IP Library Granted Patent US 7,957,600
Granted Patent B2
US 7,957,600 · App. 11/737,632 · Granted Jun 7, 2011

Methods and systems for rate-distortion optimized quantization of transform blocks in block transform video coding

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Quick Facts
Patent No.
US 7,957,600
App. No.
11/737,632
Granted
Jun 7, 2011
Kind
B2
Abstract

Provided are methods and systems for rate-distortion optimized quantization and for skipping transform blocks that can take into account the rate-distortion tradeoff as well as the perceptual quality of reconstructed video.

Claims (26)

1. A computer-implemented method for rate-distortion optimized quantization comprising:

determining a distortion corresponding to each level at one or more processors;

determining a number of bits required to encode a level by a table look-up using a plurality of entropy code tables, wherein designing the plurality of entropy code tables comprises executing computer executable code operable to cause one or more processors to perform a process comprising:

receiving an initial probability distribution;

inputting at least one level value into an entropy encoder initialized with the initial probability distribution;

receiving an output codeword from the encoder;

forming an entropy code table from the output codeword; and

indexing a different table out of K tables according to a predetermined value; and

selecting the level that minimizes a rate-distortion cost composed of the distortion and the bits.

2. The method of claim 1 , wherein, the plurality of entropy code tables are designed prior to the table look-up.

3. The method of claim 1 , wherein the predetermined value is the number of consecutive zero levels, r, before a nonzero coefficient in encoders that encode (r, l) where l is level for the current coefficient.

4. The method of claim 1 , wherein the predetermined value is a context number for a transform coefficient in encoders using CAVLC (Context-adaptive variable length coding).

5. The method of claim 1 , wherein the predetermined value is a component index in encoders using CABAC (Context-adaptive binary arithmetic coding).

6. The method of claim 1 , wherein the entropy code tables are designed offline and quantization is performed by a simple table look up with one of the K tables.

7. A computer-implemented method for rate-distortion optimized quantization comprising:

determining a distortion corresponding to each level at a processor;

determining a number of bits required to encode a level at a processor, comprising:

receiving a set of current probability distributions;

converting a quantization level into a series of bits;

inputting a current bit into an entropy encoder with the set of current probability distributions;

updating the set of current probability distributions according to the current bit processed;

determining if the current bit is the last bit forming the quantization level; and

receiving an output codeword from the encoder; and

selecting the level that minimizes a rate-distortion cost composed of the distortion and the bits.

8. The method of claim 7 , further comprising:

repeating the steps of inputting and updating until the current bit is the last bit.

Assignments (15)
SECURITY INTEREST Recorded Apr 8, 2026
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SECURITY INTEREST Recorded Dec 17, 2024
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE INC., OF NORTH CAROLINA; OUTDOOR WIRELESS NETWORKS LLC; RUCKUS IP HOLDINGS LLC
To: APOLLO ADMINISTRATIVE AGENCY LLC
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SECURITY INTEREST Recorded Nov 19, 2021
From: ARRIS SOLUTIONS, INC.; ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA; RUCKUS WIRELESS, INC.
To: WILMINGTON TRUST
Reel/Frame 060752/0001 →
PATENT SECURITY AGREEMENT Recorded Jul 3, 2019
From: ARRIS ENTERPRISES LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
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ABL SECURITY AGREEMENT Recorded Jul 3, 2019
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TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Apr 8, 2019
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To: ARRIS GROUP, INC.; ARRIS ENTERPRISES, INC.; ARRIS SOLUTIONS, INC.; ARRIS KOREA, INC.; ARRIS HOLDINGS CORP. OF ILLINOIS, INC.; BIG BAND NETWORKS, INC.; TEXSCAN CORPORATION; POWER GUARD, INC.; 4HOME, INC.; ACADIA AIC, INC.; AEROCAST, INC.; BROADBUS TECHNOLOGIES, INC.; GENERAL INSTRUMENT CORPORATION; GENERAL INSTRUMENT AUTHORIZATION SERVICES, INC.; GENERAL INSTRUMENT INTERNATIONAL HOLDINGS, INC.; IMEDIA CORPORATION; JERROLD DC RADIO, INC.; LEAPSTONE SYSTEMS, INC.; MODULUS VIDEO, INC.; MOTOROLA WIRELINE NETWORKS, INC.; NETOPIA, INC.; NEXTLEVEL SYSTEMS (PUERTO RICO), INC.; QUANTUM BRIDGE COMMUNICATIONS, INC.; SETJAM, INC.; SUNUP DESIGN SYSTEMS, INC.; UCENTRIC SYSTEMS, INC.; GIC INTERNATIONAL HOLDCO LLC; GIC INTERNATIONAL CAPITAL LLC; CCE SOFTWARE LLC; THE GI REALTY TRUST 1996
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CHANGE OF NAME Recorded Mar 14, 2017
From: ARRIS ENTERPRISES INC
To: ARRIS ENTERPRISES LLC
Reel/Frame 041995/0031 →
SECURITY AGREEMENT Recorded May 28, 2013
From: ARRIS GROUP, INC.; ARRIS ENTERPRISES, INC.; ARRIS SOLUTIONS, INC.; ARRIS KOREA, INC.; ARRIS HOLDINGS CORP. OF ILLINOIS; BIGBAND NETWORKS, INC.; TEXSCAN CORPORATION; POWER GUARD, INC.; 4HOME, INC.; ACADIA AIC, INC.; AEROCAST, INC.; BROADBUS TECHNOLOGIES, INC.; GENERAL INSTRUMENT CORPORATION; GENERAL INSTRUMENT AUTHORIZATION SERVICES, INC.; GENERAL INSTRUMENT INTERNATIONAL HOLDINGS, INC.; IMEDIA CORPORATION; JERROLD DC RADIO, INC.; LEAPSTONE SYSTEMS, INC.; MODULUS VIDEO, INC.; MOTOROLA WIRELINE NETWORKS, INC.; NETOPIA, INC.; NEXTLEVEL SYSTEMS (PUERTO RICO), INC.; QUANTUM BRIDGE COMMUNICATIONS, INC.; SETJAM, INC.; SUNUP DESIGN SYSTEMS, INC.; UCENTRIC SYSTEMS, INC.; GIC INTERNATIONAL HOLDCO LLC; GIC INTERNATIONAL CAPITAL LLC; CCE SOFTWARE LLC; THE GI REALTY TRUST 1996
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 030498/0023 →
MERGER Recorded Apr 16, 2013
From: ARRIS GROUP, INC.
To: ARRIS ENTERPRISES, INC.
Reel/Frame 030228/0330 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 23, 2010
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SECURITY AGREEMENT Recorded Jun 23, 2009
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Reel/Frame 022860/0896 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 17, 2007
From: YANG, KYEONG HO
To: EG TECHNOLOGY, INC.
Reel/Frame 019564/0337 →