Publication List

Intellectual Property (Patents)

1. Method and Apparatus of Rate Control on Multi-Core Platform, No. 1020160120662 (21. 09. 2016). Granted
2. Extension of the cross-component intra-prediction, No. 2023P00525EP (20. 06. 2023). Granted
3. Implicit MTS using intra-prediction mode, No. 2023P00526EP (20. 06. 2023). Granted
4. On restricting temporal prediction of block partitioning parameters, No. 2023P00418 (28. 04. 2023). Granted
5. Harmonizing intra-block copy variant tools on deblocking filter, No. 2023P00580EP (30. 06. 2023). Granted
6. IBC transform selection using DIMD, No. 2023P00910EP (22. 09. 2023). Granted
7. Adaptive BIF Strength based on DBF strength, No. 2023P00971EP (11. 10. 2023). Granted
8. LUT design for implicit MTS using offline transform analysis, No. 2023ID00731 (27. 10. 2023). Granted
9. IBC LIC Model Merge Mode Enhancement, No. 2023ID00827 (15. 12. 2023). Granted
10. DIMD Merge based on Collocated Block, No. 2024ID00140 (29. 02. 2024). Granted
11. Hybrid explicit/implicit LFNST/NSPT, No. 2024ID00136 (29. 02. 2024). Granted
12. On tree partitioning restriction based on predicted cost, No. 2024ID00137 (29. 02. 2024). Granted
13. TIMD Merge based on Collocated Block, No. 2024ID00142 (01. 03. 2024). Granted
14. Adaptive BIF Shape Size Regarding Coding Info, No. 2024ID00234 (27.03.2024). Granted
15. Adaptive loop filter rate-distortion optimization adjustment, No. 2024ID00238 (27.03.2024). Granted
16. Classification-based post-filter re-scaling, No. 2024ID00242 (27.03.2024). Granted
17. Template based Clipping of block-vector based intra prediction, No. 2024ID00245 (28.03.2024). Granted
18. Bilateral Filtering in ALF, No. 2024ID00753 (04.10.2024). Granted
19. Improvement of Bilateral Filter on Intra Prediction, No. 2024ID00756 (04.10.2024)
20. Parameter Adjustment for Bilateral Filter on Intra Prediction, No. 2024ID00757 (04.10.2024). Granted
21. On different filter sizes for DIMD, No. 2024ID00759 (04.10.2024). Granted
22. On DIMD with alternative filter kernels, No. 2024ID00761 (04.10.2024)
23. On Improving diversity of predictors in DIMD TIMD mode, No. 2024ID00776 (04.10.2024)
24. Extended IBC buffer rules based on frame mask, No. 2024ID00811 (18.10.2024)
25. IntraTMP buffer rules based on frame mask, No. 2025ID00076 (07.03.2025)
26. On gradient magnitude correction for HoG, No. 2025ID00103 (25.02.2025)
27. History-based TIMD info for Temporal TIMD Merge Mode, No. 2025ID00108 (28.03.2025)
28. Affine Motion Compensated Temporal Filter, No. 2025ID00123 (03.04.2025)
29. On Usage of Fixed-Filters ALF for DBF, No. 2025ID00137 (08.04.2025)
30. VIPM from IPM-based modes, No. 2025ID00292 (22.05.2025)
31. Cross-Component Convolution Model clipping terms, No. 2025ID00328 (02.06.2025)
32. Cross-component HOG in DIMD, No. 2025ID00351 (27.06.2025)
33. Transform index derivation method, No. 2025ID00601 (16.09.2025)
34. HoG Amplification by IPM count, No. 2025ID00683 (22.10.2025)
35. VIPM from mixture of histograms, No. 2025ID00685 (22.10.2025)
36. Extension of the temporal candidate list construction of the EIP merge, No. 2025ID00757 (16.12.2025)
37. Advanced high-level controls for MTS, No. 2025ID00783
38. Transform set derivation based on template residual energy, No. 2025ID00784 (08.12.2025)
39. On partial sharing of LFNST/NSPT basis vectors, No. 2025ID00806 (12.12.2025)
40. On implicit adaptive CCCM window size based on coding information, No. 2025ID00820 (17.12.2025)
41. On Implicit Adaptive CCCM window size based on Intra Prediction Mode, No. 2025ID00881

Journals

1. Jongseok Lee, Wahyu wiratama, Ismail Marzuki, and Donggyu Sim, "Bilateral Attention U-Net with Dissimilarity Attention Gate for Change Detection on Remote Sensing Imageries," Feb. 2023: MDPI Applied Sciences.
2. Ismail Marzuki, Jongseok Lee, Wahyu Wiratama, and Donggyu Sim, "Deep Convolutional Feature-Driven Rate Control for the HEVC Encoders," Dec. 2021: IEEE Access.
3. Ismail Marzuki, Jongseok Lee, and Donggyu Sim, "Optimal CTU-Level Rate Control Based on Deep Convolutional Features for HEVC," Sept. 2020: IEEE Access.
4. Ismail Marzuki and Donggyu Sim, "Perceptual Adaptive Quantization Parameter Selection using Deep Convolutional Features for HEVC," 2020: IEEE Access. [Available Online]
5. Wahyu wiratama, Yong-Jo Ahn, Ismail Marzuki, and Donggyu Sim, "Adaptive Gaussian Low-Pass Pre-filtering for Perceptual Video Coding," Aug. 2018: IEIE Transactions on Smart Processing and Computing. [Available Online]
6. Ismail Marzuki and Donggyu Sim, “Overview of the Potential Technologies for Future Video Coding Standards in JEM: Status and Review,” Nov. 2017: IEIE Transactions on Smart Processing and Computing. [Available Online]
7. Ismail Marzuki, Yongjo Ahn, and Donggyu Sim, “Tile-level Rate Control for HEVC Video Encoders on Multi-core Platforms,” Journal of Real-Time Image Processing, Sept. 2017. [Available Online]
8. Ismail Marzuki, Jonghyun Ma, Yongjo Ahn, and Donggyu Sim, “A Context-Adaptive Fast Intra Coding Algorithm of High Efficiency Video Coding (HEVC),” Journal of Real-Time Image Processing, Feb. 2016. [Available Online]
9. Jasril, Ismail Marzuki, Rahmat Faisal, “Capacity Enhancement of Messages Concealment in Image and Audio Steganography,” International Journal on Smart Sensing and Intelligent Systems (S2IS), vol. 6, no. 5, pp. 1970-1985, Dec. 2013. [Available Online]
10. Jasril, Ismail Marzuki, “Application Design to Embed Text and File to Uncompressed File with Least Significant Bit”. Journal of Computer Science; vol. 8 no. 2 pp. 137-151, Mar. 2012. [Available Online]

Contribution on Video Coding Standardization

1. AHG12: A follow-up CTC modification for encoding runtime reduction under low-delay configuration, JVET-AI0097, Sapporo, 2024, (adopted to ECM-14.0)
2. AHG12: Improved implicit MTS, JVET-AI0223, Sapporo, 2024, (going to EE2 stage ECM-14.0).
3. AHG12: ALF syntax modification, JVET-AH0163, Rennes, 2024, (going to EE2 stage ECM-13.0).
4. AHG12: Modified CTC for encoding time reduction under low-delay configuration, JVET-AH0180, Rennes, 2024, (adopted to ECM-13.0)
5. AHG12: Adaptation of intra/inter LFNST/NSPT for low-delay configuration, JVET-AH0180, Rennes, 2024.
6. AHG15: Configurations for gaming sequences, JVET-AH0220, Rennes, 2024, (adopted to ECM-13.0)
7. AHG11: Response to Call for training materials JVET-AG2036, Rennes, 2024.
8. AHG-4: On the proposed gaming sequences from InterDigital and class gaming,” JVET-AF0253, Hannover, 2023.
9. Tile-level Rate Control for Multi-core Platform on HM HEVC Video Encoders on Multi-core Platforms, JCTVC-Y0026, China, 2016.
10. Tile Level Rate Control for Multi-core Platform, JCTVC-0088, Geneva, Switzerland, 2015.
11. Supplemental Enhancement Information for Reconstruction of HDR Video, MPEG2015/M37424, Geneva, Switzerland, 2015.
12. Modified Deblocking Filtering Process for Intra Block Copy (IBC), JCTVC-R0118, Sapporo, Japan, 2014.
13. Restriction of Coding Unit (CU) Sizes for Intra Block Copy (IBC), JCTVC-R0056, Sapporo, Japan, 2014.

Book Chapter

1. Nesdi Efrilyan Rozanda, Ismail Marzuki, Inggih Permana, “Segmentation Google Earth Imagery Using K-Means Clustering and Normalized RGB Color Space,” Computational Intelligence in Data Mining-Volume 1, Springer: Smart Innovation, Systems and Technology, vol. 35, pp. 375-386, Odisha-India, Scopus Indexed, Jan. 2015. [Available Online]
2. “ARKA: Menjelajah Dunia, Menemukan Rumah,” publisher: Orbit Indonesia, ISBN: 978-623-7632-41-2, 2020.

Proceedings

1. Ismail Marzuki and Donggyu Sim, "A Deep Learning-based Rate Control for HEVC Intra Coding," 2019 년 한국방송 공항과 하계학술대, Seoul, South Korea. 2019. [Available Online]
2. Ismail Marzuki, Hansol Choi, and Donggyu Sim, "A Context-based Fast Encoding Quad Tree and Binary Tree (QTBT) Block Structure Partition," 2018년 한국방송·미디어공학회 하계학술대회, Jeju, South Korea. 2018. [Available Online]
3. Hansol Choi, Jongseok Lee, Ismail Marzuki, Seanae Park, and Donggyu Sim, "Fast CU Termination Method for Fast Encoding in JEM," 2018년 한국방송·미디어공학회 하계학술대회, Jeju, South Korea. 2018. [Available Online]
4. Faisal Asadi, Fighri Mulianda Putra, Mutik Indah Sakinatunnisa, Ismail Marzuki, and Fadhila Syafira, "Implementation of Backpropagation Neural Network and Blood Cells Imagery Extraction for Acute Leukemia Classification," International Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering, Bandung, Indonesia. 2017. [Available Online]
5. Ismail Marzuki and Donggyu Sim, "Modification of Deblocking Filter Process on JEM Reference Software," Summer Conference of Electronics Engineering Society, Busan, South Korea. 2017. [Available Online]
6. Ismail Marzuki, Yong-Jo Ahn, Seanae Park, and Donggyu Sim, "Fast Encoding for Quad-tree plus Binary-tree (QTBT) Block Structure Partitioning," The 32nd International Technical Conference on Circuits/ Systems, Computers and Communications (ITC-CSCC), Busan, South Korea. 2017.
7. Ismail Marzuki, Wahyu Wiratama, Yong-Jo Ahn, and Donggyu Sim, "Adaptive Parameter Offsets of Deblocking Filter of High Efficiency Video Coding (HEVC)," International Conference on Electronics, Information, and Communication (ICEIC 2017), Thailand. 2017. [Available Online]
8. Xiang Li, Ismail Marzuki, Seungchol Cha, and Donggyu Sim, "Complexity Reduction of Adaptive Loop Filter," International Conference on Electronics, Information, and Communication (ICEIC 2017), Thailand. 2017. [Available Online]
9. Xiang Li, Xiangjian Wu, Ismail Marzuki, Yong-Jo Ahn, Donggyu Sim, "Complexity Analysis of HM and JEM Encoder Software," The Korean Institute of Broadcast and Media Engineering, Jeju, Jun. 2016. [Available Online]
10. Wahyu Wiratama, Yong-Jo Ahn, Ismail Marzuki, Donggyu Sim, "Adaptive Gaussian Filtering based on Contrast of Luminance for Perceptual Video Coding," The 31st International Technical Conference on Circuits/ Systems, Computers and Communications (ITC-CSCC), pp. 183-184, Okinawa, Japan, Jul. 2016.
11. Ismail Marzuki, Yong-Jo Ahn, Donggyu Sim, "Tile Level Rate Control for High Efficiency Video Coding (HEVC) on Multi-core Platform," 2015 Korea Society of Broadcast Engineers Conference, South Korea, Oct. 2015. [Available Online]
12. Iis Afrianty, Ismail Marzuki, "Knowledge Management Application of Islamic Culture Information Systems in Indonesia using Interactive Mapping Zone," The 7th of National Conference Technology Information Communication and Industry (SNTIKI- 7); Pekanbaru, Indonesia, Oct. 2015. [Available Online]
13. Ismail Marzuki, Hyunho Jo, Donggyu Sim, “Fast Intra Mode Decision for HEVC Intra Coding,” The 18th IEEE International Symposium on Consumer Electronics (ISCE), pp. 106-107, Jeju, South Korea, Jul. 2014. [Available Online]
14. Ismail Marzuki, Jonghyun Ma, Donggyu Sim, “Full Depth RQT after PU Decision for Fast Encoding of HEVC,” The 18th IEEE International Symposium on Consumer Electronics (ISCE), pp. 106-107, Jeju, South Korea, Jul. 2014. [Available Online]
15. Jasril, Ismail Marzuki, Rahmat Faisal, “Modification Four Bits of Uncompressed Steganography using Least Significant Bit (LSB) Method,” International Conference Advance Computer Science and Information Systems (ICACSIS) 2012, pp. 287-292, Depok, Indonesia, Dec. 2012. [Available Online]
16. Nesdi Efrilyan Rozanda, Ismail Marzuki, Inggih Permana, “Utilization Google Earth Imagery for Segmentation Green Land Spread,” The 4th of National Conference Technology Information Communication and Industry (SNTIKI- 4); ISSN: 2085-9902, pp. 119-125, Pekanbaru, Indonesia, Oct. 2012.
17. Inggih Permana, Ismail Marzuki, Detha Yurisna, ”Normalized RGB Color Space for Segmentation Google Earth Imagery,” The 4th of National Conference Technology Information Communication and Industry (SNTIKI- 4); ISSN: 2085-9902, pp. 126-133, Pekanbaru, Indonesia, Oct. 2012. Best paper.

Technical Reports

1. Iis Afrianty, Ismail Marzuki, "Knowledge Management Application of Islamic Culture Information Systems in Indonesia using Interactive Mapping Zone," Collective Research of Sciences and Technology, State Islamic University of Sultan Syarif Kasim Riau, 2015.
2. Nesdi Efrilyan Rozanda, Ismail Marzuki, Inggih Permana, “Clustering Method Implementation to Identify and Classify the Forest Spread in Riau Province Using ASTER Imagery,” Collective Research of Sciences and Technology, State Islamic University of Sultan Syarif Kasim Riau, 2012.
3. Novriyanto, Benny Sukma Negara, Ismail Marzuki, “Grand Design Applications Electronic Manuscript Service”. Draft Report of Retian Computer for Planning and Regional Development Province of Riau Project. Nov. 2011.
4. Ismail Marzuki, “Spatial Data Processing as Study to Determinate Least-Cost Pipeline Routing Model Using Raster Data”. Apprenticeship Research in Geographic Information System (GIS) Division of PT. Chevron Pacific Indonesia. Nov. 2010.

Modules

1. Elin Haernani, Ismail Marzuki, ”Algorithm and Programming Using Java Programming Language”. Lab Practicum Module: Algorithm and Java Programming Subject. Informatics Department, State Islamic University of Sultan Syarif Kasim Riau, Apr. 2012.
2. Ismail Marzuki, “Step-by-Step Least Cost Pipeline Routing Decision,” Lab Practicum Module: Geographic Information System Subject. Jul. 2012.
3. Okfalisa, ELin Haerani, Ismail Marzuki, “Basic Java Programming”. Lab Practicum Module: Basic Java Programming Subject. Informatics Department, State Islamic University of Sultan Syarif Kasim Riau, Sept. 2012.
4. Ismail Marzuki, Very Noviandi, Halend Afroni, “Training to Make Website Using CMS JOOMLA in SMAN 6 Pekanbaru,” Dedication Training for Senior High School Students in Computer and Society Subject – Informatics Department. May 9th – 14th 2011.

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