Journal article

Dineley A, Natalia F, Sudirman S. 2024. DATA AUGMENTATION FOR OCCLUSION-ROBUST TRAFFIC SIGN RECOGNITION USING DEEP LEARNING ICIC Express Letters, Part B: Applications, 15 :381-388 DOI Publisher Url Public Url

Kusuma SW, Natalia F, Ko CS, Sudirman S. 2024. DETECTION OF AI-GENERATED ANIME IMAGES USING DEEP LEARNING ICIC Express Letters, Part B: Applications, 15 :295-301 DOI

Irvine FRR, Natalia F, Sudirman S, Ko CS. 2023. Automated Physical Distancing Monitoring Using YOLOV3 ICIC Express Letters, Part B: Applications, 14 :869-876 DOI Publisher Url Public Url

Sujadi I, Natalia F, Ferdinand FV, Sudirman S, Ko CS. 2022. A Mobile-Based COVID-19 Decision Support System Using Dempster-Shafer Theory ICIC Express Letters, Part B: Applications, 13 :615-622 DOI Publisher Url Public Url

Sudirman S, Natalia F, Sophian A, Ashraf A. 2022. Pulsed Eddy Current signal processing using wavelet scattering and Gaussian process regression for fast and accurate ferromagnetic material thickness measurement Alexandria Engineering Journal, 61 :11239-11250 DOI Publisher Url Public Url

Natalia F, Young JC, Afriliana N, Meidia H, Yunus RE, Sudirman S. 2022. Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier PLoS One, 17 DOI Author Url Publisher Url Public Url

Thioanda F, Natalia F, Ferdinand FV, Sudirman S, Ko CS. 2021. Mobile Application for Asthma Prediction using Fuzzy-Certainty Factor Expert System ICIC Express Letters, Part B: Applications, 12 :389-346 DOI Publisher Url Public Url

Setiawan NB, Natalia F, Ferdinand FV, Sudirman S, Ko CS. 2021. Classification of Skin Diseases and Disorders using Convolutional Neural Network on a Mobile Application ICIC Express Letters, Part B: Applications, 12 :715-722 DOI Publisher Url Public Url

Song C, Gao T, Wang H, Sudirman S, Zhang W, Zhu H. 2021. The Classification and Segmentation of Fetal Anatomies Ultrasound Image: A Survey JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 11 :789-802 DOI Author Url Publisher Url

Natalia F, Meidia H, Afriliana N, Young JC, Yunus RE, Al-Jumaily M, Al-Kafri A, Sudirman S. 2020. Automated measurement of anteroposterior diameter and foraminal widths in MRI images for lumbar spinal stenosis diagnosis PLOS ONE, 15 :e0241309-e0241309 DOI Author Url Publisher Url Public Url

Ur Rahman H, Merabti M, Llewellyn-Jones D, Sudirman S, Ghani A. 2020. Structuring communities for sharing human digital memories in a social P2P network Peer-to-Peer Networking and Applications, 13 :1629-1642 DOI Author Url Publisher Url Public Url

Sahisnu JS, Natalia F, Ferdinand FV, Sudirman S, Ko C-S. 2020. Vaccine prediction system using ARIMA method ICIC Express Letters, Part B: Applications, 11 :567-575 DOI Publisher Url Public Url

Song C, Wang H, Zhang W, Sudirman S, Zhu H. 2020. A blockchain based Buyer-seller Watermark Protocol with Trustless Third party Recent Advances in Electrical and Electronic Engineering, DOI Publisher Url Public Url

Natalia F, Meidia H, Afriliana N, Young JC, Sudirman S. 2020. Contour evolution method for precise boundary delineation of medical images TELKOMNIKA (Telecommunication, Computing, Electronics and Control), 18 :1621-1632 DOI Publisher Url Public Url

Liu L, Xie C, Wang R, Yang P, Sudirman S, Zhang J, Liu W, Wang F. 2020. Deep Learning based Automatic Multi-Class Wild Pest Monitoring Approach using Hybrid Global and Local Activated Features with Stationary Trap Devices IEEE Transactions on Industrial Informatics, 17 :7589-7598 DOI Author Url Publisher Url Public Url

Song C, Gao T, Gong Y, Sudirman S, Wang H, Zhu H. 2020. Fully Automatic Ultrasound Fetal Heart Image Detection and Segmentation based on Texture Analysis Investigacion Clinica, 61 :600-608 Author Url Publisher Url Public Url

Ur Rahman H, Merabti M, Llewellyn-Jones D, Sudirman S, Ghani A. 2020. A community‐based social P2P network for sharing human life digital memories Transactions on Emerging Telecommunications Technologies, DOI Author Url Publisher Url Public Url

Djuyandi Y, Herdiansah AG, Yulita IN, Sudirman S. 2019. Using vote E-recapitulation as a means to anticipate public disorders in election security in Indonesia Humanities and Social Sciences Reviews, 7 :111-122 DOI Publisher Url Public Url

Young S, Natalia F, Sudirman S, Ko CS. 2019. Eyeglasses frame selection based on oval face shape using convolutional neural network ICIC Express Letters, Part B: Applications, 10 :707-715 DOI Publisher Url Public Url

Liu L, Wang R, Xie C, Yang P, Wang F, Sudirman S, Liu W. 2019. PestNet: An End-to-End Deep Learning Approach for Large-Scale Multi-Class Pest Detection and Classification IEEE Access, DOI Author Url Publisher Url Public Url

Al-Kafri AS, Sudirman S, Hussain A, Al-Jumeily D, Natalia F, Meidia H, Afriliana N, Al-Rashdan W, Bashtawi M, Al-Jumaily M. 2019. Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection through Semantic Segmentation using Deep Neural Networks IEEE Access, 7 :43487-43501 DOI Author Url Publisher Url Public Url

Qurratu aini D, Sophian A, Sediono W, Yusof HM, Sudirman S. 2018. Visual-based fingertip detection for hand rehabilitation Indonesian Journal of Electrical Engineering and Computer Science, 9 DOI Publisher Url Public Url

Sang J, Wu X, Song C, Sudirman S. 2017. Multiparty multilevel watermarking protocol for digital secondary market based on iris recognition technology Recent Advances in Electrical and Electronic Engineering, 10 :47-59 DOI Publisher Url Public Url

Sudirman S, Song C, Sang J. 2016. A buyer-seller watermarking protocol for digital secondary market Multimedia Tools and Applications, DOI Author Url Publisher Url Public Url

Sudirman S, Sophian A, Za’aba A, Qurratu’aini D, Sediono W. 2016. Markerless detection of fingertips of object-manipulating hand ARPN Journal of Engineering and Applied Sciences, 11 Publisher Url Public Url

Tully D, El Rhalibi A, Carter C, Sudirman S. 2015. Hybrid 3D Rendering of Large Map Data for Crisis Management Aubrecht C. ISPRS International Journal of Geo-Information, 4 :1033-1054 DOI Author Url Publisher Url Public Url

Abbas TA, Jawad MJ, Sudirman S. 2013. Robust watermarking of digital vector maps for copyright protection Proceedings of 14th Annual Postgraduate Symposium on Convergence of Telecommunications, Networking and Broadcasting, Publisher Url

Song C, Sudirman S, Merabti M. 2012. A robust region-adaptive dual image watermarking technique JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 23 :549-568 DOI Author Url Publisher Url

Sudirman S, Khan I. 2012. Analysis of the performance of eigenfaces technique in recognizing non-caucasian faces International Journal of Computer Vision and Image Processing, 2 :37-50 DOI Publisher Url

Song C, Sudirman S, Merabti M, Al-Jumeily D. 2011. Region-adaptive watermarking system and its application Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :215-220 DOI Publisher Url

Qiu G, Sudirman S. 2003. Adapting indexing features to scene structures for relevant image retrieval Proc. Visual Information Engineering, :306-309

Conference publication

Mahyoub M, Natalia F, Sudirman S, Liatsis P, Jasim Al-Jumaily AH. 2023. Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE), 2023 15th International Conference on Developments in eSystems Engineering (DESE) 2023-J :480-485 DOI Publisher Url Public Url

Mahyoub M, Natalia F, Sudirman S, Al-Jumaily AHJ, Liatsis P. 2023. Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE), 2023 15th International Conference on Developments in eSystems Engineering (DESE) 2023-J :469-474 DOI Publisher Url Public Url

Mahyoub M, Abdulhussain SH, Natalia F, Sudirman S, Mahmmod BM. 2023. Abstract Pattern Image Generation using Generative Adversarial Networks Proceedings - 2023 15 International Conference on Developments in eSystems Engineering, (DESE), 2023 15 International Conference on Developments in eSystems Engineering, (DESE) 2023-J :172-177 DOI Publisher Url Public Url

Mahyoub M, Natalia F, Sudirman S, Jasim Al-Jumaily AH, Liatsis P. 2023. Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures Proceedings - 2023 15 International Conference on Developments in eSystems Engineering (DeSE), 2023 15 International Conference on Developments in eSystems Engineering (DeSE) 2023-J :486-491 DOI Publisher Url Public Url

Mahyoub M, Natalia F, Sudirman S, Mustafina J. 2023. Sign Language Recognition using Deep Learning Proceedings - 2023 International Conference on Developments in eSystems Engineering(DeSE), 2023 15th International Conference on Developments in eSystems Engineering (DeSE) 2023-J :184-189 DOI Publisher Url Public Url

Natalia F, Sudirman S. 2022. A Semi-automated Method to Measure the Height of Lumbar Intervertebral Discs Proceedings - 2022 2nd International Conference on Computers and Automation, CompAuto 2022, :32-35 DOI Publisher Url

Johan S, Natalia F, Ferdinand FV, Sudirman S. 2021. Image-Based Skin Cancer Early Detection using CNN Algorithm Proceedings of 2021 6th International Conference on New Media Studies, CONMEDIA 2021, :78-83 DOI Publisher Url

Natalia F, Meidia H, Afriliana N, Al-Kafri AS, Sudirman S, Simpson A, Sophian A, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2019. Development of Ground Truth Data for Automatic Lumbar Spine MRI Image Segmentation 2018 IEEE 20th International Conference on High Performance Computing and Communications, THE 3rd INTERNATIONAL WORKSHOP ON INTERNET OF THINGS FOR BIG DATA HEALTHCARE DOI Author Url Publisher Url Public Url

Young JC, Afriliana N, Natalia F, Meidia H, Sudirman S. 2019. A Study on the Suitability of Applying Active Contour Evolution Models in Segmenting and Delineating Boundaries in Medical Images PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON NEW MEDIA STUDIES (CONMEDIA 2019), 5th International Conference on New Media Studies (CONMEDIA) :232-237 DOI Author Url Publisher Url

Al Kafri AS, Sudirman S, Hussain AJ, Al-Jumeily D, Fergus P, Natalia F, Meidia H, Afriliana N, Sophian A, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2018. Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) :538-545 DOI Author Url Publisher Url Public Url

Monica S, Natalia F, Sudirman S. 2018. Clustering Tourism Object in Bali Province Using K-Means and X-Means Clustering Algorithm IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 20th IEEE International Conference on High Performance Computing and Communications (HPCC) / 16th IEEE International Conference on Smart City (SmartCity) / 4th IEEE International Conference on Data Science and Systems (DSS) :1462-1467 DOI Author Url Publisher Url

Trongtortam S, Taylor M, Symons A, Francis H, Sudirman S. 2018. Development of a Preliminary Model Guide for Using Mobile Learning Technology in Resource - Limited Primary Schools in Thailand 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 11th International Conference on Developments in eSystems Engineering (DeSE) :83-88 DOI Author Url Publisher Url

Al Kafri AS, Sudirman S, Hussain AJ, Fergus P, Al-Jumeily D, Al Smadi H, Khalaf M, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2017. Detecting the Disc Herniation in Segmented Lumbar Spine MR Image using Centroid Distance Function Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :9-13 DOI Author Url Publisher Url

Trongtortam S, Francis H, Taylor M, Sudirman S, Symons A. 2017. The Attitude towards the Use of Mobile Learning Technology Enhanced Teaching Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :135-138 DOI Author Url Publisher Url

Tully D, El Rhalibi A, Carter C, Sudirman S. 2016. Generating a Novel Scene-Graph for a Modern GIS Rendering Framework IEEE DESE 2016 - Developments in eSystems Engineering DOI Author Url Publisher Url Public Url

Al Kafri A, Sudirman S, Hussain A, Fergus P, Al-Jumeily D, Al-Jumaily M, Alaskar H. 2016. A Framework on A Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain using Artificial Intelligence and Computer Graphics Technologies Intelligent Computing Theories and Application: Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation 9771 :843-854 DOI Author Url Publisher Url Public Url

El Rhalibi A, Sudirman S. 2015. Improving Camera Pose Estimation for Indoor Marker-less Augmented Reality 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM), The 15th IEEE International Conference on Computer and Information Technology, (IEEE CIT-2015) :994-999 DOI Author Url Publisher Url Public Url

Song C, Xiao P, Sudirman S, Merabti M. 2014. Region Adaptive Digital Image Watermarking System using DWT-SVD algorithm 2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS, NASA/ESA Conference on Adaptive Hardware and Systems (AHS) Author Url Publisher Url Public Url

Song C, Sudirman S, Merabti M, Al-Jumeily D. 2011. Region-adaptive watermarking system and its application 4th International Conference on Developments in eSystems Engineering DOI

Song C, Sudirman S, Merabti M. 2011. Region Adaptive Digital Image Watermarking System Using DWT-SVD Algorithm 12th Annual Postgraduate Symposium on Convergence of Telecommunications, Networking and Broadcasting DOI Author Url Publisher Url Public Url

Ur Rahman HASEEB, Merabti M, Llewellyn-Jones D, Sudirman S. 2011. Memory Threads: Organizing Digital Memories to Organize Social P2P Networks 12th Annual Postgraduate Symposium on Convergence of Telecommunications, Networking and Broadcasting Publisher Url Public Url

Ur Rahman H, Merabti M, Llewellyn-Jones D, Sudirman S. 2011. An entity-based social peer-to-peer network for digital life memories Computer Networks and Information Technology (ICCNIT), 2011 International Conference on, :13-19

Song C, Sudirman S, Merabti M, Llewellyn-Jones D. 2010. Analysis of Digital Image Watermark Attacks 6th IEEE International Workshop on Digital Rights Management, Consumer Communications and Networking Conference :1-5 DOI Author Url Publisher Url

Rahman HU, Merabti M, Llewellyn-Jones D, Sudirman S. 2010. Investigating Sharing in Memory for Life Systems The 11th Annual Conference on the Convergence of Telecommunications, Networking & Broadcasting (PGNet 2010) Public Url

Song C, Sudirman S, Merabti M. 2010. Robust digital image watermarking using region adaptive embedding technique Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010, 1 :378-382 DOI Publisher Url

Song C, Sudirman S, Merabti M. 2009. Recent Advances and Classification of Watermark Techniques in Digital Images Proc 10th of PostGraduate Network Symposium,

Sudirman S, Al-Jumeily D. 2009. Copyright Protection of Digital Images using High Order Polynomial Watermarking AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :173-180 DOI Author Url Publisher Url

Sudirman S. 2009. High order polynomial signature embedding in wavelet transform domain for robust digital image watermarking Proceedings of the IASTED International Conference, 671 :1-1

Ismail A, Merabti M, Llewellyn-Jones D, Sudirman S. 2008. A Framework for Sharing and Storing Serendipity Moments in Human Life Memory Li L, Shih TK, Li Q, Yang SQ, Zhou QG, Wang YH, Lau RWH, Hung JC, Chang WC. 2008 FIRST IEEE INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING AND WORKSHOPS, PROCEEDINGS, 1st IEEE International Conference on Ubi-Media Computing and Workshops :132-137 DOI Author Url Publisher Url

Ismail A, Merabti M, Llewellyn-Jones D, Sudirman S. 2008. Sharing and storing serendipity moments in human life memory Proceeding of 9th Annual Postgraduate Symposium on the Convergence of Telecommunications,

Llewellyn-Jones D, Ismail A, Sudirman S, Merabti M. 2008. Personal sensor networks enriching personal digital memories Proceeding of 2nd Whole Body Interaction Workshop,

Qiu G, Sudirman S. 2001. Scene Structural Matrix for image indexing and retrieval Dugelay JL, Rose K. 2001 IEEE FOURTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 4th IEEE Workshop on Multimedia Signal Processing (MMSP 01) :85-90 DOI Author Url Publisher Url

Qiu G, Sudirman S. 2001. Retrieving landscape images using scene structural matrix Shum HY, Liao M, Chang SF. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2nd IEEE Pacific Rim Conference on Multimedia 2195 :921-926 DOI Author Url Publisher Url

Qiu G, Sudirman S. 2001. Color image coding, indexing and retrieval using binary space partitioning tree 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, International Conference on Image Processing (ICIP 2001) :682-685 Author Url

Qiu G, Sudirman S. 2001. Spectral and spatial invariant image retrieval using scene structural matrix Proceeding of British Machine Vision Conference, :373-382

Qiu G, Sudirman S. 2000. Representation and retrieval of color image using binary space partitioning tree EIGHTH COLOR IMAGING CONFERENCE: COLOR SCIENCE AND ENGINEERING SYSTEMS, TECHNOLOGIES, APPLICATIONS, 8th Annual Color Imaging Conference :195-201 Author Url

Qiu G, Sudirman S. 2000. Colour image representation using BSP Tree Proceeding of International Conference on Colour in Graphics and Image Processing, :1-4

Al-kafri A, Sudirman S, Hussain A, Al-Jumeily D, Al-Jumaily M, Al-Rashdan W, Bashtawi M, Fergus P. Lumbar Spine Discs Labeling using Axial View MRI Based on the Pixels Coordinate and Gray Level Features Lecture Notes in Computer Science, 2017 International Conference on Intelligent Computing DOI Author Url Publisher Url Public Url

Sudirman S, Natalia F, Afriliana N, Meidia H, Al-Kafri A. Methodology to determine important-points location for automated Lumbar Spine Stenosis diagnosis procedure International Conference on Intelligent Medicine and Health DOI Publisher Url

Mulyono TM, Natalia F, Sudirman S. A Study of Data Mining Methods for Identification Undernutrition and Overnutrition in Obesity 3rd International Conference on Software and e e-Business DOI Publisher Url Public Url

Liu L, Wang R, Xie C, Yang P, Wang F, Sudirman S, Li R. Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring IEEE International Conference on Industrial Informatics DOI Author Url Publisher Url Public Url

Friska N, Sudirman S. Classification of Sagittal Lumbar Spine MRI for Lumbar Spinal Stenosis Detection using Transfer Learning of a Deep Convolutional Neural Network IEEE Explore, World Conference on Smart Trends in Systems DOI Publisher Url Public Url

Chapters

Tully D, El Rhalibi A, Zhigeng P, Carter CHRISTOPHER, Sudirman S. 2015. Automated Procedural Generation of Urban Environments Using Open Data for City Visualisation Image and Graphics :545-551 Springer 978-3-319-21969-1 DOI Publisher Url

Tully D, El Rhalibi A, Zhigeng P, Carter CHRISTOPHER, Sudirman SUD. 2015. Mesh Extraction from a Regular Grid Structure Using Adjacency Matrix Image and Graphics :562-572 Springer 978-3-319-21969-1 DOI Publisher Url

Ismail A, Merabti M, Llewellyn-Jones D, Sudirman S. 2009. A Peer-to-peer Digital Human Life Memory Store for Sharing Serendipitous Moments Li Q, Shih TK. :261-281 CRC Press DOI Publisher Url

Qiu G, Sudirman S. 2002. A binary color vision framework for content-based image indexing Recent Advances in Visual Information Systems :50-60 Springer Berlin Heidelberg 978-3-540-43358-3 DOI Publisher Url