IP Library Granted Patent US 7,031,534
Granted Patent B2
US 7,031,534 · App. 10/002,070 · Granted Apr 18, 2006

Enhancement of compressed image data

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Quick Facts
Patent No.
US 7,031,534
App. No.
10/002,070
Granted
Apr 18, 2006
Kind
B2
Abstract

A xerographic apparatus, a printer, a printer server, and the like processes wavelet domain image data and includes means for receiving the wavelet domain image data representative of an input digital image. The wavelet domain image data may be formatted as a JPEG 2000 compressed file or other wavelet domain file including N levels of wavelet decompositions. An M-level extractor extracts an Mth level wavelet decomposition from the wavelet domain image data where M is <N. The extracted Mth level wavelet decomposition is a low resolution representation of the input digital image. An image enhancement system receives the extracted Mth level wavelet decomposition and derives an enhancement process such as a tone reproduction curve, a sharpness filter, and the like from the extracted Mth level wavelet decomposition. The enhancement process is used to enhance a higher resolution representation of the digital input image.

Claims (41)

1. An image processing method comprising:

receiving packets of compressed image data;

decompressing a first subset of the compressed image data, the first subset being less than a complete set; and

from the subset, determining an adjustment to be applied to the image data.

2. The image processing method as set forth in claim 1 , further comprising:

continued decompressing additional subsets of the compressed image data resulting in a decompressed image at a desired resolution; and

applying the adjustment to the decompressed image.

3. The image processing method as set forth in claim 1 , further comprising:

incorporating the adjustment into the compressed image data; and

storing compressed image data incorporating the adjustment.

4. The image processing method as set forth in claim 3 , wherein the step of incorporating the adjustment into the compressed image data includes bind thereto at least one of a tone reproduction curve and a sharpness filter which have been generated therefor.

5. An image processing method comprising:

receiving wavelet-domain data defining a digital image, the wavelet-domain data comprising N levels of decomposition;

inputting M levels of decomposition into an automated image enhancement system, where M is less than N;

from the M levels of decomposition, deriving at least one of a correction tone reproduction curve and a sharpness filter for enhancement of the input digital image data;

decompressing the image data to obtain decompressed image data representing the input digital image at a selected level of decomposition; and,

using the at least one of said final tone reproduction curve and said sharpness filter to enhance the decompressed image data.

6. The image processing method as set forth in claim 5 , further comprising:

storing the at least one of said final tone reproduction curve and said sharpness filter for subsequent use in enhancing the digital image.

7. The image processing method as set forth in claim 5 , wherein the step of inputting M levels of decomposition into an automated image enhancement system comprises inputting the M levels of decomposition to at least one of an exposure enhancement module, a color balance enhancement module, a contrast enhancement module, and a luminance enhancement module, said at least one module receiving the M levels of decomposition and deriving a respective tone reproduction curve.

8. The image processing method as set forth in claim 6 , wherein the step of storing the at least one of the final correction tone reproduction curve and the sharpness filter for subsequent use comprises binding the at least one of the final correction tone reproduction curve and sharpness filter to the received image data.

9. The image processing method as set forth in claim 7 , wherein the step of inputting the M levels of decomposition to an automated image enhancement system further comprises inputting the M levels of decomposition to a sharpness enhancement module that derives a sharpness filter based upon the M levels of decomposition.

10. A wavelet-domain image processing method comprising:

receiving image data defining an N-level wavelet decomposition of a digital image, each of level n=1 to N of said decomposition including a horizontal subband H, a vertical subband V and a diagonal subband D; and

performing image enhancement analysis on an Mth level wavelet decomposition, where M is less than N.

11. A xerographic apparatus which processes wavelet-domain image data comprising:

means for receiving the wavelet-domain image data representative of an input digital image, said wavelet-domain image data including N-levels of wavelet decompositions;

an M-level extractor which extracts an Mth level wavelet decomposition from the wavelet-domain image data where M is less than N, the extracted Mth level wavelet decomposition being a low resolution representation of the input digital image; and

an image enhancement system which receives the extracted Mth level wavelet decomposition, the system deriving an enhancement process from the extracted Mth level wavelet decomposition to adjust a high resolution representation of the input digital image.

12. The apparatus for processing wavelet-domain image data as set forth in claim 11 , where the enhancement process derived by the image enhancement system comprises a tone reproduction curve.

13. The apparatus for processing wavelet-domain image data as set forth in claim 11 , where the enhancement process derived by the image enhancement system comprises a sharpness filter.

14. The apparatus for processing wavelet-domain image data as set forth in claim 11 , further comprising:

means for converting the wavelet-domain image data into the high resolution representation of the input digital image; and,

a processor which applies the enhancement process to the high resolution representation of the input digital image provided by the converting means.

15. The apparatus for processing wavelet-domain image data as set forth in claim 11 , further comprising:

a storage which at least temporarily stores the enhancement process for subsequent use in enhancing the input digital image.

16. The apparatus for processing wavelet-domain image data as set forth in claim 15 , where the storage comprises data representative of the enhancement process inserted in the wavelet-domain image data.

17. The apparatus for processing wavelet-domain image data as set forth in claim 11 , where the image enhancement system comprises:

at least one of an exposure enhancement module, a color balance enhancement module, a contrast enhancement module, and a luminance enhancement module, said at least one module receiving and deriving a respective tone reproduction curve based upon at least the extracted Mth level wavelet decomposition; and,

a combiner which combines derived tone reproduction curves into a final correction tone reproduction curve.

18. The apparatus for processing wavelet-domain image data as set forth in claim 11 , where image enhancement system further comprises a sharpness enhancement module that derives a sharpness filter based upon the extracted Mth level wavelet decomposition.

Assignments (12)
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS RECORDED AT RF 064760/0389 Recorded Feb 13, 2024
From: CITIBANK, N.A., AS COLLATERAL AGENT
To: XEROX CORPORATION
Reel/Frame 068261/0001 →
SECURITY INTEREST Recorded Feb 13, 2024
From: XEROX CORPORATION
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 066741/0001 →
SECURITY INTEREST Recorded Nov 20, 2023
From: XEROX CORPORATION
To: JEFFERIES FINANCE LLC, AS COLLATERAL AGENT
Reel/Frame 065628/0019 →
SECURITY INTEREST Recorded Jun 22, 2023
From: XEROX CORPORATION
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 064760/0389 →
RELEASE OF SECURITY INTEREST IN PATENTS AT R/F 062740/0214 Recorded May 18, 2023
From: CITIBANK, N.A., AS AGENT
To: XEROX CORPORATION
Reel/Frame 063694/0122 →
SECURITY INTEREST Recorded Nov 10, 2022
From: XEROX CORPORATION
To: CITIBANK, N.A., AS AGENT
Reel/Frame 062740/0214 →
RELEASE OF SECURITY INTEREST Recorded Sep 7, 2022
From: JPMORGAN CHASE BANK, N.A. AS SUCCESSOR-IN-INTEREST ADMINISTRATIVE AGENT AND COLLATERAL AGENT TO JPMORGAN CHASE BANK
To: XEROX CORPORATION
Reel/Frame 066728/0193 →
RELEASE OF SECURITY INTEREST Recorded Sep 7, 2022
From: JPMORGAN CHASE BANK, N.A. AS SUCCESSOR-IN-INTEREST ADMINISTRATIVE AGENT AND COLLATERAL AGENT TO BANK ONE, N.A.
To: XEROX CORPORATION
Reel/Frame 061388/0388 →
RELEASE OF SECURITY INTEREST Recorded Feb 15, 2016
From: BANK ONE, NA
To: XEROX CORPORATION
Reel/Frame 037736/0638 →
SECURITY AGREEMENT Recorded Oct 31, 2003
From: XEROX CORPORATION
To: JPMORGAN CHASE BANK, AS COLLATERAL AGENT
Reel/Frame 015134/0476 →
SECURITY AGREEMENT Recorded Jul 30, 2002
From: XEROX CORPORATION
To: BANK ONE, NA, AS ADMINISTRATIVE AGENT
Reel/Frame 013111/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 31, 2001
From: BUCKLEY, ROBERT R.
To: XEROX CORPORATION
Reel/Frame 012354/0836 →