Adaptive rate controlled, robust video communication over packet wireless networks
Mobile Networks and Applications - Special issue: mobile multimedia communications
Scene context dependent rate control
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Journal of VLSI Signal Processing Systems
Modeling of the Coding Gain of Joint Coding for Multi-Program Video Transmission
Journal of VLSI Signal Processing Systems
Rate adaptation transcoding for precoded video streams
Proceedings of the tenth ACM international conference on Multimedia
A VBR Rate Control Using MINMAX Criterion for Video Streaming
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Novel Content-Based Video Streaming Algorithm for Fine Granular Scalable Coding
MMNS '01 Proceedings of the 4th IFIP/IEEE International Conference on Management of Multimedia Networks and Services: Management of Multimedia on the Internet
Analysis of rate-distortion functions and congestion control in scalable internet video streaming
NOSSDAV '03 Proceedings of the 13th international workshop on Network and operating systems support for digital audio and video
An improved optimal bit allocation method for sub-band coding
Pattern Recognition Letters
Adaptive video transcoding and streaming over wireless channels
Journal of Systems and Software - Special issue: Adaptive multimedia computing
Recent advances in rate control for video coding
Image Communication
Rate control based on linear regression for H.264/MPEG-4 AVC
Image Communication
Predictive buffer control in delivering remotely stored video using proxy servers
Computer Networks: The International Journal of Computer and Telecommunications Networking
An adaptive video coding control scheme for real-time MPEG applications
EURASIP Journal on Applied Signal Processing
Fast motion estimation and intermode selection for H.264
EURASIP Journal on Applied Signal Processing
A complexity-aware video adaptation mechanism for live streaming systems
EURASIP Journal on Applied Signal Processing
Dynamic computational complexity and bit allocation for optimizing H.264/AVC video compression
Journal of Visual Communication and Image Representation
On the accuracy and complexity of rate-distortion models for fine-grained scalable video sequences
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Study on the distribution of DCT residues and its application to R-D analysis of video coding
Journal of Visual Communication and Image Representation
Rate Control Algorithm for MPEG-2 to H.264/AVC Transcoding
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Efficient Bit-Rate Estimation for Mode Decision of H.264/AVC
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Frame layer rate control for H.264/AVC with hierarchical B-frames
Image Communication
Quantization Parameter Refinement in H.264 through ρ-Domain Rate Model
IEICE - Transactions on Information and Systems
A Simple Quantitative Model of AVC/H.264 Video Coders
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Adaptive video coding control for real-time H.264/AVC encoder
Journal of Visual Communication and Image Representation
Efficient one-pass frame level rate control for H.264/AVC
Journal of Visual Communication and Image Representation
Simultaneous MAP-based video denoising and rate-distortion optimized video encoding
IEEE Transactions on Circuits and Systems for Video Technology
On rate-distortion modeling and extraction of H.264/SVC fine-granular scalable video
IEEE Transactions on Circuits and Systems for Video Technology
New rate distortion bounds for natural videos based on a texture-dependent correlation model
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Laplace distribution based Lagrangian rate distortion optimization for hybrid video coding
IEEE Transactions on Circuits and Systems for Video Technology
Trade-offs in bit-rate allocation for wireless video streaming
IEEE Transactions on Multimedia - Special issue on quality-driven cross-layer design for multimedia communications
Multiuser rate allocation games for multimedia communications
IEEE Transactions on Multimedia - Special issue on quality-driven cross-layer design for multimedia communications
Quality modeling for the medium grain scalability option of H.264/SVC
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Consistent picture quality control strategy for dependent video coding
IEEE Transactions on Image Processing
Estimating the value of θ in the intra frame for ρ-domain rate control algorithms
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
An Efficient MB Layer Rate Control for H.264/AVC Based on Adaptive QP Decision
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Improved MB-layer rate control for H.264/AVC
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
A fine rate control algorithm with adaptive rounding offsets (ARO)
IEEE Transactions on Circuits and Systems for Video Technology
Convex Optimization-Based Bit Allocation for Video Coding
Journal of Signal Processing Systems
Enhancement layer rate control for high bitrate SNR scalable video coding
Journal of Visual Communication and Image Representation
Packet video transmission over wireless channels with adaptive channel rate allocation
Journal of Visual Communication and Image Representation
Operational distortion-quantization curve-based bit allocation for smooth video quality
Journal of Visual Communication and Image Representation
A rate control scheme using Kalman filtering for H.263
Journal of Visual Communication and Image Representation
Rate control for low bit rate video via enhanced frame skipping
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
IEEE Transactions on Image Processing
Laplacian distortion model (LDM) for rate control in video coding
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
A two-level rate control approach for video transcoding
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Rate distortion bounds for blocking and intra-frame prediction in videos
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Risk-distortion analysis for video collusion attacks: a mouse-and-cat game
IEEE Transactions on Image Processing
Utility function selection for streaming videos with a cognitive engine testbed
Mobile Networks and Applications
Single frame rate-quantization model for MPEG-4 AVC/H.264 video encoders
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
On optimizing H. 264/AVC rate control by improving R-D model and incorporating HVS characteristics
EURASIP Journal on Advances in Signal Processing
XOR-based frame loss recovery scheme for video streaming
Computer Communications
Delay constrained spatio-temporal video rate control for time-varying rate channels
MMNS'06 Proceedings of the 9th IFIP/IEEE international conference on Management of Multimedia and Mobile Networks and Services
Stochastic rate-control for real-time video transmission over heterogeneous network
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
Realtime h.264 encoding system using fast motion estimation and mode decision
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
A frame-layer rate control algorithm for h.264 using rate-dependent mode selection
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
A study on the quantization scheme in H.264/AVC and its application to rate control
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Perceptual video streaming by adaptive spatial-temporal scalability
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Key techniques of bit rate reduction for h.264 streams
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
An effective overlay h.263+ video multicast system over the internet
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
A low complexity macroblock layer rate control scheme base on weighted-window for h.264 encoder
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
LMM-based frame-level rate control for H.264/AVC high-definition video coding
Image Communication
Rate control for consistent visual quality of H.264/AVC encoding
Image Communication
A new rate-quantization model for H.264/AVC low-delay rate control
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Rate control for unbalanced multiple description video streaming
Image Communication
Efficient region-of-interest scalable video coding with adaptive bit-rate control
Advances in Multimedia
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A new rate control scheme is used to calculate the target bit rate for each frame based on a quadratic formulation of the rate distortion function. The distortion measure is assumed to be the average quantization scale of a frame. The rate distortion function is modeled as a second-order function of the inverse of the distortion measure. We present a closed form solution for the target bit allocation which includes the MPEG-2 TM5 rate control scheme as a special case. The model parameters are estimated using statistical linear regression analysis. Since the estimation uses the past encoded frames of the same picture prediction type (I, P, B pictures), the proposed approach is a single pass rate control technique. Because of the improved accuracy of the rate distortion function, the fluctuations of the bit counts are significantly reduced by 20-65% in the standard deviation of the bit count while the picture quality remains the same. Thus, the buffer requirement is reduced at a small increase in complexity. This technique has been adopted by the MPEG committee as part of VM5.0 in November 1996