CN105975958A - Number identifying method and number identifying device - Google Patents

Number identifying method and number identifying device Download PDF

Info

Publication number
CN105975958A
CN105975958A CN201610371289.7A CN201610371289A CN105975958A CN 105975958 A CN105975958 A CN 105975958A CN 201610371289 A CN201610371289 A CN 201610371289A CN 105975958 A CN105975958 A CN 105975958A
Authority
CN
China
Prior art keywords
numeral
image
vertical
described image
mapping table
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
Application number
CN201610371289.7A
Other languages
Chinese (zh)
Other versions
CN105975958B (en
Inventor
刘艳
柳增寿
王烨
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.)
Beijing Haitai Fangyuan High Technology Co Ltd
Original Assignee
Beijing Haitai Fangyuan High 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 Beijing Haitai Fangyuan High Technology Co Ltd filed Critical Beijing Haitai Fangyuan High Technology Co Ltd
Priority to CN201610371289.7A priority Critical patent/CN105975958B/en
Publication of CN105975958A publication Critical patent/CN105975958A/en
Application granted granted Critical
Publication of CN105975958B publication Critical patent/CN105975958B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/32Digital ink
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/32Digital ink
    • G06V30/333Preprocessing; Feature extraction

Abstract

The invention provides a number identifying method and a number identifying device. According to the number identifying method and the number identifying device, by searching a preset horizontal mapping table, a mapping relation between a horizontal characteristic parameter and a number is determined, a process of identifying an image is optimized, process determining time is reduced, number identifying speed is accelerated, and identifying efficiency is improved. The number identifying method is characterized in that an image including a single number is analyzed, and the horizontal characteristic parameter of the number in the image is determined; whether the preset horizontal mapping table comprises the mapping relation between the horizontal characteristic parameter and the number is determined; when the answer is yes, the number corresponding to the horizontal characteristic parameter is the number in the image; when the answer is no, the number in the image is determined according to the horizontal characteristic parameter and the vertical characteristic parameter of the number in the image.

Description

The method and apparatus that a kind of numeral identifies
Technical field
The application relates to field of information security technology, particularly relates to the method and apparatus that a kind of numeral identifies.
Background technology
The identification of the numeral to electronics screen display, wherein, electrical screen is mainly realized by threading method The numeral of upper display can be found in Fig. 1.Described threading method recognition principle is that the feature according to seven segment digital tubes is entered Row identifies.The numeral of electronics screen display is mainly made up of seven segment digital tubes display segment;Wherein, described number Code pipe display segment includes, first numeral method section the 101, second numeral method section the 102, the 3rd is digital Pipe display segment the 103, the 4th numeral method section the 104, the 5th numeral method section the 105, the 6th charactron shows The section of showing 106 and the 7th numeral method section 107;And the thickness of each numeral method section is basic with length Unanimously.In electrical screen, the principle of display digit is, includes that high level is with low to the input of each numeral method section The display signal of level, if the display signal of input is high level, then this numeral method Duan Liang, is set to “1”;Otherwise, this digital-scroll technique section does not works, and is set to " 0 ".
If utilizing table 1, i.e. threading method of identification coding schedule to determine the aobvious of numeral method section by prior art The numeral shown, determines that the numeral in an image needs to carry outSecondary sentence Disconnected, recognition speed is slow, and the efficiency identified is low.
Table 1
In sum, determine what numeral method section showed by prior art i.e. threading method of identification coding schedule Numeral, determines that the numeral in an average image needs to carry out 5.3 times and identifies judgement, and recognition efficiency is extremely low.
Summary of the invention
The embodiment of the present application provides the method and apparatus that a kind of numeral identifies, in order to by the numeral in image Horizontal property parameters and vertical features parameter remove the method that identifies the numeral in image, Statistical error image Flow process, decreases flow process and judges number of times, and by searching the horizontal map table preset, determine horizontal properties Parameter and digital mapping relations, thus further increase the speed of numeral identification, improve identification effect Rate.
A kind of numeral that the embodiment of the present application provides knows method for distinguishing, including:
The image including individual digit is analyzed, determines that the horizontal properties of the numeral in this image is joined Number;
Judge whether the horizontal map table preset including, described horizontal property parameters closes with the mapping of numeral System;
If, it is determined that the numeral corresponding to described horizontal property parameters is the numeral in described image;No Then, according to the vertical features parameter of the numeral in described horizontal property parameters and described image, institute is determined State the numeral in image.
In the embodiment of the present application, gone with vertical features parameter by the horizontal property parameters of the numeral in image Identify the numeral in image, Statistical error image flow process, decrease flow process and judge number of times, and by searching The horizontal map table preset, determines the mapping relations of horizontal property parameters and numeral, thus improves further The speed of digital identification, improves recognition efficiency.
It is preferred that according to the vertical features ginseng of the numeral in described horizontal property parameters and described image Number, determines the numeral corresponding to described image, including:
According to described horizontal property parameters, determine vertical mapping table by searching the identification mapping table preset, Wherein, described identification mapping table includes the mapping relations of horizontal property parameters and the vertical mapping table preset;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image.
In the embodiment of the present application, by the way of identification mapping table coordinates with vertical mapping table in identification image Numeral, decrease the judgement number of times identified required for numeral, improve the speed of numeral identification.
It is preferred that described vertical mapping table includes, vertical features parameter and digital mapping relations;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image, including:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
It is preferred that the method also includes:
According to the numeral in described image, determine the digital width in described image;
If the width of the numeral in described image is in preset characters width range, it is determined that described image institute Corresponding numeral.
In the embodiment of the present application, by the way of comparing the width of the numeral of digital picture in identification image Numeral, decreases the judgement number of times identified required for numeral, improves the speed of numeral identification.
It is preferred that described vertical mapping table includes, vertical features parameter and digital mapping relations, its In, described mapping relations include at least one vertical features parameter mapping relations to same numeral.
The equipment that a kind of numeral that the embodiment of the present application provides identifies, this equipment includes:
Determine unit, for the image including individual digit is analyzed, determine the number in this image The horizontal property parameters of word;
Judging unit, for judge whether the horizontal map table preset includes described horizontal property parameters with The mapping relations of numeral;
Processing unit, if for, it is determined that the numeral corresponding to described horizontal property parameters is described figure Numeral in Xiang;Otherwise, according to the vertical spy of the numeral in described horizontal property parameters and described image Levy parameter, determine the numeral in described image.
In the embodiment of the present application, gone with vertical features parameter by the horizontal property parameters of the numeral in image Identify the numeral in image, Statistical error image flow process, decrease flow process and judge number of times, and by searching The horizontal map table preset, determines the mapping relations of horizontal property parameters and numeral, thus improves further The speed of digital identification, improves recognition efficiency.
It is preferred that described processing unit is according to the numeral in described horizontal property parameters and described image Vertical features parameter, determines the numeral corresponding to described image, specifically for:
According to described horizontal property parameters, determine vertical mapping table by searching the identification mapping table preset, Wherein, described identification mapping table includes the mapping relations of horizontal property parameters and the vertical mapping table preset;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image.
In the embodiment of the present application, by the way of identification mapping table coordinates with vertical mapping table in identification image Numeral, decrease that identification numeral is required judges number of times, improve the digital speed identified.
It is preferred that described vertical mapping table includes, vertical features parameter and digital mapping relations;
Described processing unit is according to the vertical features of the numeral in the vertical mapping table determined and described image Parameter, determines the numeral corresponding to described image, specifically for:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
It is preferred that described processing unit is additionally operable to:
According to the numeral in described image, determine the digital width in described image;
If the width of the numeral in described image is in preset characters width range, it is determined that described image institute Corresponding numeral.
In the embodiment of the present application, by the way of comparing the width of the numeral of digital picture in identification image Numeral, decreases the judgement number of times identified required for numeral, improves the speed of numeral identification.
It is preferred that described vertical mapping table includes, vertical features parameter and digital mapping relations, its In, described mapping relations include at least one vertical features parameter mapping relations to same numeral.
Accompanying drawing explanation
The schematic diagram of the numbering of the threading method identification that Fig. 1 provides for prior art;
Fig. 2 knows the schematic flow sheet of method for distinguishing for a kind of numeral that the embodiment of the present application provides;
Fig. 3 knows the schematic flow sheet of method for distinguishing for a kind of numeral that the embodiment of the present application provides;
Fig. 4 knows the schematic flow sheet of method for distinguishing for a kind of numeral that the embodiment of the present application provides;
Fig. 5 knows the schematic flow sheet of method for distinguishing for a kind of numeral that the embodiment of the present application provides;
The structural representation of the equipment that a kind of numeral that Fig. 6 provides for the embodiment of the present application identifies.
Detailed description of the invention
The embodiment of the present application provides the method and apparatus that a kind of numeral identifies, in order to by utilizing digital picture The method of horizontal property parameters and vertical features parameter packet, identify the numeral corresponding to digital picture, carry Rise the efficiency that numeral identifies.
Below in conjunction with the accompanying drawing in the embodiment of the present application, the technical scheme in the application is carried out clear, It is fully described by, it is clear that described embodiment is some embodiments of the present application rather than whole Embodiment.Based on the embodiment in the application, those of ordinary skill in the art are not making creative labor The every other embodiment obtained under dynamic premise, broadly falls into the scope of the application protection.
The embodiment of the present application is by the 4th numeral method section in table 1, the 5th numeral method section, the 6th number Code pipe display segment and the 7th numeral method section are divided into horizontal property parameters group, by the first numeral method Section, the second numeral method section and the 3rd numeral method section are divided into vertical features parameter group.Therefore, will Binary numeral of horizontal property parameters group is converted to metric numeral, i.e. obtains horizontal property parameters, And binary numeral of vertical features parameter group is converted to metric numeral, i.e. obtain vertical features ginseng Number, thus obtain the coding schedule of horizontal property parameters and vertical features parameter, table 2.
Table 2
Learn in conjunction with table 2, when the numeral corresponding to image is 2 or 5 or 6, horizontal property parameters and number Word is the mapping relations mapped one by one.That is, if the numeral corresponding to image is 2, then the numeral in this image Horizontal property parameters be 6;If the numeral corresponding to image is 5, then the level of the numeral in this image is special Levying parameter is 9;If the numeral corresponding to image is 6, then the horizontal property parameters of the numeral in this image is 11.Therefore, according to above-mentioned corresponding relation, the horizontal map table table 3 preset is generated.Look-up table 3, passes through Horizontal property parameters, determines the numeral corresponding to image.
Table 3
Learn in conjunction with table 2, if the numeral corresponding to image is 1 or 3 or 7, then in this image numeral Horizontal property parameters is 5;If the numeral corresponding to image is 8 or 0, then the water of the numeral in this image Flat characteristic parameter is 15;If the numeral corresponding to image is 4 or 9, then the level of the numeral in this image Characteristic parameter is 13.Therefore, according to above-mentioned corresponding relation, the identification mapping table table 4 preset is generated.Look into Look for table 4, by horizontal property parameters, determine vertical mapping table.
Table 4
Wherein, the first vertical mapping table includes, vertical features parameter and the mapping relations of numeral 1, vertically special Levy the mapping relations of parameter and the mapping relations of numeral 3 and vertical features parameter and numeral 7.
Second vertical mapping table includes, vertical features parameter and the mapping relations of numeral 0 and vertical features ginseng Number and the mapping relations of numeral 8.
3rd vertical mapping table includes, vertical features parameter and the mapping relations of numeral 4 and vertical features ginseng Number and the mapping relations of numeral 9.
In conjunction with vertical features parameter in table 2, pre-set the first vertical mapping table table 5, second and vertically map Table table 6 and the 3rd vertical mapping table table 7.
Therefore, if the numeral corresponding to horizontal property parameters, then look-up table 4 cannot be determined by look-up table 3 Determine the vertical mapping table corresponding to this horizontal property parameters, then search this vertical mapping table, according to vertically Characteristic parameter determines the numeral corresponding to image.
Table 5
Table 6
Table 7
Seeing Fig. 2, the embodiment of the present application provides numeral and knows method for distinguishing, and the method includes:
S201, the image including individual digit is analyzed, determines the level of numeral in this image Characteristic parameter;
Whether the horizontal map table that S202, judgement are preset includes that described horizontal property parameters reflects with digital Penetrate relation;
If S203, it is determined that the numeral corresponding to described horizontal property parameters is the number in described image Word;Otherwise, according to the vertical features parameter of the numeral in described horizontal property parameters and described image, Determine the numeral in described image.
Specifically, step S202 includes, according to the horizontal property parameters determined, it is judged that horizontal map table table The mapping relations of described horizontal property parameters and numeral whether are included in 3.
If horizontal map table includes the mapping relations of described horizontal property parameters and numeral, then this is utilized to reflect Penetrate relation, determine the numeral corresponding to described horizontal property parameters, obtain the number corresponding to described image Word;
If not including the mapping relations of this horizontal property parameters and numeral, then with reference to the method in Fig. 3.
In summary, if the numeral in image is 2 or 5 or 6, the numeral provided by the embodiment of the present application Know method for distinguishing, identify that the numeral in this image the most only need to judge 1 time.
With reference to Fig. 3, according to the numeral in described horizontal property parameters and described image in step S203 Vertical features parameter, determines the numeral corresponding to described image, including:
S301, according to described horizontal property parameters, by searching the identification mapping table preset, determine vertical Mapping table;
S302, according in the vertical mapping table determined and described image numeral vertical features parameter, Determine the numeral corresponding to described image.
Wherein, described identification mapping table includes that horizontal property parameters closes with the mapping of the vertical mapping table preset System
Specifically, step S301 includes:
If the numeral in image is not 2 or 5 or 6, then according to the horizontal property parameters of the numeral in image, Utilize and identify horizontal property parameters and the mapping relations of vertical mapping table in mapping table table 4, determine that this level is special Levying the corresponding vertical mapping table of parameter is table 5 or table 6 or table 7.
Wherein, described vertical mapping table includes, vertical features parameter and digital mapping relations;
Now, step S302, including:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
Specifically, seeing Fig. 4, the method also includes:
S401, according to the numeral in described image, determine the width of numeral in described image;
If the width of the numeral in the described image of S402 is in preset characters width range, it is determined that described Numeral corresponding to image.
Wherein, according to described preset characters width range, the height and the width of described image determine.
Step S402, including:
If the width of the numeral in described image is less than or equal to the character duration preset, it is determined that described figure As corresponding numeral.
Specifically, the method also includes:
If the depth-width ratio of the numeral in described image is in the range of default depth-width ratio, it is determined that described image institute Corresponding numeral;
Specifically, if the depth-width ratio of the numeral in described image is more than or equal to 3, it is determined that described image institute Corresponding numeral is 1.
See table 8, know method for distinguishing by a kind of numeral provided in the embodiment of the present application, determine average one Numeral in image needs to carry outSecondary identification judges, decreases knowledge The number of times required for numeral in other image, improves the speed of numeral identification, improves recognition efficiency.
Table 8
Owing to threading method needs associating seven segment digital tubes display segment just can carry out the identification of numeral, and display number The display effect of the intersection of the electrical screen of word is poor, causes the first numeral method section 101 and/or the 3rd Mistake is identified at numeral method section 103.Such as, when vertical features parameter normally shows and should be 5, by At the first numeral method section 101 and/or the 3rd numeral method section 103, show mistake, cause according to figure The vertical features parameter that numeral in Xiang determines is 0 or 1 or 4;Should be when vertical features parameter normally shows When 7, owing to showing mistake at the first numeral method section 101 and/or the 3rd numeral method section 103, lead The vertical features parameter causing to determine according to the numeral in image is 2 or 3 or 6.Due to vertical features parameter Mistake will cause numeral to identify obstacle occur, in the case of particularly identifying numeral 7 and numeral 9.
But, the numeral provided due to the embodiment of the present application knows the described vertical mapping table bag in method for distinguishing Including, vertical features parameter and digital mapping relations, wherein, described mapping relations include that at least one hangs down The straight characteristic parameter mapping relations to same numeral.It is, vertical features parameter is closed with digital mapping System is mapping relations one to one, or is the mapping relations of multiple vertical features parameter and same numeral. Now, the first vertical mapping table be the vertical mapping table of table 9, second be table 10 and the 3rd vertical mapping table For table 11.
Table 9
Table 10
Table 11
According to above-mentioned analysis, the numeral that the embodiment of the present application provides knows method for distinguishing, not only increases The efficiency that numeral identifies, also improves the accuracy of numeral identification, improves discrimination.
The numeral provided for being better understood from the embodiment of the present application knows method for distinguishing, below in conjunction with flow process The embodiment of the present application is further explained by figure Fig. 5.
S501, the image comprising individual digit character got is analyzed, obtains in this image The horizontal property parameters of numerical character;
If this horizontal property parameters of S502 is 6 or 9 or 11, then by tabling look-up 3, determine in described image Numeral;If this horizontal property parameters is 5 or 15 or 13, by tabling look-up 4, determine that this horizontal properties is joined Vertical mapping table corresponding to number;
S503, above-mentioned image is analyzed again, obtains the vertical features of numerical character in this image Parameter;If the vertical mapping table determined in step S502 is table 5, it is determined that the numerical character in image Width whether in the range of default character duration, if, it is determined that the numeral in described image is 1, no Then inquiry table 5, determines the numeral in described image;If the vertical mapping table determined in step S502 is table 6 Or table 7, determine the numeral in described image by the vertical mapping table that inquiry determines the most respectively.
See Fig. 6, the equipment that a kind of numeral that the embodiment of the present application provides identifies, including:.
Determine unit 601, for the image including individual digit is analyzed, determine in this image The horizontal property parameters of numeral;
Judging unit 602, for judging whether include described horizontal property parameters in the horizontal map table preset Mapping relations with numeral;
Processing unit 603, if for, it is determined that the numeral corresponding to described horizontal property parameters is described Numeral in image;Otherwise, according in described horizontal property parameters and described image numeral vertical Characteristic parameter, determines the numeral in described image.
Specifically, described processing unit 603 is according to the numeral in described horizontal property parameters and described image Vertical features parameter, determine the numeral corresponding to described image, specifically for:
According to described horizontal property parameters, determine vertical mapping table by searching the identification mapping table preset, Wherein, described identification mapping table includes the mapping relations of horizontal property parameters and the vertical mapping table preset;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image.
Specifically, described vertical mapping table includes, vertical features parameter and digital mapping relations;
Described processing unit 603 is according to the vertical spy of the numeral in the vertical mapping table determined and described image Levy parameter, determine the numeral corresponding to described image, specifically for:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
Specifically, described processing unit 603 is additionally operable to:
According to the numeral in described image, determine the digital width in described image;
If the width of the numeral in described image is in the range of predetermined width, it is determined that corresponding to described image Numeral.
Specifically, described vertical mapping table includes, vertical features parameter and digital mapping relations, its In, described mapping relations include at least one vertical features parameter mapping relations to same numeral.
In sum, the embodiment of the present application provides the method and apparatus that a kind of numeral identifies, in order to by looking into Look for default horizontal map table, determine the mapping relations of horizontal property parameters and numeral, decrease identification figure The number of times required for numeral in Xiang, improves the speed of numeral identification, improves recognition efficiency.
Those skilled in the art are it should be appreciated that embodiments herein can be provided as method, system or meter Calculation machine program product.Therefore, the application can use complete hardware embodiment, complete software implementation or knot The form of the embodiment in terms of conjunction software and hardware.And, the application can use and wherein wrap one or more Computer-usable storage medium containing computer usable program code (include but not limited to disk memory and Optical memory etc.) form of the upper computer program implemented.
The application is with reference to method, equipment (system) and the computer program product according to the embodiment of the present application The flow chart of product and/or block diagram describe.It should be understood that can by computer program instructions flowchart and / or block diagram in each flow process and/or flow process in square frame and flow chart and/or block diagram and/ Or the combination of square frame.These computer program instructions can be provided to general purpose computer, special-purpose computer, embedding The processor of formula datatron or other programmable data processing device is to produce a machine so that by calculating The instruction that the processor of machine or other programmable data processing device performs produces for realizing at flow chart one The device of the function specified in individual flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions may be alternatively stored in and computer or the process of other programmable datas can be guided to set In the standby computer-readable memory worked in a specific way so that be stored in this computer-readable memory Instruction produce and include the manufacture of command device, this command device realizes in one flow process or multiple of flow chart The function specified in flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded in computer or other programmable data processing device, makes Sequence of operations step must be performed to produce computer implemented place on computer or other programmable devices Reason, thus the instruction performed on computer or other programmable devices provides for realizing flow chart one The step of the function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
Obviously, those skilled in the art can carry out various change and modification without deviating from this Shen to the application Spirit and scope please.So, if the application these amendment and modification belong to the application claim and Within the scope of its equivalent technologies, then the application is also intended to comprise these change and modification.

Claims (10)

1. a numeral knows method for distinguishing, it is characterised in that the method includes:
The image including individual digit is analyzed, determines that the horizontal properties of the numeral in this image is joined Number;
Judge whether the horizontal map table preset including, described horizontal property parameters closes with the mapping of numeral System;
If, it is determined that the numeral corresponding to described horizontal property parameters is the numeral in described image;No Then, according to the vertical features parameter of the numeral in described horizontal property parameters and described image, institute is determined State the numeral in image.
Method the most according to claim 1, it is characterised in that according to described horizontal property parameters with And the vertical features parameter of the numeral in described image, determine the numeral corresponding to described image, including:
According to described horizontal property parameters, determine vertical mapping table by searching the identification mapping table preset, Wherein, described identification mapping table includes the mapping relations of horizontal property parameters and the vertical mapping table preset;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image.
Method the most according to claim 2, it is characterised in that described vertical mapping table includes, hangs down Straight characteristic parameter and digital mapping relations;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image, including:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
Method the most according to claim 3, it is characterised in that the method also includes:
According to the numeral in described image, determine the digital width in described image;
If the width of the numeral in described image is in preset characters width range, it is determined that described image institute Corresponding numeral.
Method the most according to claim 3, it is characterised in that described vertical mapping table includes, hangs down Straight characteristic parameter and digital mapping relations, wherein, described mapping relations include at least one vertical features The parameter mapping relations to same numeral.
6. the equipment that a numeral identifies, it is characterised in that this equipment includes:
Determine unit, for the image including individual digit is analyzed, determine the number in this image The horizontal property parameters of word;
Judging unit, for judge whether the horizontal map table preset includes described horizontal property parameters with The mapping relations of numeral;
Processing unit, if for, it is determined that the numeral corresponding to described horizontal property parameters is described figure Numeral in Xiang;Otherwise, according to the vertical spy of the numeral in described horizontal property parameters and described image Levy parameter, determine the numeral in described image.
Equipment the most according to claim 6, it is characterised in that described processing unit is according to described water The vertical features parameter of the numeral in flat characteristic parameter and described image, determines corresponding to described image Numeral, specifically for:
According to described horizontal property parameters, determine vertical mapping table by searching the identification mapping table preset, Wherein, described identification mapping table includes the mapping relations of horizontal property parameters and the vertical mapping table preset;
According to the vertical features parameter of the numeral in the vertical mapping table determined and described image, determine institute State the numeral corresponding to image.
Equipment the most according to claim 7, it is characterised in that described vertical mapping table includes, hangs down Straight characteristic parameter and digital mapping relations;
Described processing unit is according to the vertical features of the numeral in the vertical mapping table determined and described image Parameter, determines the numeral corresponding to described image, specifically for:
According in described image numeral vertical features parameter, the vertical mapping table determined by lookup, Determine the numeral corresponding to described image.
Equipment the most according to claim 8, it is characterised in that described processing unit is additionally operable to:
According to the numeral in described image, determine the digital width in described image;
If the width of the numeral in described image is in preset characters width range, it is determined that described image institute Corresponding numeral.
Equipment the most according to claim 8, it is characterised in that described vertical mapping table includes, hangs down Straight characteristic parameter and digital mapping relations, wherein, described mapping relations include at least one vertical features The parameter mapping relations to same numeral.
CN201610371289.7A 2016-05-30 2016-05-30 A kind of method and apparatus of numeral identification Active CN105975958B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610371289.7A CN105975958B (en) 2016-05-30 2016-05-30 A kind of method and apparatus of numeral identification

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610371289.7A CN105975958B (en) 2016-05-30 2016-05-30 A kind of method and apparatus of numeral identification

Publications (2)

Publication Number Publication Date
CN105975958A true CN105975958A (en) 2016-09-28
CN105975958B CN105975958B (en) 2018-04-06

Family

ID=57009845

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610371289.7A Active CN105975958B (en) 2016-05-30 2016-05-30 A kind of method and apparatus of numeral identification

Country Status (1)

Country Link
CN (1) CN105975958B (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1763766A (en) * 2005-11-16 2006-04-26 北京交通大学 Writing and recognizing method and application for promissory hand-written machine-read number
JP2011060063A (en) * 2009-09-11 2011-03-24 Susumu Tsuji Identification device of numeral displayed on identification mark, and identification mark
CN105574531A (en) * 2015-12-11 2016-05-11 中国电力科学研究院 Intersection point feature extraction based digital identification method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1763766A (en) * 2005-11-16 2006-04-26 北京交通大学 Writing and recognizing method and application for promissory hand-written machine-read number
JP2011060063A (en) * 2009-09-11 2011-03-24 Susumu Tsuji Identification device of numeral displayed on identification mark, and identification mark
CN105574531A (en) * 2015-12-11 2016-05-11 中国电力科学研究院 Intersection point feature extraction based digital identification method

Also Published As

Publication number Publication date
CN105975958B (en) 2018-04-06

Similar Documents

Publication Publication Date Title
CN106650740B (en) A kind of licence plate recognition method and terminal
CN104199906B (en) A kind of recommendation method and device of shooting area
CN111242291A (en) Neural network backdoor attack detection method and device and electronic equipment
CN106250369A (en) voice interactive method, device and terminal
WO2022142551A1 (en) Form processing method and apparatus, and medium and computer device
CN105740275A (en) Map display method and device
WO2021164251A1 (en) Image annotation task pre-verification method and apparatus, device, and storage medium
CN109543770A (en) Dot character recognition methods and device
CN109697414A (en) A kind of text positioning method and device
CN112560862A (en) Text recognition method and device and electronic equipment
CN108491845A (en) Determination, character segmentation method, device and the equipment of Character segmentation position
CN114463603B (en) Training method and device for image detection model, electronic equipment and storage medium
CN115357155A (en) Window identification method, device, equipment and computer readable storage medium
CN114882321A (en) Deep learning model training method, target object detection method and device
CN106358220B (en) The detection method of abnormal contact information, apparatus and system
CN113033346B (en) Text detection method and device and electronic equipment
CN114170575A (en) Flame identification method and device, electronic equipment and storage medium
CN106569643B (en) Method and device for positioning touch point of infrared touch screen
CN105549975A (en) Processing method and device for prompt advertisement window
US20230298374A1 (en) Method and device for determining picture with texts
CN105975958A (en) Number identifying method and number identifying device
CN111382643B (en) Gesture detection method, device, equipment and storage medium
CN105447839A (en) Rectangular frame merging method and system
CN114187488B (en) Image processing method, device, equipment and medium
CN109784236A (en) A method of table content in identification railway drawing

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
PE01 Entry into force of the registration of the contract for pledge of patent right
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: Number identifying method and number identifying device

Effective date of registration: 20181205

Granted publication date: 20180406

Pledgee: Bank of Beijing Zhongguancun branch, Limited by Share Ltd, Haidian

Pledgor: BEIJING HAITAI FANGYUAN HIGH TECHNOLOGY CO., LTD.

Registration number: 2018990001155

PC01 Cancellation of the registration of the contract for pledge of patent right
PC01 Cancellation of the registration of the contract for pledge of patent right

Date of cancellation: 20190307

Granted publication date: 20180406

Pledgee: Bank of Beijing Zhongguancun branch, Limited by Share Ltd, Haidian

Pledgor: BEIJING HAITAI FANGYUAN HIGH TECHNOLOGY CO., LTD.

Registration number: 2018990001155