and texture features of leaf images using the learning vector quantization (LVQ)
2021 Q4 · Conference Proceedin Journal of Physics: Conference Series 1807 (1), 012001, 2021
51 Embedded-based Tomato Septoria Leaf Detection with Intel Movidius Neural Compute Stick
2021 No-Q · Conference Proceedin 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 907-908, 2021
52 Lightweight Pedestrian Detection through Guided Filtering and Deep Learning
2021 No-Q · Conference Proceedin 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE), 629-630, 2021
53 A Door Detection System for Convenience Stores in Taiwan
2021 No-Q · Conference Proceedin 2021 International Conference on Computer System, Information Technology ..., 2021
54 Convolutional Network and Moving Object Analysis for Vehicle Detection in Highway Surveillance Videos
2020 No-Q · Conference Proceedin 2020 3rd International Seminar on Research of Information Technology and ..., 2020
55 Performance Evaluation of Binary Classification of Tuberculosis through Unsharp Masking and Deep Learning Technique
2020 No-Q · Conference Proceedin 2020 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC)
56 Attention-based approach for efficient moving vehicle classification
2019 Q2 · Conference Proceedin 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI 2019) : ENABLING COLLABORATION TO ESCALATE IMPACT OF RESEARCH RESULTS FOR SOCIETY
57 Cross-domain clothing image retrieval based on hybrid shape feature
2019 No-Q · Conference Proceedin 2019 IEEE International Conference on Cybernetics and Computational ..., 2019
58 A unified smart surveillance system incorporating adaptive foreground extraction and deep learning-based classification
2019 No-Q · Conference Proceedin 2019 1ST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION (ICAIIC 2019)
59 An Efficient Event Detection Through Background Subtraction and Deep Convolutional Nets
2019 Q3 · Book Series New Trends in Computer Technologies and Applications: 23rd International ..., 2019
60 High efficient single-stage steel surface defect detection
2019 No-Q · Conference Proceedin 2019 16TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)
61 Coarse-to-fine object detection for ride-hailing market analysis
2019 No-Q · Conference Proceedin 2019 16TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)
62 An Improved Version of Texture-based Foreground Segmentation: Block-based Adaptive Segmenter
2018 Q2 · Conference Proceedin Procedia Computer Science 135, 579-586, 2018
63 3D-Based Unattended Object Detection Method for Video Surveillance
2018 Q4 · Book Series Smart Trends in Systems, Security and Sustainability: Proceedings of WS4 ..., 2018
64 Moving object detection based on image bit-planes and co-occurrence matrix in video surveillance
2017 No-Q · Conference Proceedin 2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW)
65 A DPM based object detector using HOG-LBP features
2017 No-Q · Conference Proceedin 2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW)
66 3D-Based Unattended Object Detection
2017 No-Q · Conference Proceedings Smart Trends in Systems, Security and Sustainability: Proceedings of WS4 ..., 2017
67 Grabcut-based abandoned object detection
2014 No-Q · Conference Proceedin 2014 IEEE 16TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP)
68 Automated reconstruction of 3D object on embedded system for mobile apps
2014 No-Q · Conference Proceedin 2014 IEEE 3RD GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE)
69 Heartbeat Measurement Based on Laser Speckle Fingerprint
2014 No-Q · Conference Proceedings The 2014 International Computer Symposium (ICS 2014)
70 Abandoned object detection in complicated environments
2013 No-Q · Conference Proceedin 2013 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA)
71 Background subtraction by modeling pixel and neighborhood information
2012 No-Q · Conference Proceedin 2012 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC)
72 Image copy detection via dictionary learning and sparse coding
2012 No-Q · Conference Proceedin THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012)
73 Privacy-preserving multimedia cloud computing via compressive sensing and sparse representation
2012 No-Q · Conference Proceedin THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012)
74 Robust background modeling based on multiscale color description
2011 No-Q · Conference Proceedin APSIPA Annual Summit and Conference special session on Image/Video ..., 2011
1 Computer Vision Berbasis Deep Learning Untuk Aplikasi Pertanian: Teori dan Praktik
2023 Terbit Kahlil, Muhammad Rizky Munggaran, Laksono, Kurnianggoro, Adhiguna Mahendra, Nona Zarima, Fina Noviantika, Alifya Febriana • USK Press • 9786232648647
1 WebAno : Website AI Deteksi Video Anomali
2025 000969171
2 LOKALISASI DAN DETEKSI PEJALAN KAKI YANG BERGERAK MENGGUNAKAN GUIDED FILTERING
2022
3 SISTEM DETEKSI DAN KLASIFIKASI KENDARAAN BERGERAK YANG EFISIEN PADA SISTEM TRANSPORTASI PINTAR
2021
4 REAL-TIME BACKGROUND MODELING METHOD
2015 I476703
1 International Journal Recognition and Appreciation
02-03-2021 IEEE Indonesia • Jakarta (virtual) • Indonesia
2 ICCSCI \' 2020 - Best Presenter Award
20-11-2020 The 5th International Conference on Computer Science and Computational Intelligence (ICCSCI), Binus • Bali, Indonesia (Virtual) • Indonesia
3 Outstanding Paper Award
21-12-2018 ICS-2018 (International Computer Symposium) • Yunlin • Taiwan, Province Of China
4 Best Presenter Award
07-09-2018 ICCSCI (International Conference on Computer Science and Computational Intelligence) • Tangerang • Indonesia
5 The Best Ph.D. Dissertation Award
01-01-2018 IICM (Institute of Information & Computing Machinery) • Taipei • Taiwan, Province Of China
6 Second Prize - Winners of 2014 Intel Cup Embedded System Design Invitational Contest
01-01-2014 Intel China • Shanghai • Taiwan, Province Of China
7 IEEE MMSP | Multimedia and Signal Processing 2014 - Travel Grants
01-01-2014 Ministry of Science and Technology (MOST), Taiwan • Taipei • Taiwan, Province Of China
8 Outstanding Poster Award
01-01-2014 Proc. 2014 IEEE Global Conference on Consumer Electronics • Tokyo • Japan
9 Excellent achievement in the System Application Category
01-01-2013 Ministry of Education (Taiwan), The 2013 Intelligent Electronics System Design Contest Award • Taipei • Taiwan, Province Of China
10 Silver Award - Intelligent Systems Design Student Contest 2013
01-01-2013 Intel Taiwan • Taipei • Taiwan, Province Of China
11 Lulusan Terbaik Teknik Informatika
01-09-2007 STT-PLN (Sekolah Tinggi Teknik-PLN) • Jakarta • Indonesia
1 Guest Lecturer - Research in Digital Image Processing
16-05-2022 Yuan-Ze University, Chungli, Taiwan • Webinar
2 Webinar “Mengenal Teknologi Artificial Intelligence”
15-04-2021 Universitas Nusa Mandiri, Jakarta, Indonesia • Virtual
3 Manufacturing Series-Tech Talk (The 31st International Manufacturing, Machinery, Equipment, Materials and Services Exhibition)
03-12-2020 Pamerindo Indonesia • JAKARTA INTERNATIONAL EXPO, INDONESIA
4 Innovation Talks - Efficient Vehicle Classification through Deep Learning for Smart Surveillance System
27-06-2019 MNC Innovation Center • Gedung MNC Tower Lt. 2 Jalan Kebon Sirih Raya No. 17-19, Kebon Sirih, Jakarta
5 Guest Lectures - A unified smart surveillance system incorporating adaptive foreground extraction and deep learning-based classification
03-01-2019 BINUS Doctoral Computer Science Degree • Bina Nusantara University Anggrek, Jakarta Barat
6 Guest Talk - Smart city in Indonesia : Challenges and Opportunities
22-12-2018 Yuan-Ze University • Chungli, Taiwan
7 Guest Lectures - Digital and Signal Processing
15-11-2018 Mechatronic Department • Swiss German University, Jakarta
Academic Overview
145
Total
Journal48
Proceeding74
Book1
Patent4
Award11
Workshop7
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