CA2097951A1 - Compression and reconstruction of radiological images - Google Patents
Compression and reconstruction of radiological imagesInfo
- Publication number
- CA2097951A1 CA2097951A1 CA2097951A CA2097951A CA2097951A1 CA 2097951 A1 CA2097951 A1 CA 2097951A1 CA 2097951 A CA2097951 A CA 2097951A CA 2097951 A CA2097951 A CA 2097951A CA 2097951 A1 CA2097951 A1 CA 2097951A1
- Authority
- CA
- Canada
- Prior art keywords
- image
- compression
- present
- compression scheme
- scheme
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/85—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using pre-processing or post-processing specially adapted for video compression
- H04N19/86—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using pre-processing or post-processing specially adapted for video compression involving reduction of coding artifacts, e.g. of blockiness
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/124—Quantisation
- H04N19/126—Details of normalisation or weighting functions, e.g. normalisation matrices or variable uniform quantisers
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/154—Measured or subjectively estimated visual quality after decoding, e.g. measurement of distortion
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/30—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using hierarchical techniques, e.g. scalability
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/50—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding
- H04N19/503—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding involving temporal prediction
- H04N19/51—Motion estimation or motion compensation
- H04N19/527—Global motion vector estimation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/124—Quantisation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/60—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using transform coding
Abstract
The present invention provides for a compression scheme (10) tailored to the compression of large radiological images processed with image processing workstations.
The compression scheme (10) is a variation of the CCITT JPEG compression scheme with special care taken to suppress blocking effects of the 8x8 discrete cosine transform used therein. In accordance with the present invention, an original image (11) is downsampled (12), then interpolated (14) back to its original size, resulting in a smoothed image (14a). The difference (13) between the smoothed image (14a) and the original image (11) is then compressed (15) using an 8x8 discrete cosine transform with 12 bit data. Major artifacts present in the original image (11) are due to the mis-matching of the low frequency components of the image at the edges of the blocks.
When the low frequencies are removed by subtracting out the low frequency components, the artifacts disappear except in areas having very large dynamic changes. The compression scheme (10) of the present invention is particularly useful for archiving or telecommunicating images, achieving compression of more than 10:1 without losing the characteristics of the radiological image that permit effective diagnosis. A
reconstruction scheme is also disclosed which allows recovery of the image (11) from a compressed image file.
The compression scheme (10) is a variation of the CCITT JPEG compression scheme with special care taken to suppress blocking effects of the 8x8 discrete cosine transform used therein. In accordance with the present invention, an original image (11) is downsampled (12), then interpolated (14) back to its original size, resulting in a smoothed image (14a). The difference (13) between the smoothed image (14a) and the original image (11) is then compressed (15) using an 8x8 discrete cosine transform with 12 bit data. Major artifacts present in the original image (11) are due to the mis-matching of the low frequency components of the image at the edges of the blocks.
When the low frequencies are removed by subtracting out the low frequency components, the artifacts disappear except in areas having very large dynamic changes. The compression scheme (10) of the present invention is particularly useful for archiving or telecommunicating images, achieving compression of more than 10:1 without losing the characteristics of the radiological image that permit effective diagnosis. A
reconstruction scheme is also disclosed which allows recovery of the image (11) from a compressed image file.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US906,787 | 1992-06-30 | ||
US07/906,787 US5289548A (en) | 1992-06-30 | 1992-06-30 | Compression and reconstruction of radiological images |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2097951A1 true CA2097951A1 (en) | 1993-12-31 |
CA2097951C CA2097951C (en) | 1999-08-17 |
Family
ID=25422977
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002097951A Expired - Fee Related CA2097951C (en) | 1992-06-30 | 1993-06-08 | Compression and reconstruction of radiological images |
Country Status (5)
Country | Link |
---|---|
US (1) | US5289548A (en) |
EP (1) | EP0577363B1 (en) |
JP (1) | JP3182260B2 (en) |
CA (1) | CA2097951C (en) |
DE (1) | DE69320117T2 (en) |
Families Citing this family (50)
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JPH04101278A (en) * | 1990-08-20 | 1992-04-02 | Fuji Photo Film Co Ltd | Image filing device |
JPH0563996A (en) * | 1991-09-02 | 1993-03-12 | Ricoh Co Ltd | Image processor |
JP3235903B2 (en) * | 1992-06-11 | 2001-12-04 | 株式会社リコー | Still camera |
EP0607484B1 (en) * | 1993-01-20 | 1998-09-09 | Samsung Electronics Co. Ltd. | Method and device for encoding and decoding image data |
JPH06350854A (en) * | 1993-06-10 | 1994-12-22 | Matsushita Electric Ind Co Ltd | Picture compression encoding device |
JPH0723389A (en) * | 1993-06-28 | 1995-01-24 | Toshiba Corp | Picture processor |
US6137922A (en) | 1994-03-02 | 2000-10-24 | Raytheon Company | Method and apparatus for compressing and expanding digital data |
US5822456A (en) * | 1994-07-14 | 1998-10-13 | Johnson-Grace | Optimal spline interpolation for image compression |
US5896465A (en) * | 1995-06-20 | 1999-04-20 | Harris Corporation | Reverse prioritized image transmission |
US5842004A (en) * | 1995-08-04 | 1998-11-24 | Sun Microsystems, Inc. | Method and apparatus for decompression of compressed geometric three-dimensional graphics data |
AU711488B2 (en) * | 1995-09-12 | 1999-10-14 | Koninklijke Philips Electronics N.V. | Hybrid waveform and model-based encoding and decoding of image signals |
US6487317B1 (en) | 1996-01-16 | 2002-11-26 | Eastman Kodak Company | Conjugate-channel compression of images to be multitoned |
JPH09252468A (en) * | 1996-03-15 | 1997-09-22 | Minolta Co Ltd | Image compression device |
US6115486A (en) * | 1996-11-06 | 2000-09-05 | Quinton Instrument Company | Teleradiology system for the storage and transmission of angiographic and related image sequences |
US6510246B1 (en) * | 1997-09-29 | 2003-01-21 | Ricoh Company, Ltd | Downsampling and upsampling of binary images |
AU728938B2 (en) * | 1997-09-29 | 2001-01-18 | Canon Kabushiki Kaisha | A method for data compression |
US6285796B1 (en) * | 1997-11-03 | 2001-09-04 | Intel Corporation | Pseudo-fixed length image compression scheme |
US6697525B1 (en) | 1998-10-02 | 2004-02-24 | Parthusceva Ltd. | System method and apparatus for performing a transform on a digital image |
US6476873B1 (en) * | 1998-10-23 | 2002-11-05 | Vtel Corporation | Enhancement of a selectable region of video |
EP1081958B1 (en) | 1999-08-31 | 2006-02-01 | Lucent Technologies Inc. | Method and apparatus for macroblock DC and AC coefficient prediction for video coding |
US6912317B1 (en) | 1999-11-24 | 2005-06-28 | General Electric Company | Medical image data compression employing image descriptive information for optimal compression |
US7050639B1 (en) | 1999-11-24 | 2006-05-23 | General Electric Company | Image data compression employing multiple compression code tables |
US6795583B1 (en) | 1999-11-24 | 2004-09-21 | General Electric Company | Image data compression employing embedded compression and decompression codes |
US6792151B1 (en) | 1999-11-24 | 2004-09-14 | General Electric Company | Image data compression employing optimal subregion compression |
US6633674B1 (en) | 1999-11-24 | 2003-10-14 | General Electric Company | Picture archiving and communication system employing improved data compression |
US7106890B1 (en) * | 1999-12-21 | 2006-09-12 | General Electric Company | Enterprise-wide data access techniques |
US6868186B1 (en) | 2000-07-13 | 2005-03-15 | Ceva D.S.P. Ltd. | Visual lossless image compression |
US6754384B1 (en) * | 2000-08-30 | 2004-06-22 | Eastman Kodak Company | Method for processing an extended color gamut digital image using an image information parameter |
US6520910B1 (en) * | 2000-10-13 | 2003-02-18 | Ge Medical Systems Information Technologies, Inc. | Method and system of encoding physiological data |
US6792044B2 (en) * | 2001-05-16 | 2004-09-14 | Koninklijke Philips Electronics N.V. | Method of and system for activity-based frequency weighting for FGS enhancement layers |
US6895055B2 (en) * | 2001-10-29 | 2005-05-17 | Koninklijke Philips Electronics N.V. | Bit-rate guided frequency weighting matrix selection |
US6592523B2 (en) * | 2001-11-21 | 2003-07-15 | Ge Medical Systems Global Technology Company, Llc | Computationally efficient noise reduction filter for enhancement of ultrasound images |
US6985635B2 (en) * | 2002-04-22 | 2006-01-10 | Koninklijke Philips Electronics N.V. | System and method for providing a single-layer video encoded bitstreams suitable for reduced-complexity decoding |
US20040226124A1 (en) * | 2003-05-16 | 2004-11-18 | Silva Sandra S. | Multi-color faux art palette |
JP4127537B2 (en) * | 2004-02-04 | 2008-07-30 | 富士フイルム株式会社 | Image processing method, apparatus, and program |
US20050207660A1 (en) * | 2004-03-16 | 2005-09-22 | Sozotek, Inc. | System and method for reduction of compressed image artifacts |
KR20050102804A (en) * | 2004-04-23 | 2005-10-27 | 삼성전자주식회사 | Image compressing apparatus for processing deblocking by generating and using assistant image and method thereof |
WO2006064422A1 (en) * | 2004-12-13 | 2006-06-22 | Koninklijke Philips Electronics N.V. | Scalable picture encoding |
US9060172B2 (en) * | 2005-09-15 | 2015-06-16 | Sri International | Methods and systems for mixed spatial resolution video compression |
US7706626B2 (en) | 2005-12-20 | 2010-04-27 | Carestream Health, Inc. | Digital image reconstruction using inverse spatial filtering |
US7760960B2 (en) * | 2006-09-15 | 2010-07-20 | Freescale Semiconductor, Inc. | Localized content adaptive filter for low power scalable image processing |
US8218908B2 (en) | 2006-11-02 | 2012-07-10 | Canon Kabushiki Kaisha | Mixed content image compression with two edge data representations |
US8849051B2 (en) * | 2007-09-17 | 2014-09-30 | Nvidia Corporation | Decoding variable length codes in JPEG applications |
EP2257072A1 (en) * | 2009-05-27 | 2010-12-01 | Nxp B.V. | Image and video coding |
US20120128065A1 (en) * | 2009-08-06 | 2012-05-24 | Panasonic Corporation | Coding method, decoding method, coding apparatus, and decoding apparatus |
KR20110033679A (en) * | 2009-09-25 | 2011-03-31 | 삼성전자주식회사 | Image transmission system of robot based on network and method thereof |
US8913040B2 (en) * | 2010-11-05 | 2014-12-16 | Apple Inc. | Downsampling data for crosstalk compensation |
CN105122298B (en) * | 2013-03-29 | 2019-11-01 | 皇家飞利浦有限公司 | Image registration |
US20180024215A1 (en) * | 2016-07-21 | 2018-01-25 | Yudong Zhu | Signal coding and structure modeling for imaging |
CN109544502B (en) * | 2018-09-25 | 2023-06-30 | 中山大学 | JPEG image downsampling factor estimation method |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4665436A (en) * | 1985-12-20 | 1987-05-12 | Osborne Joseph A | Narrow bandwidth signal transmission |
US4745474A (en) * | 1987-04-17 | 1988-05-17 | General Electric Company | Two resolution level DPCM system |
US4774574A (en) * | 1987-06-02 | 1988-09-27 | Eastman Kodak Company | Adaptive block transform image coding method and apparatus |
EP0339589A3 (en) * | 1988-04-28 | 1992-01-02 | Sharp Kabushiki Kaisha | Orthogonal transform coding system for image data |
US4939645A (en) * | 1988-09-09 | 1990-07-03 | Kabushiki Kaisha Toshiba | Method and apparatus to reduce transform compression visual artifacts in medical images |
US5170264A (en) * | 1988-12-10 | 1992-12-08 | Fuji Photo Film Co., Ltd. | Compression coding device and expansion decoding device for a picture signal |
US5046121A (en) * | 1989-01-31 | 1991-09-03 | Konica Corporation | Image data compression apparatus |
US5063608A (en) * | 1989-11-03 | 1991-11-05 | Datacube Inc. | Adaptive zonal coder |
-
1992
- 1992-06-30 US US07/906,787 patent/US5289548A/en not_active Expired - Lifetime
-
1993
- 1993-06-08 CA CA002097951A patent/CA2097951C/en not_active Expired - Fee Related
- 1993-06-28 EP EP93305022A patent/EP0577363B1/en not_active Expired - Lifetime
- 1993-06-28 DE DE69320117T patent/DE69320117T2/en not_active Expired - Fee Related
- 1993-06-28 JP JP17858993A patent/JP3182260B2/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
EP0577363A1 (en) | 1994-01-05 |
DE69320117T2 (en) | 1999-04-22 |
JPH06224769A (en) | 1994-08-12 |
US5289548A (en) | 1994-02-22 |
EP0577363B1 (en) | 1998-08-05 |
DE69320117D1 (en) | 1998-09-10 |
JP3182260B2 (en) | 2001-07-03 |
CA2097951C (en) | 1999-08-17 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKLA | Lapsed |