Prof. Dr. Khairul Munadi, S.T., M.Eng.
Prof. Dr. Khairul Munadi, S.T., M.Eng.
Fakultas Teknik
Pengolahan Sinyal Multimedia
khairul.munadi@usk.ac.id
fsd.unsyiah.ac.id/kmunadi/
tdmrc.unsyiah.ac.id
idScopus idThomson idScholar idGaruda
Professional Summary

Khairul Munadi received the B.E. degree from Sepuluh Nopember Institute of Technology, Surabaya, Indonesia, in 1996, and the M.Eng., and Ph.D. degrees from Tokyo Metropolitan University (TMU), Japan, in 2004 and 2007 respectively, all in electrical engineering. From 1996 to 1999, he was with Alcatel Indonesia as a system engineer. Since 1999, he joined Syiah Kuala University, Banda Aceh, Indonesia, as a lecturer at the Electrical Engineering Department. He has been a member of Tsunami and Disaster Mitigation Research Center (TDMRC) of Syiah Kuala University since 2008, and he is currently appointed as the Head of TDMRC. He also lectrures at Graduate Program in Disaster Science and Graduate Program in Electrical Engineering of Syiah Kuala University. He is a member of IEEE and APSIPA. His research interests include signal, image & multimedia information processing, application of ICT for disaster risk reduction (DRR), and knowledge management for DRR.

Educational Background
2003 – 2007
S3
Tokyo Metropolitan University
Teknik Elektro
2001 – 2004
S2
Tokyo Metropolitan University
Teknik Elektro
2000 – 1996
S1
Institut Teknologi Sepuluh November
Teknik Elektro
1 CNN-Based Obesity Detection Framework Using Typical Regions of Body Thermograms and Soft-Vote Fusion Algorithm
2025 Q1 · Journal Applied Computational Intelligence and Soft Computing
2 IMPACT OF USING VARIOUS X-RAY DATASET IN DETECTING TUBERCULOSIS BASED ON DEEP LEARNING
2025 Q2 · Journal Radioelectronic and Computer Systems
3 CERAI TALAK KARENA ISTRI MENOLAK TINGGAL DI RUMAH SUAMI (ANALISIS PUTUSAN NO 5311/Pdt.G/2024/PA.Jr PRESPEKTIF MAQASID SYARI'AH)
2025 No-Q · Journal KNOWLEDGE: Jurnal Inovasi Hasil Penelitian dan Pengembangan
4 Towards accurate Diabetic Foot Ulcer image classification: Leveraging CNN pre-trained features and extreme learning machine
2024 Q1 · Journal Smart Health
5 Lightweight convolutional neural network (CNN) model for obesity early detection using thermal images
2024 Q2 · Journal Digital Health
6 Self-Supervised Bi-Pipeline Learning Approach for High Interpretation of Breast Thermal Images
2024 Q1 · Journal IEEE Access
7 Knowledge management strategy for managing disaster and the COVID-19 pandemic in Indonesia: SWOT analysis based on the analytic network process
2023 Q1 · Journal International Journal of Disaster Risk Reduction
8 A study protocol for investigating the effects of mobile phone-originated electromagnetic waves on thyroid gland and thyroid hormone activities in the brain
2023 Q1 · Journal F1000research
9 Effects of mobile phone electromagnetic radiation on thyroid glands and hormones in Rattus norvegicus brain: An analysis of thyroid function, reactive oxygen species, and monocarboxylate transporter 8
2023 Q3 · Journal Journal of Advanced Pharmaceutical Technology and Research
10 Implementasi Haar-Like Feature Dan SVM Untuk Pengenalan Wajah Dari Citra Thermal
2023 No-Q · Journal Syntax Literate
11 Validating knowledge creation factors for community resilience to disaster using structural equation modelling
2022 Q1 · Journal International Journal of Disaster Risk Reduction
12 BreaCNet: A high-accuracy breast thermogram classifier based on mobile convolutional neural network
2022 Q1 · Journal Mathematical Biosciences and Engineering
13 Thermography for Emotion Recognition Using Deep Learning in Academic Settings: A Review
2022 Q1 · Journal IEEE Access
14 A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images
2022 Q1 · Journal Applied Sciences Switzerland
15 On Reducing ShuffleNetsâ Block for Mobile-based Breast Cancer Detection Using Thermogram: Performance Evaluation
2022 Q3 · Journal Indonesian Journal of Electrical Engineering and Informatics
16 Fifteen years of the 2004 Indian Ocean Tsunami in Aceh-Indonesia: Mitigation, preparedness and challenges for a long-term disaster recovery process
2021 Q1 · Journal International Journal of Disaster Risk Reduction
17 Knowledge creation for community resilience (Kccr): A conceptual model
2021 Q3 · Journal Journal of Disaster Research
18 Knowledge creation elements for enhancing community resilience towards disaster: A Delphi study
2021 Q2 · Journal Jamba Journal of Disaster Risk Studies
19 Homomorphic filtering and phase-based matching for cross-spectral cross-distance face recognition
2021 Q1 · Journal Sensors
20 Dcnet: Noise-robust convolutional neural networks for degradation classification on ancient documents
2021 Q2 · Journal Journal of Imaging
21 The Existence of Radio Republik Indonesia Banda Aceh in Educating Disaster Risk Reduction Efforts
2021 No-Q · Journal Jurnal The Messenger 13 (2), 147-161, 2021
22 Knowledge management practices in disaster management: Systematic review
2020 Q1 · Journal International Journal of Disaster Risk Reduction
23 City resilience towards coastal hazards: An integrated bottom-up and top-down assessment
2020 Q1 · Journal Water Switzerland
24 Cross-spectral iris recognition using phase-based matching and homomorphic filtering
2020 Q1 · Journal Heliyon
25 Recognizing Indonesian acronym and expansion pairs with supervised learning and mapreduce
2020 Q2 · Journal Information Switzerland
26 A Review on Recent Progress in Thermal Imaging and Deep Learning Approaches for Breast Cancer Detection
2020 Q1 · Journal IEEE Access
27 Image Enhancement for Tuberculosis Detection Using Deep Learning
2020 Q1 · Journal IEEE Access
28 Kombinasi Metode Nilai Ambang Lokal dan Global untuk Restorasi Dokumen Jawi Kuno
2020 No-Q · Journal J. Teknol. Inf. Dan Ilmu Komput 7, 163-170, 2020
29 KLASIFIKASI KANKER PAYUDARA MENGGUNAKAN TEKNIK SUPPORT VECTOR MACHINE (SVM) PADA CITRA TERMOGRAFI
2020 No-Q · Journal Jurnal Komputer, Informasi Teknologi, Dan Elektro 5 (2), 11-13, 2020
30 PENGOLAHAN CITRA TERMAL UNTUK IDENTIFIKASI REGION OF INTEREST (ROI) DAN DETEKSI KESEGARAN IKAN NILA (OREOCHROMIS NILOTICUS)
2020 No-Q · Journal JURNAL KOMPUTER, INFORMASI TEKNOLOGI, DAN ELEKTRO Учредители: LPPM Unsyiah 5 (3), 2020
31 Mediating Effect Of Community Leadership On Community Resilience And Community Response At Banda Aceh Province
2020 No-Q · Journal Solid State Technology 63 (6), 7594-7607, 2020
32 Assessment of post-tsunami disaster land use/land cover change and potential impact of future sea-level rise to low-lying coastal areas: A case study of Banda Aceh coast of Indonesia
2019 Q1 · Journal International Journal of Disaster Risk Reduction
33 Improvement of binarization performance using local otsu thresholding
2019 Q2 · Journal International Journal of Electrical and Computer Engineering
34 Moment invariant-based features for Jawi character recognition
2019 Q2 · Journal International Journal of Electrical and Computer Engineering
35 Effective and fast binarization method for combined degradation on ancient documents
2019 Q2 · Journal Heliyon
36 Advances in Cross-Spectral Iris Recognition Using Integrated Gradientface-Based Normalization
2019 Q1 · Journal IEEE Access
37 Karakterisasi Kematangan Buah Kopi Berdasarkan Warna Kulit Kopi Menggunakan Histogram dan Momen Warna
2019 No-Q · Journal Jurnal Nasional Teknik Elektro, 42-50, 2019
38 Identifikasi Tingkat Kematangan Kelapa Sawit Berbasis Pencitraan Termal
2019 No-Q · Journal Jurnal Rekayasa Elektrika 15 (1), 482347, 2019
39 Aplikasi Histogram Discrete Cosine Transform (DCT) Untuk Sistem Temu Kembali Citra Termal Berbasis Konten
2019 No-Q · Journal Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) 2 (1), 38-42, 2019
40 Rekayasa Elektrika
2019 No-Q · Journal
41 Enhancing community resilience towards disaster: The contributing factors of school-community collaborative network in the tsunami affected area in Aceh
2018 Q1 · Journal International Journal of Disaster Risk Reduction
42 The analysis of the development of the Smong story on the 1907 and 2004 Indian Ocean tsunamis in strengthening the Simeulue island community's resilience
2018 Q1 · Journal International Journal of Disaster Risk Reduction
43 Features for cross spectral image matching: A survey
2018 Q3 · Journal Bulletin of Electrical Engineering and Informatics
44 Classification of hadith levels using data and text mining techniques
2018 No-Q · Journal Eurasian Journal of Analytical Chemistry
45 Tweet Clustering in Indonesian Language Twitter Social Media using Naive Bayes Classifier Method
2018 No-Q · Journal Eurasian Journal of Analytical Chemistry
46 Pengukuran Badan Ikan Berupa Estimasi Panjang, Lebar, dan Tinggi Berdasarkan Visual Capture
2018 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi 7 (1), 57-63, 2018
47 Changes in coastal land use and the reasons for selecting places to live in Banda Aceh 10 years after the 2004 Indian Ocean tsunami
2017 Q1 · Journal Natural Hazards
48 Binarization of ancient document images based on multipeak histogram assumption
2017 Q3 · Journal Telkomnika Telecommunication Computing Electronics and Control
49 Studi Kuantisasi Bin Terhadap Metode Local Binary Pattern dan Local Binary Pattern Variance pada Deteksi Citra Asap
2017 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 2 (3), 2017
50 PERANCANGAN INSTRUMEN PENILAIAN KESIAPSIAGAAN PUSKESMAS DALAM PENANGGULANGAN BENCANA
2017 No-Q · Journal Jurnal Ilmu Kebencanaan: Program Pascasarjana Unsyiah 4 (1), 2017
51 PENGUATAN PERAN POSYANDU DALAM MENINGKATKAN KETAHANAN MASYARAKAT TERHADAP BENCANA TSUNAMI DI WILAYAH PESISIR KOTA BANDA ACEH MENGGUNAKAN PENDEKATAN KNOWLEDGE MANAGEMENT
2017 No-Q · Journal Jurnal Ilmu Kebencanaan (JIKA) ISSN 2355, 3324, 2017
52 Temu Kembali Citra Busana Muslimah Berdasarkan Bentuk Menggunakan Curvature Scale Space (CSS)
2017 No-Q · Journal Jurnal Nasional Teknik Elektro dan Teknologi Informasi 6 (1), 74-83, 2017
53 Estimasi Panjang dan Lebar Ikan Berdasarkan Visual Capture
2017 No-Q · Journal Semin. Nas. dan Expo Tek. Elektro, 97-101, 2017
54 Improved model of the selection with soft and hard combining decoding strategies for multi-user multi-relay cooperative networks
2016 Q3 · Journal International Journal of Electrical and Computer Engineering
55 Interactive internet-based disaster risk information system for tsunami-hit Aceh province of Indonesia
2016 Q4 · Journal Journal of Information and Communication Technology
56 KAJIAN KAPASITAS PENGETAHUAN KEBENCANAAN PADA TIM DISASTER RUMAH SAKIT UMUM DAERAH dr. ZAINOEL ABIDIN MENGGUNAKAN PENDEKATAN BERBASIS MANAJEMEN PENGETAHUAN (KNOWLEDGE MANAGEMENT)
2016 No-Q · Journal Jurnal Kedokteran Syiah Kuala 16 (3), 135-145, 2016
57 Penerapan Deskriptor Warna Dominan untuk Temu Kembali Citra Busana pada Peranti Bergerak
2016 No-Q · Journal Jurnal Rekayasa Elektrika 12 (3), 104-110, 2016
58 Metode Recovery Data Berbasis Informasi Mutual antar Frame untuk Video Motion JPEG2000
2016 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 1 (2), 2016
59 Analisis Performansi VoIP mengunakan Session Initiation Protocol (SIP) dengan Codec G.711, G.729A Dan G.723 pada IP Multimedia Subsystem
2016 No-Q · Journal Jurnal Komputer, Informasi Teknologi, dan Elektro 1 (1), 2016
60 A conceptual model of a school-community collaborative network in enhancing coastal community resilience in Banda Aceh, Indonesia
2015 Q2 · Journal International Journal of Disaster Risk Reduction
61 A secure online image trading system for untrusted cloud environments
2015 Q2 · Journal Springerplus
62 Identification of most suitable binarisation methods for acehnese ancient manuscripts restoration software user guide
2015 Q4 · Journal Jurnal Teknologi
63 Performance comparison of denoising methods for historical documents
2015 Q4 · Journal Jurnal Teknologi
64 Penggunaan Gray Level Co-Occurance Matrix Dari Koefisien Aproksimasi Wavelet untuk Deteksi Cacat Tekstil
2015 No-Q · Journal Jurnal Buana Informatika 6 (2), 2015
65 Prediksi Zona Tangkapan Ikan Menggunakan Citra Klorofil-a Dan Citra Suhu Permukaan Laut Satelit Aqua MODIS Di Perairan Pulo Aceh
2015 No-Q · Journal Jurnal Rekayasa Elektrika 11 (5), 176-182, 2015
66 Comparison of Several Fusion Rule Based on Wavelet in The Landsat ETM Image
2015 No-Q · Journal Scientific Journal of PPI-UKM 2 (3), 133-139, 2015
67 Metode Keamanan pada Citra JPEG-Ikhtisar
2015 No-Q · Journal Semin. Nas. dan Expo Tek. Elektro, 38-44, 2015
68 Penggunaan Histogram dari Koefisien Aproksimasi Wavelet untuk Deteksi Cacat Tekstil
2014 No-Q · Journal Jurnal Nasional Teknik Elektro 3 (1), 72-79, 2014
69 Ordinal Measure of Discrete Cosine Transform Coefficients and its Application to Fingerprint Matching
2013 No-Q · Journal International Jounal of Electrical and Computer Engineering 3, 823-830, 2013
70 Klasifikasi gambar berwarna menggunakan k-nearest neghbor dan support vector machine
2013 No-Q · Journal SNASTIKOM, Banda Aceh, 1-5, 2013
71 Klasifikasi Gambar Berwarna Menggunakan Metode K-NN dan support Vector Machine
2013 No-Q · Journal Banda Aceh, 2013
72 Sistem Monitoring Dan Notifikasi Cepat Wabah Penyakit (EPIDEMI) Berbasis WEBGIS Untuk Kota Banda Aceh
2012 No-Q · Journal Jurnal Online Elektro 1 (1), 2012
73 A web-based geographic information system for aceh natural hazards
2011 No-Q · Journal Telkomnika
74 Analisa Statistik Pengunjung Situs Resmi Universitas Syiah Kuala (www.unsyiah.ac.id)
2010 No-Q · Journal Jurnal Rekayasa Elektrika 9 (2), 49-54, 2010
75 Design and Implementation of Earthquake and Tsunami Early Warning Dissemination System for Aceh Province
2010 No-Q · Journal TDMRC Unsyiah, 2010
76 Design of Disaster Risk Management Information System (DRMIS) in Aceh Province
2010 No-Q · Journal TDMRC Unsyiah, 2010
77 Aceh Tsunami Digital Repository: Sustainable Information in the Development after Rehabilitation-Reconstruction of Aceh.
2010 No-Q · Journal TDMRC Unsyiah, 2010
78 The Implementation Concept of Integrated Knowledge Management: Management of Data, Information, and Knowledge for Disaster Risk Reduction (DRR)
2010 No-Q · Journal TDMRC Unsyiah, 2010
79 Satellite Imagery and In-situ Data Overlay Approach for Fishery Zonation
2010 No-Q · Journal TELKOMNIKA Indonesian Journal of Electrical Engineering 8 (3), 217-224, 2010
80 Knowledge Management in Disaster Risk Reduction: An Implementation Framework
2010 No-Q · Journal TDMRC Unsyiah, 2010
81 Utilization of SeaWIFS Remote Sensing Data for Identifying Fish Capture Area in Aceh Sea Waters
2010 No-Q · Journal TDMRC Unsyiah, 2010
82 Design and Implementation of Aceh Tsunami Digital Repository
2009 No-Q · Journal AIWEST, 2009
83 Disaster Perception and Behavior of Tsunami Affected People in Banda Aceh
2009 No-Q · Journal
84 Disaster Perception and Behavior of Tsunami Affected People in Banda Aceh for Disaster Prevention Trough Transferring Disaster Experience
2009 No-Q · Journal
85 No-reference PSNR estimation for quality monitoring of motion JPEG2000 video over lossy packet networks
2008 Q1 · Journal IEEE Transactions on Multimedia
86 Codeblock-based error concealment for JPEG2000 coded image transmission over RTP
2007 Q3 · Journal IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences
87 QOS ESTIMATION BASED ON PSNR FOR MOTION JPEG2000 VIDEO IN LOSSY PACKET NETWORKS
2007 No-Q · Journal 電子情報通信学会技術研究報告. IE, 画像工学 106 (448), 231-236, 2007
88 A study on quality improvement of image and video transmission systems compatible with JPEG2000 over unreliable channels
2007 No-Q · Journal 東京都立大学, 2007
89 Packet level pre-FEC interleaving for robust JPEG2000 video streaming with low receiver processing delay
2006 No-Q · Journal ECTI Trans. Electrical Eng., Electronics, and Comm 4 (2), 134-144, 2006
90 RTP: Audio and Video for the Internet RTP: Audio and Video for the Internet, 2003
2006 No-Q · Journal 電子情報通信学会技術研究報告. EA, 応用音響 106 (65), 19-24, 2006
91 Codeblock-Based Error Concealment for JPEG 2000 Coded Image Transmission over Lossy Packet Networks
2006 No-Q · Journal 電子情報通信学会技術研究報告. SIP, 信号処理 106 (67), 19-24, 2006
92 Low delay pre-FEC interleaving scheme for robust JPEG2000 video streaming in packet loss environment
2006 No-Q · Journal 電子情報通信学会技術研究報告. IE, 画像工学 105 (500), 155-160, 2006
93 An Embedded Error Protection Scheme for JPEG2000 Compressed Images and Its Assessment over CDMA Environment
2003 No-Q · Journal Technical Report of IEICE 103 (54), 57-62, 2003
94 ERC/EBU Report on Planning and Introduction of Terrestrial Digital Television (DVB-T) in Europe ERC/EBU Report on Planning and Introduction of Terrestrial Digital Television ...
2003 No-Q · Journal IEICE transactions on fundamentals of electronics, communications and ...
95 Evaluation of JPEG2000 Error Resilience Over OFDM Channel
2002 No-Q · Journal ITE Technical Report 26.60, 37-42, 2002
96 Studi Tentang Aplikasi Teknik Multipleks CDMA Dalam Sistem Komunikasi Serat Optik
1996 No-Q · Journal Institut Teknologi Sepuluh Nopember, 1996
97 General Co-Chair
- No-Q · Journal
98 Peningkatan Kinerja Sistem Identifikasi Iris Berbasis Korelasi Fasa dengan Pemilihan Daerah Iris Bebas Noise
- No-Q · Journal
99 Pengukuran Kinerja Metode Histogram Ekualisasi untuk Binerisasi Citra Dokumen Sintetis Secara Objektif dan Subjektif
- No-Q · Journal
100 ECTI Transaction on Electrical Engineering, Electronics and Communications, Vol 4, No 2 (2006)
- No-Q · Journal
101 IEEE CYBERNETICSCOM 2019
- No-Q · Journal
102 Efficient Transmission Scheme over Lossy Packet Network for JPEG2000 Images Enabling Backward Compatibility with Standard Decoder
- No-Q · Journal
103 145 Friendly Active Network System (FANS) for Heterogeneous Bandwidth Environment in a European-Asian Virtual Organizations Kalamullah Ramli, Stefan Werner, Axel Hunger, Jacek ...
- No-Q · Journal
104 Taufik., dan Munadi, Khairul. 2013
- No-Q · Journal Klasifikasi Gambar Berwarna Menggunakan K-Nearest Neighbor dan Support ...
105 PIXEL-BASED MULTISENSOR IMAGE FUSION: COMPARING SPECTRAL AND SPATIAL QUALITY OF THE RESULTING IMAGES
- No-Q · Journal
1 Real Time Chest X-Ray Interpretation Applying Vision Transformer for Tuberculosis Detection
2024 No-Q · Conference Proceedin Proceedings of the International Conference on Computer Engineering Network and Intelligent Multimed
2 A Mobile Application for Obesity Early Diagnosis Using CNN-based Thermogram Classification
2023 No-Q · Conference Proceedin 5th International Conference on Artificial Intelligence in Information and Communication Icaiic 2023
3 An Improved Thermogram Dataset for Obesity Detection Research
2023 No-Q · Conference Proceedin Iwaiip 2023 Conference Proceeding International Workshop on Artificial Intelligence and Image Proces
4 Assessing knowledge creation process: A case of the National Disaster Management Agency of Gambia
2022 Q3 · Conference Proceedin E3S Web of Conferences 340, 03008, 2022
5 A conceptual framework of deploying a trained CNN model for mobile breast self-screening
2021 No-Q · Conference Proceedin 2021 18th International Conference on Electrical Engineering/Electronics ..., 2021
6 The performances of pre-trained convolutional neural networks in clothing sketch classification
2021 No-Q · Conference Proceedin 2021 18th International Conference on Electrical Engineering/Electronics â¦, 2021
7 Effective Loss Function for Unbalanced Breast Thermal Image Segmentation
2021 No-Q · Conference Proceedin 2021 International Conference on Computer System, Information Technology â¦, 2021
8 A Study of Parameters Required for a Thermogram Dataset in Obesity Detection: A Systematic Review
2021 No-Q · Conference Proceedin 2021 International Conference on Computer System, Information Technology â¦, 2021
9 Degradation Classification on Ancient Document Image Based on Deep Neural Networks
2020 No-Q · Conference Proceedin 2020 3rd international conference on information and communications â¦, 2020
10 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 â¦, 2020
11 The Gambia Government Social Networking Coordination-Preparedness and Response to COVID-19
2020 No-Q · Conference Proceedings Proceedings of AICS-Social Sciences 10, 1-9, 2020
12 Conceptual Design of Mobile Application for Post-disaster Rapid Assessment of Damaged Houses
2019 Q4 · Conference Proceedin 11TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY
13 Communicating Risk in Enhancing Disaster Preparedness: A Pragmatic Example of Disaster Risk Communication Approach from the Case of Smong Story
2019 Q4 · Conference Proceedin 11TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY
14 Media Engagement in Communicating Disaster Risk after the 2004 Indian Ocean Tsunami: A Perspective from Aceh
2019 Q4 · Conference Proceedin 11TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY
15 Disaster Risk Communication Issues and Challenges: Lessons Learned from the Disaster Management Agency of Banda Aceh City
2019 Q4 · Conference Proceedin 11TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY
16 Cross-spectral face matching based on phase correlation
2019 No-Q · Conference Proceedin 2019 IEEE International Conference on Cybernetics and Computational ..., 2019
17 A study of fine-tuning CNN models based on thermal imaging for breast cancer classification
2019 No-Q · Conference Proceedin 2019 IEEE international conference on cybernetics and computational â¦, 2019
18 HOG of region of interest for improving clothing retrieval performance
2019 No-Q · Conference Proceedin 2019 IEEE International Conference on Cybernetics and Computational ..., 2019
19 Improved Cross-Spectral Iris Matching Using Multi-Scale Weberface and Gabor Local Binary Pattern
2018 No-Q · Conference Proceedin PROCEEDINGS OF THE 2018 10TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI)
20 Skin segmentation based on improved thresholding method
2018 No-Q · Conference Proceedin 2018 1ST INTERNATIONAL ECTI NORTHERN SECTION CONFERENCE ON ELECTRICAL, ELECTRONICS, COMPUTER AND TELECOMMUNICATIONS ENGINEERING (ECTI-NCON
21 Histogram statistics and GLCM features of breast thermograms for early cancer detection
2018 No-Q · Conference Proceedin 2018 1ST INTERNATIONAL ECTI NORTHERN SECTION CONFERENCE ON ELECTRICAL, ELECTRONICS, COMPUTER AND TELECOMMUNICATIONS ENGINEERING (ECTI-NCON
22 Estimating fish weight based on visual captured
2018 No-Q · Conference Proceedin 2018 International Conference on Information and Communications Technology ..., 2018
23 Improved Cross Spectral Iris Matching Using Gradientface Based Normalization
2018 No-Q · Conference Proceedin 2018 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
24 Assessment of post-tsunami disaster recovery of Banda Aceh city of Indonesia as window of opportunities for sustainable development
2017 Q4 · Conference Proceedin 10TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY (AIWEST-DR 2016)
25 Disaster risk reduction policies and regulations in Aceh after the 2004 Indian Ocean Tsunami
2017 Q4 · Conference Proceedin 10TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY (AIWEST-DR 2016)
26 Improved Thresholding Method for Enhancing Jawi Binarization Performance
2017 No-Q · Conference Proceedin 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1
27 A new approach for Jawi sub-word segmentation using histogram projection
2017 Q4 · Conference Proceedin PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON)
28 Indigenous knowledge management to enhance community resilience to tsunami risk: Lessons learned from Smong traditions in Simeulue island, Indonesia
2017 Q4 · Conference Proceedin 10TH ACEH INTERNATIONAL WORKSHOP AND EXPO ON SUSTAINABLE TSUNAMI DISASTER RECOVERY (AIWEST-DR 2016)
29 Retrieval performance of color descriptors derived from DC components of protected JPEG images
2017 No-Q · Conference Proceedin 2016 ASIA PACIFIC CONFERENCE ON MULTIMEDIA AND BROADCASTING (APMEDIACAST)
30 DHJ: A database of handwritten Jawi for recognition research
2017 No-Q · Conference Proceedin 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
31 Perbandingan Metode Penekanan Noise Lokal dan Non-Lokal untuk Binerisasi Dokumen Jawi Kuno
2017 No-Q · Conference Proceedings Seminar Nasional dan Expo Teknik Elektro (SNETE) 2017 1 (1), 107-112, 2017
32 A database of printed Jawi character image
2016 No-Q · Conference Proceedin 2015 THIRD INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP)
33 Online Feature Extraction Technique for Optical Character Recognition System
2016 No-Q · Conference Proceedings International Conference on Engineering and Science for Research Development â¦, 2016
34 Real time textile defect detection using GLCM in DCT-based compressed images
2015 No-Q · Conference Proceedin 2015 6TH INTERNATIONAL CONFERENCE ON MODELING, SIMULATION, AND APPLIED OPTIMIZATION (ICMSAO)
35 A content-based image retrieval system for visually protected image databases
2015 No-Q · Conference Proceedin 2015 ASIA PACIFIC CONFERENCE ON MULTIMEDIA AND BROADCASTING
36 Noise characterization in ancient document images based on DCT coefficient distribution
2015 No-Q · Conference Proceedin 2015 13TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR)
37 The Performance of Low Complexity Network Decoding Strategies for Multi-Source and Multi-Relay Cooperative Network
2015 No-Q · Conference Proceedings IPTEK Journal of Proceedings Series 1 (1), 2015
38 Improvement of binarization performance by applying DCT as pre-processing procedure
2014 No-Q · Conference Proceedin 2014 6TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING (ISCCSP)
39 Effectiveness of Dissemination and Communication Element of Tsunami Early Warning System in Aceh
2014 Web of Science 4TH INTERNATIONAL CONFERENCE ON BUILDING RESILIENCE, INCORPORATING THE 3RD ANNUAL CONFERENCE OF THE ANDROID DISASTER RESILIENCE NETWORK
40 Improved Iris matching technique using reduced sized of ordinal measure of DCT coefficients
2013 No-Q · Conference Proceedin 2013 IEEE 17TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE)
41 Secure online image trading scheme using DCT coefficients and moment invariants feature
2013 No-Q · Conference Proceedin 2013 IEEE 17TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE)
42 Agent-based tsunami evacuation simulation for disaster education
2013 No-Q · Conference Proceedin 2013 INTERNATIONAL CONFERENCE ON ICT FOR SMART SOCIETY (ICISS)
43 Meuruno: An SMS-based learning system that nudge students to review previously taught materials
2013 No-Q · Conference Proceedin Proceedings of 2013 IEEE International Conference on Teaching, Assessment â¦, 2013
44 Iris recognition method based on ordinal measure of discrete cosine transform coefficients
2012 No-Q · Conference Proceedin 2012 IEEE Symposium on Computers & Informatics (ISCI), 203-207, 2012
45 Multiagent Based Tsunami Evacuation Simulation: A Conceptual Model
2012 No-Q · Conference Proceedings Proceedings of The Annual International Conference, Syiah Kuala University â¦, 2012
46 Ordinal Measure of Discrete Cosine Transform Blocks for Iris Identification
2012 No-Q · Conference Proceedings 2nd Syiah Kuala University Annual International Conference 2012, 2012
47 Aplikasi Pelaporan Kejadian Bencana Secara Online di Wilayah Aceh Berbasis SMS GATEWAY
2012 No-Q · Conference Proceedings Seminar Nasional Mitigasi dan Ketahanan Bencana 26 Juli 2011, UNISSULA Semarang, 2012
48 ACEH TSUNAMI DIGITAL REPOSITORY PENGEMBANGAN DAN KEBERLANJUTAN INFORMASI PASCA REHABILITASI-REKONSTRUKSI ACEH
2011 No-Q · Conference Proceedings Seminar Nasional Informatika (SEMNASIF) 1 (5), 2015
49 PENGEMBANGAN SISTEM INFORMASI KEJADIAN BENCANA BERBASIS WEB DI ACEH (CONTOH: DATA DAN INFORMASI BENCANA ACEH)
2011 No-Q · Conference Proceedings Seminar Nasional Informatika (SEMNASIF) 1 (5), 2015
50 KNOWLEDGE MANAGEMENT UNTUK PENGURANGAN RISIKO BENCANA (Konsep dan Implementasi pada Pusat Riset Tsunami dan Mitigasi Bencana- Unsyiah)
2011 No-Q · Conference Proceedings Seminar Nasional Informatika (SEMNASIF) 1 (5), 2015
51 SISTEM INFORMASI MULTI ANCAMAN BENCANA ALAM DI ACEH
2011 No-Q · Conference Proceedings Seminar Nasional Informatika 2011, 2011
52 ConTenT Based Image Copy DeTecTion Based On Sign of WaveleT CoefficienTs
2011 No-Q · Conference Proceedings International Workshop on Advanced Image Technology 2011, 2011
53 Metode restorasi citra manuskrip kuno berbasis histogram terekualisasi
2010 No-Q · Conference Proceedings Seminar Nasional Teknologi Informasi, 2010
54 Efficient content-based copy detection using signs of DCT coefficient
2009 No-Q · Conference Proceedin 2009 IEEE Symposium on Industrial Electronics & Applications 1, 494-499, 2009
55 Codeblock-based concealment scheme for JPEG2000 images in lossy packet networks
2006 Q3 · Conference Proceedin 2006 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS
56 Low Delay Interleaved FEC for Robust JPEG2000 Video Streaming
2005 No-Q · Conference Proceedings ITC-CSCC: International Technical Conference on Circuits Systems, Computers ..., 2005
57 Packet loss recovery for RTF-based transmission of JPEG2000 images enabling backward compatibility with standard decoder
2004 Q3 · Conference Proceedin 2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS
58 Efficient packet loss protection for JPEG2000 images enabling backward compatibility with a standard decoder
2004 No-Q · Conference Proceedin ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5
59 Packet analyzer for JPEG2000 codestreams and its VHDL model
2004 Q3 · Conference Proceedin The 2004 IEEE Asia-Pacific Conference on Circuits and Systems, 2004 ..., 2004
60 A packetization strategy for transmission of JPEG2000 images over lossy packet networks
2004 No-Q · Conference Proceedings Proc. Indonesia-Japan Joint Scientific Symposium 2004 (IJJSS'04), Chiba ..., 2004
61 Efficient Scheme of Packet Loss Recovery for JPEG2000 Images Allowing Backward Compatibility with a Standard Decoder
2004 No-Q · Conference Proceedings ITC-CSCC: International Technical Conference on Circuits Systems, Computers ..., 2004
62 Error protection for JPEG2000 encoded images and its evaluation over OFDM channel
2003 Q2 · Conference Proceedin IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
63 Study on the Spectral Quality Preservation Derived from Multisensor Image Fusion Techniques between JERS-1 SAR and Landsat TM Data
2003 Q3 · Conference Proceedin IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS
64 Error correction using data hiding technique for JPEG2000 images
2003 No-Q · Conference Proceedin 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS
65 A robust error protection technique for JPEG2000 codestream and its evaluation in CDMA environment
2003 No-Q · Conference Proceedin APCC 2003: 9TH ASIA-PACIFIC CONFERENCE ON COMMUNICATION, VOLS 1-3, PROCEEDINGS
66 Improving Invisibility in DCT Domain Watermarking System Using Wavelet Based Image Fusion
2003 No-Q · Conference Proceedings Proc. of lECI Japan Workshop, 2003
67 Error concealment using layer structure for JPEG2000 images
2002 Q3 · Conference Proceedin APCCAS 2002: ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS, VOL 1, PROCEEDINGS
68 Error concealment using a digital watermarking technique for interframe video coding
2002 No-Q · Conference Proceedings Proceedings of the IEEK Conference, 599-602, 2002
1 Pengantar Teknik Pengolahan Citra dan Visi Komputer
2018 Terbit Fitri Arnia, Khairul Munadi • Penerbit Ombak • 9786022584933
1 SISTEM PADA APLIKASI PIRANTI BERGERAK BERBASIS INTERNET UNTUK MEMFASILITASI PEMETAAN DAN PENILAIAN KERUSAKANBANGUNAN RUMAH PASCA BENCANA
2018 2018/04638
2 SISTEM PENYIMPANAN CITRA YANG AMAN UNTUK PENJUALAN MELALUI INTERNET
2014 2014/02254
1 Mevlana Exchange (Academic Staff Mobility) Programme
02-05-2016 Suleyman Demirel University • Isparta • Turkey
2 IOTWS Fellowship
11-10-2008 IOC/UNESCO • Deltares, Delft • Netherlands
1 EPICentre Encounters: Recent Advances and Perspectives in Multi-hazard Risk and Resilience
02-07-2019 University College London (UCL) • London, UK
2 IEEE Teacher In Service Program (TISP) Volunteer and Teacher Training Workshop
30-08-2018 IEEE Educational Activities in cooperation with IEEE Region 10 Educational Activities and IEEE Indonesia Section • Bali, Indonesia
3 IRDR-EPICentre Workshop on Global Challenges in Disaster Risk Reduction
25-06-2018 Institute for Risk & Disaster Reduction (IRDR), University College London (UCL) • London, UK
4 Regional Workshop on Accelerating Science and Technology to Foster the Implementation of the Sustainable Development Goals in Asia and the Pacific
07-06-2017 UNESCO Office Jakarta • Dili, Timor Leste.
5 JSPS Core to Core Program: Regional Platform for Disaster Risk Reduction in Asia with Networking Researchers, Practitioners and Information. International Workshop and Field Trip \"Toward Building Regional Platform for Disaster Risk Reduction in Asia\"
02-05-2017 JSPS, Kyoto University, Japan • Kuala Lumpur, Malaysia.
6 Workshop on Cooperation Modes of Indonesia South- South and Triangular Cooperation
08-09-2016 Biro Kerjasama Teknik Luar Negeri, Kemsetneg • Palembang, Indonesia
7 The 3rd Meeting of the Southeast Asia-China Education Research Network (SEA-CERN)
05-09-2016 SEAMEO Secretariat • Amari Watergate Hotel, Bangkok, Thailand.
8 Workshop on Enhancing Technical Cooperation among Member Countries through Reverse Linkage: Together We Overcome Our Challenges
16-05-2016 Islamic Development Bank (IsDB), Bappenas • Balai Sidang JCC, Jakarta, Indonesia
9 Wokrshop Penguatan Kelembagaan Pusat Unggulan Iptek (PUI)
15-10-2015 Direktorat Jenderal Kelembagaan Iptek dan Dikti, Kemenristekdikti • Royal Hotel, Bogor, Indonesia
10 2nd Consortium of Asia-Pacific Education Universities (CAPEU) Workshop on Disaster Awareness, Preparedness, and\n Management
01-10-2015 CAPEU dan Universitas Negeri Yogyakarta (UNY) • Yogyakarta, Indonesia
11 ”Art of Knowledge Capturing” Workshop and Training of Trainers
22-09-2014 Pusdiklat PB BNPB, World Bank Group • Gedung INA-DRTG, Bogor, Indonesia
12 Regional Workshop: “Lessons Learned and Knowledge Sharing on Developing Policies, Action Plans and Models using LINKS on Hydro- meteorological Hazards”
18-08-2014 UNESCO Office Jakarta, AIM Conference Center • Manila, Philippines.
13 Second High-Level Meeting on Country-led Knowledge Hubs (HLM2)
23-06-2014 World Bank Group, Islamic Development Bank (IsDB), Ministry of Strategic and Finance • Seoul, South Korea
14 Summative Meeting Penggalangan Dana Hibah Triple Helix
25-11-2013 USAID Higher Education Leadership and Management (HELM) • Hotel Ambhara, Jakarta, Indonesia
15 Lokakarya Penggalangan Hibah Triple Helix
16-09-2013 USAID Higher Education Leadership and Management (HELM) • Hotel Ambhara, Jakarta, Indonesia
16 Lokakarya Potensi Sektor Swasta: Penguatan Kapasitas Lembaga Penelitian dan Pengabdian Masyarakat
08-04-2013 USAID Higher Education Leadership and Management (HELM) • Hotel Sheraton Mustika, Yogyakarta, Indonesia
17 Result Based Management (RBM)
25-05-2011 Project Disaster Risk Reduction-Aceh (DRR-A)/UNDP • Banda Aceh, Indonesia
18 Strategic Institutional Development Plan
07-04-2009 Project Disaster Risk Reduction-Aceh (DRR-A)/UNDP • Hotel Angkasa, Medan.
Academic Overview
196
Total
Journal105
Proceeding68
Book1
Patent2
Award2
Workshop18
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