CN103295034A - Embedded type system and method for checking books being placed on shelf disorderly based on DSP - Google Patents

Embedded type system and method for checking books being placed on shelf disorderly based on DSP Download PDF

Info

Publication number
CN103295034A
CN103295034A CN2013101577806A CN201310157780A CN103295034A CN 103295034 A CN103295034 A CN 103295034A CN 2013101577806 A CN2013101577806 A CN 2013101577806A CN 201310157780 A CN201310157780 A CN 201310157780A CN 103295034 A CN103295034 A CN 103295034A
Authority
CN
China
Prior art keywords
books
image
random frame
dsp
frame
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
CN2013101577806A
Other languages
Chinese (zh)
Other versions
CN103295034B (en
Inventor
徐德刚
黄天正
苏志芳
陈晓
徐戏阳
桂卫华
阳春华
谢永芳
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.)
Central South University
Original Assignee
Central South University
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 Central South University filed Critical Central South University
Priority to CN201310157780.6A priority Critical patent/CN103295034B/en
Publication of CN103295034A publication Critical patent/CN103295034A/en
Application granted granted Critical
Publication of CN103295034B publication Critical patent/CN103295034B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Abstract

The invention discloses an embedded type system and method for checking books being placed on a shelf disorderly based on a DSP. The system for checking the books being placed on the shelf disorderly based on the DSP is composed of a data acquisition module, an image processing module, a wireless communication module and a checking module based on a library automation system ILASIII. According to the embedded type system and method for checking the books being placed on the shelf disorderly based on the DSP, books on the shelf in a library can be checked automatically, the structure of adopted hardware is simple, the code of software is small, and the system for checking books being placed on the shelf disorderly based on the DSP has the advantages of low power consumption, strong real-timeness, microminiaturization, low cost and the like. Further, the book checking and storing work in a modern large-circulating library can be finished quickly.

Description

The random frame checking system of a kind of embedded books based on DSP and method
Technical field
The present invention relates to the random frame checking system of a kind of embedded books based on DSP and method.
Background technology
Nowadays along with the library preservation books constantly increase, paper book is more and more, and the random frame phenomenon of library book is more and more, and this also becomes problem that can not be ignored of library management nowadays.The library mainly is according to giving collection book classification, label at present, according to label word order collected books, bookshelf are carried out the order framed bent, and leave original label word ordinal position in case there are collected books to be moved, then might be owing to there be search means well to make it to become dead book.After when putting bookshelf in order because the excessive greatly often dead book of arrangement is unheeded easily, this has just caused the waste of library resource, and then causes the reader easily to the query of library management and service level, the damage of library's image.
Nowadays Chang Gui books counting method mainly is divided into two classes: write legal document for others plate and RFID management of software ic.Many readers all can not correct use write legal document for others plate (as the plate of will writing legal document for others disorderly insert or need not), this makes that the random frame situation of collection books still frequently takes place in the library.The RFID management of software ic is to each copy of book in the library and all sticks the electronic tag that has the RFID chip, to stick the cost of electronic tag of RFID chip too big for each books concerning the big library of some collection amounts, and the instability that influences the label radiofrequency signal that sometimes is subjected to extraneous factor causes misreading its layer books of its frame sometimes, or the location time can be read and can not be read when making an inventory.These two kinds of methods all can not be fine the random frame of solution library book and check problem.
In order to realize quick and precisely locating the random frame books of library preservation position, need rapid and reliable system that the collection book information is collected, handled and locatees.Realize high-precision library preservation books location and random frame collected books information collection, also become day by day and nowadays constantly expanding the major issue that collection book amount library faces.
Summary of the invention
In order to solve existing book management system the deficiencies in the prior art, the invention provides a kind of fast and accurately based on the random frame checking system of embedded books of DSP.
In order to realize above-mentioned technical purpose, technical scheme of the present invention is to comprise
Be used for and scan at the spine that the frame books are arranged, after scan image cut apart and identifying, obtain the title that is indicated on the spine and the number of asking for as characteristic information, characteristic information is checked processing server by wireless network transmissions to the random frame of books, the echo random frame of books of checking the random frame information of books that processing server beams back by the random frame of books is checked data acquisition unit again, and
Be used for receiving the random frame of books and check the data that data acquisition unit is sent, the incomplete books number of asking for completion with the analysis of books image information, carry out random frame books identification according to the complete number of asking for, the random frame of books of checking data acquisition unit for the random frame of books by radio network feedback title and the number of the asking for characteristic information of random frame books is checked processing server again
The random frame of described books is checked data acquisition unit and the random frame of books and is checked processing server and communicate to connect by wireless mode;
The random frame of described books is checked data acquisition unit and is comprised camera, communication interface module, image processing nucleus module and LCDs, and described communication interface module handles nucleus module with high-resolution camera, image respectively and LCDs communicates to connect;
It is the computing machine that is equipped with wireless network module that the random frame of described books is checked processing server.
The random frame checking system of described a kind of embedded books based on DSP, described image is handled nucleus module and is comprised data storage cell, program storage unit (PSU) and dsp processor, and described dsp processor communicates to connect with data memory module and program storage block respectively.
The random frame checking system of described a kind of embedded books based on DSP, described communication interface module comprises camera input port, image decoding unit, UART Universal Asynchronous Receiver Transmitter, RS232 transceiver, RS232 port and wireless network card, the camera input port links to each other with camera, is used for gathering the image of external camera; The image decoding unit links to each other with the image input port of camera input port and dsp processor respectively, be used for receiving the analog image of camera port and decoding to generate digital picture and output to dsp processor, dsp processor is controlled decoding chip by iic bus; Controller and the dsp processor of UART Universal Asynchronous Receiver Transmitter communicate to connect, for the protocol conversion between the serial communication data of the parallel data that realizes dsp processor and UART Universal Asynchronous Receiver Transmitter; The RS232 transceiver links to each other with UART Universal Asynchronous Receiver Transmitter, is used for the level conversion between realization UART Universal Asynchronous Receiver Transmitter serial communication data and the RS232 communication data; The RS232 port connects the RS232 transceiver and is used for physical connection to outside RS232 communication port, and described wireless network card communicates to connect with dsp processor and is used for checking the processing server radio communication with the random frame of books and is connected.
The random frame counting method of a kind of embedded books based on DSP may further comprise the steps:
Step 1: utilizing the random frame of books to check data acquisition unit will carry out image acquisition at the spine that the frame books are arranged, and then the image of gathering be cut apart and identify, obtain the title that is indicated on the spine and the number of asking for as characteristic information;
Step 2: the characteristic information that obtains is sent to the random frame of books checks processing server and carry out integrality identification, call bibliography information and the collection information of library automation system ILAS III, by string matching completion incomplete call number information wherein, then full storehouse books positional information stored in characteristic information and the database is compared;
Step 3: gather being sent to the random frame of books in frame books tram information and checking data acquisition unit and show of image with current.
Described method, the image with gathering described in the described step 1 are cut apart and the step identified comprises:
Step 1: image is carried out pre-service with outstanding books spine region boundary member;
Step 2: image is carried out the edge cut apart;
Step 3: utilize boundary information that original image is resolved into single these books spine subimage;
Step 4: with character recognition technologies the call number on the spine and title are identified respectively, thereby finish the extraction of characteristic information.
The random frame of described books is checked processing server and is mainly comprised obtaining and recording and the prompting of random frame books and two functions of tram playback of random frame books of full storehouse books positional information, wherein:
(1) obtaining and record of full storehouse books positional information recorded the current actual position information of full shop each book, and this information has indicated in certain zone of certain these books or certain the chamber bookshelf floor in the shop, or has lent in certain reader's hand.And the variation of the actual deposit position of books is along with being implemented in of checking of collector obtains reflection at any time in the tables of data in the server.
(2) tram of the prompting of random frame books and random frame books playback, from the books number of asking for that full storehouse books positional information is determined, according to the number of asking for ordering rule, the wrong frame information of each chord position books is collected and prompting, show the correct chord position of waiting to return the frame books.
Compare with existing book management system, the invention has the advantages that:
1. the present invention's random frame books that will be applied to the library based on the embedded system of DSP are checked the field, realized the quick collection of random frame book information, have reduced the time that manpower is put random frame books cost in order;
2. volume of the present invention is little, integrated level is high, cost is low; Library only needs the random frame of books to check processing server to check data acquisition unit with several books unrest frame, reduced cost;
3. the present invention adopts DSP to realize books spine treatment of picture and analysis, has improved the speed of image acquisition, has reduced the pressure of server process data, the response time of having accelerated server, has improved the bulk velocity of system;
4. the present invention adopts the high resolving power camera to obtain collection in the spine information of frame books, imaging effect is good, keep the book information on the original spine to greatest extent, improved measuring accuracy, and the location of random frame books is not subjected to other disturbing effect except light.
The invention will be further described below in conjunction with accompanying drawing.
Description of drawings
Fig. 1 is system module synoptic diagram of the present invention;
Fig. 2 is image processing flow chart of the present invention;
Fig. 3 is system hardware synoptic diagram of the present invention.
Embodiment
Referring to Fig. 1, system involved in the present invention mainly forms by image capture module, image processing module, wireless communication module with based on the module of checking of library automation system ILASIII.At first image capture module is gathered at the spine image of frame arrangement the library by high-resolution camera, the image of gather is through the video decoding chip in the module, and analog image is converted in the TI DSP DM6446 chip that digital picture is input to image processing module; DSP at first image data storage in DRAM, the image processing program that calls then among the FLASH is handled the view data of storage, the image information of handling well (title/call number) is issued the random frame of books by wireless communication module check processing server; Wireless communication module is based on the ZigBee agreement, is selected to native system with advantages such as its low-power consumption, low cost and flexible networkings; Image information enters the random frame of books check processing server after, the bibliography information of server calls ILASIII and collection information webservice interface, utilize character string matching method with the possible incomplete books number of the asking for completion of image information analysis, carry out random frame books identification according to the complete number of asking for; Last server feeds back to data acquisition unit to information such as the title of random frame books and call number again by wireless communication module, and shows in the LCDs of data acquisition unit.
Accompanying drawing 2 has provided the groundwork flow process that image is handled.The idiographic flow step is as follows:
(1) image is carried out pre-service, better give prominence to spine region boundary member, the bookshelf image disruption that reduction exists.Preprocessing process comprises coloured image is changed into gray-scale map and gray balance.During because of Boundary Detection, handle the length that expends time in coloured image when subimage extracts, and handle with its gray image, can save time, but the effect after handling is unaffected.
(2) image being carried out the edge cuts apart:
Watershed algorithm is a kind of quick cutting techniques commonly used during image is handled, and the present invention adopts the watershed divide image segmentation algorithm based on sign: pretreated image is carried out form reconstruct, and the image after reconstruct marks the target that will extract.Utilize the mark of gained that pretreatment image is revised, at last revised pretreatment image is carried out watershed segmentation.
Adopt the above-mentioned form restructuring transformation that proposes to extract the watershed transform identification point, its watershed line is the edge of spine in the image just, can finish exactly cutting apart of spine border.
(3) utilize boundary information that original image is resolved into subimage.Every width of cloth subimage just represents a book, and the characteristic information that the subimage that extracts also is convenient to next step extracts.When extracting subimage, basic ideas are to build an empty graph onesize with former figure earlier, utilize boundary information then, the interior pixel value of image range that will contain Dan Benshu is made as 1, the rest of pixels value is 0, and newly-generated logical image and original image are occured simultaneously, and just can obtain a width of cloth subimage.
(4) with character recognition technologies the call number on the spine and title are identified respectively, thereby finish the extraction of spine information.Before doing character recognition, need earlier these character zones to be located respectively, separate call number and title characteristic information and come out, namely front gained image is divided again, call the OCR technology then character is identified.So far, title and the call number of single these books spine have all got access to.
Accompanying drawing 3 has provided the system hardware synoptic diagram, comprises that mainly the random frame of books is checked processing server and the random frame of books is checked data acquisition unit.
The random frame of books is checked data acquisition unit and comprised: high-resolution camera, power supply, communication interface base plate, image are handled core board and LCDs, and the communication interface base plate is connected with high-resolution camera, power supply, image processing core board, LCDs respectively by electric wire.
Dynamic RAM DRAM(pin-saving chip), FLASH storer (procedure stores chip), dsp processor image is handled core board and is comprised:.The data bus of dsp processor links to each other with the FLASH storer with dynamic storage DRAM with address bus, and dsp processor is by address visit dynamic data and the static data of appointment.
The communication interface base plate comprises: camera input port, image decoding chip, wireless network card, UART Universal Asynchronous Receiver Transmitter, RS232 transceiver, RS232 port.The camera input port links to each other with camera, is used for gathering the image of external camera; The image decoding chip links to each other with the image input port VPFE of camera input port and dsp processor respectively, be used for receiving the analog image of camera port and decoding, generate digital picture and output to dsp processor, dsp processor is controlled decoding chip by iic bus; The controller of UART Universal Asynchronous Receiver Transmitter links to each other with address bus with the data bus of dsp processor, for the protocol conversion between the serial communication data of the parallel data that realizes dsp processor and UART Universal Asynchronous Receiver Transmitter; The RS232 transceiver links to each other with UART Universal Asynchronous Receiver Transmitter, is used for the level conversion between realization UART Universal Asynchronous Receiver Transmitter serial communication data and the RS232 communication data; The RS232 port is to outside RS232 communication port for physical connection.

Claims (5)

1. the random frame checking system of the embedded books based on DSP is characterized in that, comprises
Be used for and scan at the spine that the frame books are arranged, after scan image cut apart and identifying, obtain the title that is indicated on the spine and the number of asking for as characteristic information, characteristic information is checked processing server by wireless network transmissions to the random frame of books, the echo random frame of books of checking the random frame information of books that processing server beams back by the random frame of books is checked data acquisition unit again, and
Be used for receiving the random frame of books and check the data that data acquisition unit is sent, the incomplete books number of asking for completion with the analysis of books image information, carry out random frame books identification according to the complete number of asking for, the random frame of books of checking data acquisition unit for the random frame of books by radio network feedback title and the number of the asking for characteristic information of random frame books is checked processing server again
The random frame of described books is checked data acquisition unit and the random frame of books and is checked processing server and communicate to connect by wireless mode;
The random frame of described books is checked data acquisition unit and is comprised camera, communication interface module, image processing nucleus module and LCDs, and described communication interface module handles nucleus module with high-resolution camera, image respectively and LCDs communicates to connect;
It is the computing machine that is equipped with wireless network module that the random frame of described books is checked processing server.
2. the random frame checking system of a kind of embedded books based on DSP according to claim 1, it is characterized in that, described image is handled nucleus module and is comprised data storage cell, program storage unit (PSU) and dsp processor, and described dsp processor communicates to connect with data memory module and program storage block respectively.
3. according to the random frame checking system of the described a kind of embedded books based on DSP of claim 2, it is characterized in that, described communication interface module comprises camera input port, image decoding unit, UART Universal Asynchronous Receiver Transmitter, RS232 transceiver, RS232 port and wireless network card, the camera input port links to each other with camera, is used for gathering the image of external camera; The image decoding unit links to each other with the image input port of camera input port and dsp processor respectively, be used for receiving the analog image of camera port and decoding to generate digital picture and output to dsp processor, dsp processor is controlled decoding chip by iic bus; Controller and the dsp processor of UART Universal Asynchronous Receiver Transmitter communicate to connect, for the protocol conversion between the serial communication data of the parallel data that realizes dsp processor and UART Universal Asynchronous Receiver Transmitter; The RS232 transceiver links to each other with UART Universal Asynchronous Receiver Transmitter, is used for the level conversion between realization UART Universal Asynchronous Receiver Transmitter serial communication data and the RS232 communication data; The RS232 port connects the RS232 transceiver and is used for physical connection to outside RS232 communication port, and described wireless network card communicates to connect with dsp processor and is used for checking the processing server radio communication with the random frame of books and is connected.
4. the random frame counting method of the embedded books based on DSP is characterized in that, may further comprise the steps:
Step 1: utilizing the random frame of books to check data acquisition unit will carry out image acquisition at the spine that the frame books are arranged, and then the image of gathering be cut apart and identify, obtain the title that is indicated on the spine and the number of asking for as characteristic information;
Step 2: the characteristic information that obtains is sent to the random frame of books checks processing server and carry out integrality identification, call bibliography information and the collection information of library automation system ILAS III, by string matching completion incomplete call number information wherein, then full storehouse books positional information stored in characteristic information and the database is compared;
Step 3: gather being sent to the random frame of books in frame books tram information and checking data acquisition unit and show of image with current.
5. method according to claim 4 is characterized in that, the image with gathering described in the described step 1 is cut apart and the step identified comprises:
Step 1: image is carried out pre-service with outstanding books spine region boundary member;
Step 2: image is carried out the edge cut apart;
Step 3: utilize boundary information that original image is resolved into single these books spine subimage;
Step 4: with character recognition technologies the call number on the spine and title are identified respectively, thereby finish the extraction of characteristic information.
CN201310157780.6A 2013-04-30 2013-04-30 A kind of embedded Books Chaotic Frame checking system based on DSP and method Active CN103295034B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310157780.6A CN103295034B (en) 2013-04-30 2013-04-30 A kind of embedded Books Chaotic Frame checking system based on DSP and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310157780.6A CN103295034B (en) 2013-04-30 2013-04-30 A kind of embedded Books Chaotic Frame checking system based on DSP and method

Publications (2)

Publication Number Publication Date
CN103295034A true CN103295034A (en) 2013-09-11
CN103295034B CN103295034B (en) 2015-10-21

Family

ID=49095861

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310157780.6A Active CN103295034B (en) 2013-04-30 2013-04-30 A kind of embedded Books Chaotic Frame checking system based on DSP and method

Country Status (1)

Country Link
CN (1) CN103295034B (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103955876A (en) * 2014-05-15 2014-07-30 武汉科技大学 Library automatic debugging system based on embedded technology and image processing
CN104182934A (en) * 2014-08-06 2014-12-03 西安电子科技大学 Automatic book counting method based on spine image characteristics and spatial filtering
CN104966081A (en) * 2015-06-04 2015-10-07 广州美读信息技术有限公司 Spine image recognition method
CN103731558B (en) * 2014-01-08 2016-04-27 中国石油大学(华东) A kind of books localization method based on mobile phone camera
CN106805525A (en) * 2017-02-03 2017-06-09 福建工程学院 A kind of radio frequency identification book searching board and its management system
CN106846354A (en) * 2017-01-23 2017-06-13 中国人民解放军海军航空工程学院 A kind of Book Inventory method on frame converted based on image segmentation and random hough
CN107220914A (en) * 2017-04-11 2017-09-29 江苏大学 A kind of intelligent book management and reading design method
CN107274561A (en) * 2017-08-10 2017-10-20 大连民族大学 Self-service books sorter and distribution method
CN107403217A (en) * 2017-06-20 2017-11-28 杭州知书科技有限公司 A kind of label aids in random frame identifying system
CN108875616A (en) * 2018-06-07 2018-11-23 广东数相智能科技有限公司 A kind of Books Chaotic Frame detection method, electronic equipment and storage medium
CN108921160A (en) * 2018-05-04 2018-11-30 广东数相智能科技有限公司 A kind of books recognition methods, electronic equipment and storage medium
CN109241374A (en) * 2018-06-07 2019-01-18 广东数相智能科技有限公司 A kind of book information library update method and books in libraries localization method
CN110490169A (en) * 2019-08-26 2019-11-22 阿里巴巴集团控股有限公司 A kind of article rack method for inspecting, device and equipment
CN111003080A (en) * 2019-12-26 2020-04-14 北京海纳川汽车部件股份有限公司 Wheel sequencing error prevention method and system
CN112307793A (en) * 2020-10-30 2021-02-02 杭州横竖科技有限公司 Method for batch recognition of bar codes on spine under complex background
CN112614284A (en) * 2020-10-30 2021-04-06 淄博萃智工业设计咨询有限公司 Intelligent bookshelf of borrowing by oneself

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000306077A (en) * 1999-04-21 2000-11-02 Hitachi Zosen Corp Book managing facility
CN102063617A (en) * 2010-12-31 2011-05-18 天津大学 Automatic inspection robot for shelved books based on image recognition technology
CN102110332A (en) * 2009-12-24 2011-06-29 上海阿艾依智控系统有限公司 Book registering and managing device based on computer vision and radio frequency identification technology
CN202433931U (en) * 2012-02-14 2012-09-12 长沙理工大学 Intelligent book positioning system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000306077A (en) * 1999-04-21 2000-11-02 Hitachi Zosen Corp Book managing facility
CN102110332A (en) * 2009-12-24 2011-06-29 上海阿艾依智控系统有限公司 Book registering and managing device based on computer vision and radio frequency identification technology
CN102063617A (en) * 2010-12-31 2011-05-18 天津大学 Automatic inspection robot for shelved books based on image recognition technology
CN202433931U (en) * 2012-02-14 2012-09-12 长沙理工大学 Intelligent book positioning system

Cited By (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103731558B (en) * 2014-01-08 2016-04-27 中国石油大学(华东) A kind of books localization method based on mobile phone camera
CN103955876A (en) * 2014-05-15 2014-07-30 武汉科技大学 Library automatic debugging system based on embedded technology and image processing
CN104182934A (en) * 2014-08-06 2014-12-03 西安电子科技大学 Automatic book counting method based on spine image characteristics and spatial filtering
CN104182934B (en) * 2014-08-06 2016-05-04 西安电子科技大学 Based on the automatic Book Inventory method of spine characteristics of image and airspace filter
CN104966081B (en) * 2015-06-04 2018-05-01 广州美读信息技术有限公司 Spine image-recognizing method
CN104966081A (en) * 2015-06-04 2015-10-07 广州美读信息技术有限公司 Spine image recognition method
CN106846354A (en) * 2017-01-23 2017-06-13 中国人民解放军海军航空工程学院 A kind of Book Inventory method on frame converted based on image segmentation and random hough
CN106846354B (en) * 2017-01-23 2019-07-23 中国人民解放军海军航空大学 A kind of Book Inventory method on the frame converted based on image segmentation and random hough
CN106805525A (en) * 2017-02-03 2017-06-09 福建工程学院 A kind of radio frequency identification book searching board and its management system
CN107220914A (en) * 2017-04-11 2017-09-29 江苏大学 A kind of intelligent book management and reading design method
CN107403217A (en) * 2017-06-20 2017-11-28 杭州知书科技有限公司 A kind of label aids in random frame identifying system
CN107274561A (en) * 2017-08-10 2017-10-20 大连民族大学 Self-service books sorter and distribution method
CN108921160A (en) * 2018-05-04 2018-11-30 广东数相智能科技有限公司 A kind of books recognition methods, electronic equipment and storage medium
CN108875616A (en) * 2018-06-07 2018-11-23 广东数相智能科技有限公司 A kind of Books Chaotic Frame detection method, electronic equipment and storage medium
CN109241374A (en) * 2018-06-07 2019-01-18 广东数相智能科技有限公司 A kind of book information library update method and books in libraries localization method
CN109241374B (en) * 2018-06-07 2022-05-20 广东数相智能科技有限公司 Book information base updating method and library book positioning method
CN110490169A (en) * 2019-08-26 2019-11-22 阿里巴巴集团控股有限公司 A kind of article rack method for inspecting, device and equipment
CN111003080A (en) * 2019-12-26 2020-04-14 北京海纳川汽车部件股份有限公司 Wheel sequencing error prevention method and system
CN112307793A (en) * 2020-10-30 2021-02-02 杭州横竖科技有限公司 Method for batch recognition of bar codes on spine under complex background
CN112614284A (en) * 2020-10-30 2021-04-06 淄博萃智工业设计咨询有限公司 Intelligent bookshelf of borrowing by oneself
CN112307793B (en) * 2020-10-30 2022-08-02 杭州横竖科技有限公司 Method for batch recognition of bar codes on spine under complex background

Also Published As

Publication number Publication date
CN103295034B (en) 2015-10-21

Similar Documents

Publication Publication Date Title
CN103295034B (en) A kind of embedded Books Chaotic Frame checking system based on DSP and method
CN103530652B (en) A kind of video categorization based on face cluster, search method and system thereof
CN105718975B (en) A kind of library intelligent robot 3D navigation restocking systems based on RFID technique
CN105913682B (en) Intelligent reverse car seeking method based on RFID technique and system
CN103995904B (en) A kind of identifying system of image file electronic bits of data
CN105027162A (en) Image analysis device, image analysis system, and image analysis method
CN110110577B (en) Method and device for identifying dish name, storage medium and electronic device
CN109559081B (en) Warehouse tool management system based on RFID tag and control method
CN111428599A (en) Bill identification method, device and equipment
US20200005073A1 (en) Method, device and system for processing image tagging information
CN107403217A (en) A kind of label aids in random frame identifying system
EP1898355A1 (en) Apparatus and method for identifying marker
CN103177233A (en) Record inquiry system based on RFID (Radio Frequency Identification Devices) technology
CN109726710A (en) Invoice information acquisition method, electronic device and readable storage medium storing program for executing
WO2017069741A1 (en) Digitized document classification
CN112347131A (en) Urban rail project demand identification and coverage method and device
CN102446262A (en) RFID (Radio Frequency Identification) automatic correlation system and method and portable equipment with system
CN203149644U (en) Computer file management system
CN106844767B (en) method and device for registering and extracting key information blocks of format document
CN105718972B (en) A kind of information intelligent acquisition method
Fan et al. Research on Quick Inventory Framework Based on Deep Neural Network
CN211928668U (en) Bus-mounted POS machine riding system based on face recognition as auxiliary authentication
CN113902398A (en) Asset inventory system, method, computer device and storage medium
CN108197882B (en) Warehouse management system
CN201820238U (en) RFID (radio frequency identification) automatic relation system and portable equipment provided with same

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant