High efficiency video coding (HEVC);
decision making;
rate control;
RATE-DISTORTION OPTIMIZATION;
BIT ALLOCATION;
VIDEO;
EFFICIENCY;
SCHEME;
D O I:
10.1109/TIP.2019.2911180
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
In this paper, an optimized coding tree unit (CTU)-level rate control approach is proposed for low-delay high-efficiency video coding (H. 265/ HEVC). Unlike the traditional explicitly estimated rate-distortion (R-D) model, the distributions of parameters of the estimated R-D model are considered. Accordingly, we formulate the CTU-level rate allocation for H.265/HEVC as the decision-making problem, where the objective is to minimize the summation of CTUs' expected distortion under the given rate constraint. Moreover, a two-stage Bisection-based method is proposed to solve the optimization problem, as the rate control algorithm for H.265/HEVC. The R-D performance improvements on Bjontegaard delta bit rate demonstrate the advances of the proposed method.
机构:
Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R ChinaChinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
Ma, SW
;
Gao, W
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
Gao, W
;
Lu, Y
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
机构:
3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
Schuster, Guido M.
;
Melnikov, Gerry
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Elect & Comp Engn, Robert R McCormick Sch Engn & Appl Sci, Evanston, IL 60208 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
Melnikov, Gerry
;
Katsaggelos, Aggelos K.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Elect & Comp Engn, Robert R McCormick Sch Engn & Appl Sci, Evanston, IL 60208 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
机构:
Microsoft Corp, Redmond, WA 98052 USAMicrosoft Corp, Redmond, WA 98052 USA
Sullivan, Gary J.
;
Ohm, Jens-Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Rhein Westfal TH Aachen, Inst Commun Engn, D-52056 Aachen, GermanyMicrosoft Corp, Redmond, WA 98052 USA
Ohm, Jens-Rainer
;
Han, Woo-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Software Design & Management, Songnam 461701, South KoreaMicrosoft Corp, Redmond, WA 98052 USA
Han, Woo-Jin
;
Wiegand, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Heinrich Hertz Inst Nachrichtentech Berlin GmbH, Fraunhofer Inst Telecommun, D-10587 Berlin, Germany
Berlin Inst Technol, D-10587 Berlin, GermanyMicrosoft Corp, Redmond, WA 98052 USA
机构:
Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R ChinaChinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
Ma, SW
;
Gao, W
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
Gao, W
;
Lu, Y
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Sci, Comp Technol Inst, Digital Media Lab, Beijing 100080, Peoples R China
机构:
3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
Schuster, Guido M.
;
Melnikov, Gerry
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Elect & Comp Engn, Robert R McCormick Sch Engn & Appl Sci, Evanston, IL 60208 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
Melnikov, Gerry
;
Katsaggelos, Aggelos K.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Elect & Comp Engn, Robert R McCormick Sch Engn & Appl Sci, Evanston, IL 60208 USA3Com Carrier Syst Business Unit, Adv Technol Res Ctr, Mt Prospect, IL 60056 USA
机构:
Microsoft Corp, Redmond, WA 98052 USAMicrosoft Corp, Redmond, WA 98052 USA
Sullivan, Gary J.
;
Ohm, Jens-Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Rhein Westfal TH Aachen, Inst Commun Engn, D-52056 Aachen, GermanyMicrosoft Corp, Redmond, WA 98052 USA
Ohm, Jens-Rainer
;
Han, Woo-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Software Design & Management, Songnam 461701, South KoreaMicrosoft Corp, Redmond, WA 98052 USA
Han, Woo-Jin
;
Wiegand, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Heinrich Hertz Inst Nachrichtentech Berlin GmbH, Fraunhofer Inst Telecommun, D-10587 Berlin, Germany
Berlin Inst Technol, D-10587 Berlin, GermanyMicrosoft Corp, Redmond, WA 98052 USA