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Two-Pass Video Rate Controller with Globally Optimal Rate-Distortion and Buffer Constraints for Variable Bitrate Applications of H.266/VVC | ||
| International Journal of Industrial Electronics Control and Optimization | ||
| مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 12 مهر 1405 اصل مقاله (1.01 M) | ||
| نوع مقاله: Original Article | ||
| شناسه دیجیتال (DOI): 10.22111/ieco.2026.55881.1774 | ||
| نویسندگان | ||
| Mehdi Rezaei* 1؛ Arshnoos Nakhaei2؛ Mahdi Kazeminia3 | ||
| 1University of Sistan and Baluchestan | ||
| 2University of Sistan and Baluchestan, Department of Communications Engineering, Zahedan, Iran. | ||
| 3Velayat University | ||
| چکیده | ||
| This paper introduces a two-pass rate control algorithm tailored for offline variable-bitrate applications that conform to the H.266/VVC standard. In the first pass, a rate controller at the group-of-pictures (GOP) level is used for encoding to collect the data required for the second pass. In the second pass, a Genetic algorithm (GA) directly determines optimal quantization parameters for all GOPs in the sequence simultaneously. It minimizes a global sequence-level rate-distortion (R-D) objective function while ensuring adherence to the buffering constraints. In fact, it uses the available buffer space to provide optimal bitrate variations, thereby minimizing rate-distortion. The proposed controller is implemented in the VVC test model (VTM) and evaluated against several benchmarks. Experimental results demonstrate that the proposed method achieves superior performance on the R-D objective function used in the GA. This achievement includes significant bitrate reductions and quality improvements while adhering to the buffering constraint. Moreover, the proposed controller achieves a more stable quality, resulting in higher visual quality for the reconstructed video. | ||
| کلیدواژهها | ||
| Genetic Algorithm؛ H.266/VVC؛ Video Rate Control؛ Optimization؛ Two-pass | ||
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آمار تعداد مشاهده مقاله: 4 تعداد دریافت فایل اصل مقاله: 1 |
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