CN107801031B - A kind of lossless compression-encoding method to pure three primary colors image data - Google Patents

A kind of lossless compression-encoding method to pure three primary colors image data Download PDF

Info

Publication number
CN107801031B
CN107801031B CN201711099076.4A CN201711099076A CN107801031B CN 107801031 B CN107801031 B CN 107801031B CN 201711099076 A CN201711099076 A CN 201711099076A CN 107801031 B CN107801031 B CN 107801031B
Authority
CN
China
Prior art keywords
pixel value
pixel
picture
compressed
data
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.)
Expired - Fee Related
Application number
CN201711099076.4A
Other languages
Chinese (zh)
Other versions
CN107801031A (en
Inventor
骆演达
李东良
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangzhou Wuqi Technology Co Ltd
Original Assignee
Guangzhou Wuqi Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Guangzhou Wuqi Technology Co Ltd filed Critical Guangzhou Wuqi Technology Co Ltd
Priority to CN201711099076.4A priority Critical patent/CN107801031B/en
Publication of CN107801031A publication Critical patent/CN107801031A/en
Application granted granted Critical
Publication of CN107801031B publication Critical patent/CN107801031B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
    • H04N19/182Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being a pixel
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
    • H04N19/186Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being a colour or a chrominance component
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/42Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/42Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation
    • H04N19/423Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation characterised by memory arrangements

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
  • Compression Of Band Width Or Redundancy In Fax (AREA)

Abstract

The present invention relates to a kind of lossless compression-encoding methods to pure three primary colors image data, its by by the pixel Value Data of pixel each in picture to be compressed compared with a specified pixel value, if equal be recorded as the decimal system 1, otherwise it is recorded as the decimal system 0 and records the value of pixel, so sequence is relatively got off repeatedly and by algorithm combination at a byte records, circulation compares the new picture data files having compressed that the pixel value comprising byte data and all storages after specified pixel value, all synthesis is ultimately generated until picture data files tail to be compressed.Of the invention provides a kind of image data lossless compression method to the lossless compression-encoding method of pure three primary colors image data, can overcome the problems, such as that picture compression compression ratio is low in the prior art, compression effectiveness is insufficient and lossy compression;Even the discontinuous duplicate pixel of dispersion could be used that less byte to record, image data compression ratio is improved, and keep image data intact.

Description

A kind of lossless compression-encoding method to pure three primary colors image data
Technical field
The present invention relates to picture compression technical fields, concretely relate to a kind of to the lossless of pure three primary colors image data Compaction coding method.
Background technique
Currently, well known picture compression method has lossy compression method and lossless compression.
Lossless compression usually has run length encoding, the basic principle is that color value in one scan line is identical adjacent Pixel indicates that first character section is a count value with two bytes, is used for the duplicate number of specified pixel;Second byte It is the value of specific pixel.Lossless compression can save better the quality of image, but if it is changeable to encounter picture pixels, together The location of pixels of value is also changeable dispersion, will result in the byte number of the count value for recording the duplicate number of specified pixel Amount becomes larger, and two bytes can only record a pixel, so that the compression ratio of this method is relatively low.
Lossy compression method is usually that color space is reduced to common color in image.Selected color is defined on pressure In the palette of contracting image head, each pixel in image is indicated with color index in palette, this method can with tremble Dynamic (en:dithering) is used together with fuzzy color boundary.Lossy compression has following methods:
Coloration sampling;This is utilized human eye and is much larger than color change for the sensibility of brightness change, can thus incite somebody to action It is even more that colouring information in image reduces half.
Transition coding;The Fourier correlating transforms as discrete cosine transform (DCT) or wavelet transformation are used first, Then it carries out quantization and is compressed with entropy coding method.
Fractal compression (en:Fractal compression);It searches self similarity part in figure and leads to compression time mistake It is long.
Slower, the picture is incomplete that solution presses out, to limit using the suitable speed of lossy compression method compression and decompression The uses of some occasions for needing full picture.
Summary of the invention
For the deficiencies of the prior art, the present invention provides a kind of lossless compression-encoding sides to pure three primary colors image data Method.
The specific technical solution of lossless compression-encoding method to pure three primary colors image data of the invention is as follows:
A kind of lossless compression-encoding method to pure three primary colors image data, treats compressed picture by sequence from first to last Each of pixel handled;Processing step is as follows:
S1: the pixel Value Data of pixel in picture to be compressed is extracted;
S2: compared with the pixel Value Data of the pixel of extraction is carried out repeatedly with a specified pixel value;Wherein, will with it is described The pixel value of the identical pixel of specified pixel value presses step S3 processing;Wherein, by with the specified pixel value not phase The pixel value of the pixel presses step S4 processing;
S3: the pixel value is recorded as the decimal system 1;
S4: the pixel value is recorded as the decimal system 0 and stores the pixel value of the pixel;
S5: all decimal systems 0 of all decimal systems 1 of step S3 record and step S4 record are passed through into algorithm And it synthesizes a byte and stores;
S6: judge pixel data handled by the step S5 whether be the picture to be compressed data tail;If described Pixel data is not the data tail of the picture to be compressed, then handles by step S7;If the pixel data is described to be compressed The data tail of picture is then handled by step S8;
S7: next pixel data in the picture to be compressed is handled by the method for the step S1-S6;
S8: by the specified pixel value, all byte datas after step S5 synthesis and all step S4 The pixel value of middle storage is combined into new picture pixels file, to realize the compression to the picture to be compressed.
Lossless compression-encoding method to pure three primary colors image data of the invention is by by picture each in picture to be compressed The pixel Value Data of element is recorded as compared with a specified pixel value, and by the pixel value of pixel identical with specified pixel value 1, the pixel value of the pixel different from specified pixel value is recorded as 0 and records the value of pixel, so sequence relatively repeatedly simultaneously Got off by algorithm combination at a byte records, each (bit) corresponding value of this byte is the specified pixel of front Value either other pixel values, circulation compare the new picture for ultimately generating and having compressed until picture data files tail to be compressed Data file, new data file include the specified pixel value, all byte datas and institute after step S5 synthesis There is the pixel value stored in the step S4, to achieve the purpose that the compression of image data.
Through the above technical solutions, the lossless compression-encoding method of the invention to pure three primary colors image data provides one Kind image data lossless compression method, can be improved image data compression ratio, and keep picture is complete lossless;It can overcome existing The problem of picture compression compression ratio is low in technology, compression effectiveness is insufficient and lossy compression;Even dispersion is discontinuous duplicate Pixel could be used that less byte to record, and improve image data compression ratio, and keep image data intact.
According to a preferred embodiment, the specified pixel value are as follows: complete by picture to be compressed described in sequence analogy That most pixel value of quantity in the picture to be compressed that portion's pixel obtains, described.
According to a preferred embodiment, the specified pixel value is one in decimal system 0-255.
According to a preferred embodiment, in the step S2, the pixel Value Data of the pixel of extraction and institute The number that specified pixel value compares is stated to be total up to 8 times.
According to a preferred embodiment, in the step S5, be will be recorded by the step S3 all ten into 8 data that all decimal systems 0 of system 1 and step S4 record form pass through algorithm and synthesize a byte and store.
According to a preferred embodiment, in the step S5, the algorithm is the institute that records the step S3 There are all decimal systems 0 of the decimal system 1 and step S4 record respectively with two factorization, remainder is converted into multiple binary systems simultaneously Synthesize a byte storage.
According to a preferred embodiment, the algorithm is all decimal systems 1 that will be recorded by the step S3 and institute 8 data for stating the composition of all decimal systems 0 of step S4 record use two factorization respectively, and remainder is converted into 8 binary systems simultaneously Synthesize a byte storage.
Compared with prior art, the lossless compression-encoding method of the invention to pure three primary colors image data has and has as follows Beneficial effect:
Lossless compression-encoding method to pure three primary colors image data of the invention is by by picture each in picture to be compressed The pixel Value Data of element is recorded as compared with a specified pixel value, and by the pixel value of pixel identical with specified pixel value 1, the pixel value of the pixel different from specified pixel value is recorded as 0 and records the value of pixel, so sequence relatively repeatedly simultaneously Got off by algorithm combination at a byte records, each (bit) corresponding value of this byte is the specified pixel of front Value either other pixel values, circulation compare the new picture for ultimately generating and having compressed until picture data files tail to be compressed Data file, new data file include the specified pixel value, all byte datas and institute after step S5 synthesis There is the pixel value stored in the step S4, to achieve the purpose that the compression of image data.
Through the above technical solutions, the lossless compression-encoding method of the invention to pure three primary colors image data provides one Kind image data lossless compression method, can be improved image data compression ratio, and keep picture is complete lossless;It can overcome existing The problem of picture compression compression ratio is low in technology, compression effectiveness is insufficient and lossy compression;Even dispersion is discontinuous duplicate Pixel could be used that less byte to record, and improve image data compression ratio, and keep image data intact.
Detailed description of the invention
Fig. 1 is the present invention to a kind of stream of preferred embodiment in the lossless compression-encoding method of pure three primary colors image data Cheng Tu.
Specific embodiment
Compression of images refers to why the data volume for reducing and indicating to need when digital picture, image data can be compressed, just It is because there is redundancies in data.The redundancy of image data is mainly shown as: the correlation in image between adjacent pixel causes Spatial redundancy;There are time redundancies caused by correlation between different frame in image sequence;Different color planes or spectral band Correlation caused by spectral redundancy.The purpose of data compression is exactly to reduce to indicate data institute by removing these data redundancies The bit number needed.
The lossless compression-encoding method of the invention to pure three primary colors image data is carried out with reference to the accompanying drawing detailed Explanation.
A kind of lossless compression-encoding method to pure three primary colors image data, treats compressed picture by sequence from first to last Each of pixel handled;Processing step is as follows:
S1: the pixel Value Data of pixel in picture to be compressed is extracted.
S2: compared with the pixel Value Data of the pixel of extraction is carried out repeatedly with a specified pixel value;And will with it is described The pixel value of the identical pixel of specified pixel value presses step S3 processing;By the picture with the specified pixel value not phase The pixel value of element presses step S4 processing;
Wherein, the specified pixel value be obtained by picture to be compressed whole pixel described in sequence analogy, it is described to That most pixel value of quantity in compressed picture;It is one in decimal system 0-255;
Also, number of the pixel Value Data for the pixel extracted compared with the specified pixel value is total up to 8 times.It is logical Can just be formed by crossing 8 comparisons in total and record by 8 of a byte.
S3: the pixel value is recorded as the decimal system 1.
S4: the pixel value is recorded as the decimal system 0 and stores the pixel value of the pixel.
S5: all decimal systems 0 of all decimal systems 1 of step S3 record and step S4 record are passed through into algorithm And it synthesizes a byte and stores.
It preferably, is to remember all decimal systems 1 recorded by the step S3 and the step S4 in the step S5 8 data that all decimal systems 0 of record form pass through algorithm and synthesize a byte and store.
The algorithm is all decimal systems 0 for recording the step S3 all decimal systems 1 recorded and the step S4 Respectively with two factorization, remainder is converted into multiple binary systems and synthesizes a byte storage.
Specifically, the institute that the algorithm records for all decimal systems 1 that will be recorded by the step S3 and the step S4 Two factorization are used respectively by 8 data that the decimal system 0 forms, and remainder is converted into 8 binary systems and synthesizes a byte storage.
Such as: (D indicates that the decimal system, B indicate binary system)
1 turn of binary system of decimal integer:
1/2=0 mores than 1, the result is that 1 (D)=00000001 (B);
0 turn of binary system of decimal integer:
0/2=0 mores than 0, the result is that 0 (D)=00000000 (B);
8 binary systems are merged into a byte:
1→00000001(B)
2→00000000(B)
3→00000001(B)
4→00000001(B)
5→00000001(B)
6→00000000(B)
7→00000001(B)
8→00000001(B)
Sequentially 1 obtains 00000010 (B) plus sequentially 2 00000010 (B) is obtained to moving to left one, and obtained end value is again To move to left one obtain 00000100 (B) along with sequence 3 obtain 00000101 (B) be moved a bit further plus sequence 4, so shift The byte of 10111011 (B) 8 bits is finally obtained with cumulative 8 times.
S6: judge pixel data handled by the step S5 whether be the picture to be compressed data tail;If described Pixel data is not the data tail of the picture to be compressed, then handles by step S7;If the pixel data is described to be compressed The data tail of picture is then handled by step S8.
S7: next pixel data in the picture to be compressed is handled by the method for the step S1-S6.
S8: by the specified pixel value, all byte datas after step S5 synthesis and all step S4 The pixel value of middle storage is combined into new picture pixels file, to realize the compression to the picture to be compressed.
Illustrate the present invention to a kind of preferred in the lossless compression-encoding method of pure three primary colors image data with reference to the accompanying drawing Embodiment.
Fig. 1 shows the present invention to a kind of preferred embodiment in the lossless compression-encoding method of pure three primary colors image data Flow chart.
As shown in Figure 1, the present invention to the specific main flow of lossless compression-encoding method of pure three primary colors image data such as Under:
Step 1: program brings into operation;
Step 2: extracting the pixel Value Data of picture pixels and compared with specified pixel value carries out 8 times;
Step 3: the pixel value of the pixel identical with the specified pixel value is recorded as ten in comparison procedure System 1;The decimal system 0 will be recorded as with the pixel value of the specified pixel value not pixel of phase and store the picture of the pixel Element value;
Step 4: 8 decimal datas being made of above-mentioned all decimal systems 1 and all decimal systems 0 are passed through two respectively Factorization, remainder are converted into 8 binary systems and synthesize a byte storage;
Step 5: judging whether image data tail;If being judged as NO pixel value number of the Hui Ze to second step to next pixel According to being handled, the 6th step is otherwise run to;
Step 6: the picture pixels value of specified pixel value, the byte data of storage synthesized more afterwards and storage is combined into New picture pixels file;
Step 7: terminating.
Lossless compression-encoding method to pure three primary colors image data of the invention is by by picture each in picture to be compressed The pixel Value Data of element is recorded as compared with a specified pixel value, and by the pixel value of pixel identical with specified pixel value 1, the pixel value of the pixel different from specified pixel value is recorded as 0 and records the value of pixel, so sequence relatively repeatedly simultaneously Got off by algorithm combination at a byte records, each (bit) corresponding value of this byte is the specified pixel of front Value either other pixel values, circulation compare the new picture for ultimately generating and having compressed until picture data files tail to be compressed Data file, new data file include the specified pixel value, all byte datas and institute after step S5 synthesis There is the pixel value stored in the step S4, to achieve the purpose that the compression of image data.
Through the above technical solutions, the lossless compression-encoding method of the invention to pure three primary colors image data provides one Kind image data lossless compression method, can be improved image data compression ratio, and keep picture is complete lossless;It can overcome existing The problem of picture compression compression ratio is low in technology, compression effectiveness is insufficient and lossy compression;Even dispersion is discontinuous duplicate Pixel could be used that less byte to record, and improve image data compression ratio, and keep image data intact.
It should be noted that all features disclosed in this specification or disclosed all methods or in the process the step of, Other than mutually exclusive feature and/or step, it can combine in any way.
In addition, above-mentioned specific embodiment is exemplary, those skilled in the art can opening in the disclosure of invention It gives and finds out various solutions, and these solutions also belong to disclosure of the invention range and fall into protection of the invention Within the scope of.It will be understood by those skilled in the art that description of the invention and its attached drawing be it is illustrative and not constitute to power The limitation that benefit requires.Protection scope of the present invention is defined by the claims and their equivalents.

Claims (3)

1. a kind of lossless compression-encoding method to pure three primary colors image data, which is characterized in that right by sequence from first to last Each of picture to be compressed pixel is handled;Processing step is as follows:
S1: the pixel value of pixel in picture to be compressed is extracted;
S2: the pixel value of the pixel of extraction is compared with a specified pixel value;Judge whether number of comparisons reaches 8 times, If not reaching 8 times, the pixel value for extracting next pixel is compared with the specified pixel value, is so recycled, directly Reach 8 times to number of comparisons;Wherein, the pixel value of pixel identical with the specified pixel value is pressed into step S3 processing;Its In, step S4 processing will be pressed with the pixel value of the different pixel of specified pixel value;
S3: the pixel value of the pixel is recorded as the decimal system 1;
S4: the pixel value of the pixel is recorded as the decimal system 0 and stores the pixel value of the pixel;
S5: 8 that all decimal systems 1 recorded by the step S3 and the step the S4 all decimal systems 0 recorded are formed Data use two factorization respectively, and remainder is converted into 8 binary systems and synthesizes a byte storage;
S6: judge pixel Value Data handled by the step S5 whether be the picture to be compressed data tail;If the picture Plain Value Data is not the data tail of the picture to be compressed, then handles by step S7;If the pixel Value Data is described wait press The data tail of contract drawing piece is then handled by step S8;
S7: the pixel value of next pixel in the picture to be compressed is handled by the method for the step S1-S6;
S8: it will be deposited in the specified pixel value, all byte datas after step S5 synthesis and all step S4 The pixel value of storage is combined into new picture pixels file, to realize the compression to the picture to be compressed.
2. a kind of lossless compression-encoding method to pure three primary colors image data according to claim 1, which is characterized in that The specified pixel value are as follows:
That most picture of quantity in picture to be compressed obtained by picture to be compressed whole pixel described in sequence analogy, described Element value.
3. a kind of lossless compression-encoding method to pure three primary colors image data according to claim 2, which is characterized in that The specified pixel value is one in decimal system 0-255.
CN201711099076.4A 2017-11-09 2017-11-09 A kind of lossless compression-encoding method to pure three primary colors image data Expired - Fee Related CN107801031B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711099076.4A CN107801031B (en) 2017-11-09 2017-11-09 A kind of lossless compression-encoding method to pure three primary colors image data

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711099076.4A CN107801031B (en) 2017-11-09 2017-11-09 A kind of lossless compression-encoding method to pure three primary colors image data

Publications (2)

Publication Number Publication Date
CN107801031A CN107801031A (en) 2018-03-13
CN107801031B true CN107801031B (en) 2019-10-18

Family

ID=61547966

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711099076.4A Expired - Fee Related CN107801031B (en) 2017-11-09 2017-11-09 A kind of lossless compression-encoding method to pure three primary colors image data

Country Status (1)

Country Link
CN (1) CN107801031B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113256747B (en) * 2021-04-09 2023-10-20 福建升腾资讯有限公司 Bitmap index compression method, bitmap index decompression equipment and bitmap index medium
CN116170599B (en) * 2023-04-26 2023-07-25 长城信息股份有限公司 Synchronous real-time image compression method, system, medium and terminal

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101272442A (en) * 2007-03-21 2008-09-24 杭州波导软件有限公司 Digital image nondestructive compression method and device, resolution method and image encoder
CN102065203A (en) * 2009-12-17 2011-05-18 于培宁 Method for storing and processing image sequence
CN103491374A (en) * 2012-06-12 2014-01-01 京瓷办公信息***株式会社 Cell-based compression method of digital images and computing device
EP3185555A1 (en) * 2015-12-23 2017-06-28 Université de Genève Image compression method with negligible and quantifiable information loss and high compression ratio

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011166213A (en) * 2010-02-04 2011-08-25 Canon Inc Image processing apparatus
KR102332782B1 (en) * 2014-12-15 2021-11-30 삼성전자주식회사 Video data compression considering a vision system
CN106028029B (en) * 2016-05-25 2018-11-06 杭州比特瑞旺电脑有限公司 The digital KVM switcher video lossless compression method and system of low delay low complex degree
CN106101703B (en) * 2016-06-20 2018-11-06 杭州比特瑞旺电脑有限公司 A kind of screen video compression method towards digital KVM switcher

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101272442A (en) * 2007-03-21 2008-09-24 杭州波导软件有限公司 Digital image nondestructive compression method and device, resolution method and image encoder
CN102065203A (en) * 2009-12-17 2011-05-18 于培宁 Method for storing and processing image sequence
CN103491374A (en) * 2012-06-12 2014-01-01 京瓷办公信息***株式会社 Cell-based compression method of digital images and computing device
EP3185555A1 (en) * 2015-12-23 2017-06-28 Université de Genève Image compression method with negligible and quantifiable information loss and high compression ratio

Also Published As

Publication number Publication date
CN107801031A (en) 2018-03-13

Similar Documents

Publication Publication Date Title
US8615138B2 (en) Image compression using sub-resolution images
KR100524566B1 (en) Image processing apparatus and method
CN106170921A (en) Relate to source code and the decoding method and device of the data of sign compression
CN110021369B (en) Gene sequencing data compression and decompression method, system and computer readable medium
EP2317476A2 (en) Multimedia signature coding and decoding
JP2011511592A (en) Video coding system with reference frame compression
US20140056533A1 (en) Lossless compression of fragmented image data
CN106658004B (en) A kind of compression method and device based on image flat site feature
CN107801031B (en) A kind of lossless compression-encoding method to pure three primary colors image data
CN110933438A (en) JPEG image reversible information hiding method
Sangeetha et al. A biometrie iris image compression using LZW and hybrid LZW coding algorithm
US9241173B2 (en) Apparatus and method for compression of image data assembles into groups with positional indexes
US20050232362A1 (en) High-speed image compression apparatus using last non-zero detection circuit
CN105376580B (en) A kind of method for compressing image
Poolakkachalil et al. Comparative analysis of lossless compression techniques in efficient DCT-based image compression system based on Laplacian Transparent Composite Model and An Innovative Lossless Compression Method for Discrete-Color Images
CN108184113B (en) Image compression coding method and system based on inter-image reference
US7164369B2 (en) System for improving storage efficiency of digital files
US20140205199A1 (en) Storage Area and Temporal Based Optimized Run Length Codec For Classic JPEG Image Compression (SAT-BORL CODEC)
CN107770543B (en) Data compression method and device for sequentially increasing cutoff values in multiple types of matching parameters
Krishna et al. Incorporation of DCT and MSVQ to Enhance Image Compression Ratio of an image
Bist et al. IMPROVED IMAGE COMPRESSION USING LOSSLESS HUFFMAN ENCODING (I2COM)
Vijayarani et al. Image Compression Techniques–An Overview
He et al. How Can Spiral Architecture Improve Image Compression?
Omari et al. Application of image compression to multiple-shot pictures using similarity norms with three level blurring
Gupta et al. Comparative study for Image Forgery Analysis between JPEG and Double JPEG Compression

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CB03 Change of inventor or designer information

Inventor after: Luo Yanda

Inventor after: Li Dongliang

Inventor before: Luo Yanda

CB03 Change of inventor or designer information
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20191018