Referenceless Rate-Distortion Modeling with Learning from Bitstream and Pixel Features
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Shan Liu | Li Li | Zhu Li | Yangfan Sun | Shan Liu | Li Li | Zhu Li | Yangfan Sun
[1] Jörn Ostermann,et al. Deep learning-based intra prediction mode decision for HEVC , 2016, 2016 Picture Coding Symposium (PCS).
[2] Ming-Ting Sun,et al. Digital Video Transcoding , 2005, Proceedings of the IEEE.
[3] Wen Gao,et al. Quadratic ρ-domain based rate control algorithm for HEVC , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[4] N. R. Goodman. Statistical analysis based on a certain multivariate complex Gaussian distribution , 1963 .
[5] Mandyam D. Srinath,et al. Statistical distributions of image DCT coefficients , 1986 .
[6] Gary J. Sullivan,et al. Overview of the High Efficiency Video Coding (HEVC) Standard , 2012, IEEE Transactions on Circuits and Systems for Video Technology.
[7] Shan Liu,et al. Yoco: Light-Weight Rate Control Model Learning , 2020, 2020 IEEE International Conference on Image Processing (ICIP).
[8] Yücel Altunbasak,et al. Frame bit allocation for the H.264/AVC video coder via Cauchy-density-based rate and distortion models , 2005, IEEE Transactions on Circuits and Systems for Video Technology.
[9] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[10] Jeong-Hoon Park,et al. Block Partitioning Structure in the HEVC Standard , 2012, IEEE Transactions on Circuits and Systems for Video Technology.
[11] Izquierdo Ebroul,et al. Estimation of Rate Control Parameters for Video Coding Using CNN , 2018 .
[12] Hua Yang,et al. Advances in Recursive Per-Pixel End-to-End Distortion Estimation for Robust Video Coding in H.264/AVC , 2007, IEEE Transactions on Circuits and Systems for Video Technology.
[13] Lifeng Sun,et al. Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning , 2019, MMAsia.
[14] Bin Xu,et al. CNN-based rate-distortion modeling for H.265/HEVC , 2017, 2017 IEEE Visual Communications and Image Processing (VCIP).
[15] Anil C. Kokaram,et al. Optimizing Transcoder Quality Targets Using a Neural Network with an Embedded Bitrate Model , 2016, Visual Information Processing and Communication.
[16] F. Muller. Distribution shape of two-dimensional DCT coefficients of natural images , 1993 .
[17] E. Mansard,et al. The Measurement of Incident and Reflected Spectra Using a Least squares Method , 1980 .
[18] Chin-Hui Lee,et al. Video segmentation using spatial and temporal statistical analysis method , 2000, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532).
[19] Lifeng Sun,et al. QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning , 2018, ACM Multimedia.
[20] Eirikur Agustsson,et al. NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[21] Luis Nero Alves,et al. Fast Motion Estimation Algorithm for HEVC , 2012, 2012 IEEE Second International Conference on Consumer Electronics - Berlin (ICCE-Berlin).
[22] Homer H. Chen,et al. SSIM-Based Perceptual Rate Control for Video Coding , 2011, IEEE Transactions on Circuits and Systems for Video Technology.
[23] Tihao Chiang,et al. A new rate control scheme using quadratic rate distortion model , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.
[24] Xinfeng Zhang,et al. Spatial-temporal residue network based in-loop filter for video coding , 2017, 2017 IEEE Visual Communications and Image Processing (VCIP).
[25] Ajay Luthra,et al. Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..
[26] Yu Zhou,et al. SSIM-Based Game Theory Approach for Rate-Distortion Optimized Intra Frame CTU-Level Bit Allocation , 2016, IEEE Transactions on Multimedia.
[27] Zhu Li,et al. A Machine Learning Approach to Accurate Sequence-Level Rate Control Scheme for Video Coding , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[28] Ming Yang,et al. Using Deep Learning Neural Network for Block Partitioning in H.265/HEVC , 2018 .
[29] Jian Sun,et al. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[30] M. Angela Sasse,et al. Sharp or smooth?: comparing the effects of quantization vs. frame rate for streamed video , 2004, CHI '04.
[31] Tihao Chiang,et al. A new rate control scheme using quadratic rate distortion model , 1997, IEEE Trans. Circuits Syst. Video Technol..
[32] Gary J. Sullivan,et al. Comparison of the Coding Efficiency of Video Coding Standards—Including High Efficiency Video Coding (HEVC) , 2012, IEEE Transactions on Circuits and Systems for Video Technology.
[33] Marta Mrak,et al. Estimation of Rate Control Parameters for Video Coding Using CNN , 2018, 2018 IEEE Visual Communications and Image Processing (VCIP).
[34] Bin Li,et al. QP refinement according to Lagrange multiplier for High Efficiency Video Coding , 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013).
[35] David Flynn,et al. HEVC Complexity and Implementation Analysis , 2012, IEEE Transactions on Circuits and Systems for Video Technology.