CN105827918A - Real time sensing camera - Google Patents
Real time sensing camera Download PDFInfo
- Publication number
- CN105827918A CN105827918A CN201610311573.5A CN201610311573A CN105827918A CN 105827918 A CN105827918 A CN 105827918A CN 201610311573 A CN201610311573 A CN 201610311573A CN 105827918 A CN105827918 A CN 105827918A
- Authority
- CN
- China
- Prior art keywords
- module
- face image
- real time
- identification
- photographic head
- 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.)
- Pending
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/50—Constructional details
- H04N23/54—Mounting of pick-up tubes, electronic image sensors, deviation or focusing coils
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
- H04N23/611—Control of cameras or camera modules based on recognised objects where the recognised objects include parts of the human body
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/80—Camera processing pipelines; Components thereof
Landscapes
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
Abstract
The invention discloses a real time sensing camera. The camera comprises a control module, and a photographing module, a storage module, a gateway module, an image processing module and an identification module which are connected with the control module. The identification module comprises a face image collection and detection module, a face image processing module, a face image feature extracting module and a face image identification processing module. According to the real time sensing camera provided by the invention, through design of the face image collection and detection module, the face image processing module, the face image feature extracting module and the face image identification processing module of the identification module, the basic figure features, such as the sexes and ages of visitors can be calculated; then the information is fed back to a control module; the features--sex proportions, age group proportions, visitor flow density and attention time of a sample group of people can be obtained through big data analysis; and therefore, cultural services with distinct features, abundant contents and various formats can be provided for the visitors according to the obtained sample features of the visitors.
Description
Technical field
The present invention relates to computer vision and area of pattern recognition, be specifically related to a kind of real-time for exhibition center
Sensing photographic head.
Background technology
In every case visit to museum, all can have such impression: the showpiece of exhibition in museum, relate to one
Country, an area or the politics of a Ge Ming race, economy, the content such as cultural and scientific and technical, showpiece is special
Abundant, but after visit terminates, in memory in addition to arousing indivedual exquisite showpiece, be difficult to remember this journey
Results.Trace it to its cause, be the traditional management mode in museum the most do not adapt to social development requirement,
The needs of spectators.Epoch are advancing, and the ideas of spectators, esthetic requirement are also improving constantly.
The meaning that museum exists, be " mankind and human environment witness are studied, gather, preserve,
Propagating, the particularly purpose of research education and visit provides exhibition ", as the spectators of last ring of museum,
Acquired should be just comprehensive as far as possible achievement in research, after only a product being had deep understanding,
The purpose of communication and education from one to the other, from outward appearance to inner essence, could be reached.
The development of society, makes people change information gathering mode with desirability, and people are in museum
When visiting showpiece, the requirement to exhibit information has been not limited only to only know showpiece title, epoch.Thus
Propose a problem: the explanation of Contemporary Museums showpiece is when having breakthrough, innovation, to meet development
People's understanding to showpiece knowledge.
So, museum exhibition showpiece explanation will with which type of mode Cai Nengshi museum reach publicity,
Educate and narrate the purpose of knowledge, and more spectators can be attracted？The showpiece explanation in museum should be one
Individual bright characteristic, abundant in content, various informative cultural service platform.This platform is mainly the public
As Group visitors, commonly visit, traveller, the citizen of amusement and leisure provide service, thus meet not
Visitor's requirement of same level.
In existing museum showcase, mostly use the playing sequence loop play previously reserved in advance, its energy
Meet the hobby of certain visitor, but for the crowd of different age group and sex, it is each liked not
With, therefore, existing showcase can not meet its requirement according to different crowd's hobbies.
Summary of the invention
For above-mentioned deficiency, it is an object of the invention to, it is provided that one senses photographic head in real time, can extrapolate
Personage's basic feature of visitor, and provide bright characteristic, abundant in content, various informative culture clothes for it
Business.
For achieving the above object, technical scheme provided by the present invention is: one senses photographic head in real time, bag
Include control module and the photographing module being connected with control module, store module, gateway module, image procossing
Module and identification module, and described identification module includes that man face image acquiring and detection module, facial image are pre-
Processing module, facial image characteristic extracting module and facial image recognition processing module.
Preferably, described image processing module connects picture processing chip, and this picture processing chip can will be schemed
As information is converted into the information data matrix of calculating function identification, described gateway module connects gateway chip.
Preferably, described man face image acquiring is connected with detection module FH sensor controller, can realize
Real-time Transmission high-resolution Large Copacity image.
Preferably, the image maximum transfer speed of described FH sensor controller is 3.3Ms.
Preferably, in described control module, connection has WIFI interface or network interface.
Preferably, described storage module is SD memory card, hard disk or CD.
The invention have the benefit that the present invention senses photographic head in real time and adopts due to the facial image of identification module
Collection and detection module, facial image pretreatment module, facial image characteristic extracting module and facial image identification
The design of processing module, and then personage's basic feature of visitor can be extrapolated, such as: as visitor sex,
At the age etc., then feed back to control module and pass through big Data Analysis Services, draw the feature of sample sample population
Sex ratio, each age group proportion, people's current density, concern time.Such that it is able to according to the visit of gained
The sample characteristics of crowd, provides bright characteristic, abundant in content, various informative Cultural Services for it.
Below in conjunction with the accompanying drawings with embodiment, the present invention is further described.
Accompanying drawing explanation
Fig. 1 is the theory diagram that the present invention senses photographic head in real time.
Detailed description of the invention
By describing the technology contents of the present invention, structural feature in detail, being realized purpose and effect, below in conjunction with
Embodiment also coordinates accompanying drawing to be explained in detail.
Referring to Fig. 1, one senses photographic head in real time, is mainly used in intelligence showcase, including control module and
Photographing module, storage module, gateway module, image processing module and the identification mould being connected with control module
Block, and described identification module includes man face image acquiring and detection module, facial image pretreatment module, people
Face image characteristics extraction module and facial image recognition processing module.Wherein, described man face image acquiring and inspection
Survey module to be mainly used in the image of collection is converted into data matrix, utilize Deep leaning algorithm to detect mould
Formula feature, then pass through light compensation, greyscale transformation, normalization etc. to figure by facial image pretreatment module
As carrying out pretreatment, then facial image characteristic extracting module extract visual signature, pixels statistics feature,
The face identification systems such as facial image conversion coefficient feature, facial image algebraic characteristic can recognize that feature, then
Contrasted with database feature template by facial image recognition processing module, extrapolate personage in picture
Basic feature, such as: such as the sex of visitor, age etc., is then fed back to control module and is divided by big data
Analysis processes, and draws the feature sex ratio of sample sample population, each age group proportion, people's current density, pass
The note time.Such that it is able to according to the sample characteristics visiting crowd of gained, provide bright characteristic, content for it
Abundant, various informative Cultural Services.
In the present embodiment, described image processing module connects picture processing chip, this picture processing chip
Image information can be converted into the information data matrix calculating function identification, and described gateway module connects gateway
Chip.
Described man face image acquiring is connected with detection module FH sensor controller, can realize real-time Transmission
High-resolution Large Copacity image.In the present embodiment, the image maximum of described FH sensor controller passes
Defeated speed is 3.3Ms.
Preferably, in described control module, connection has WIFI interface or network interface.
Preferably, described storage module is SD memory card, hard disk or CD.
In sum, the present invention senses photographic head in real time due to the man face image acquiring of identification module and detection mould
Block, facial image pretreatment module, facial image characteristic extracting module and facial image recognition processing module
Design, and then personage's basic feature of visitor can be extrapolated, such as: such as the sex of visitor, age etc.,
Then feed back to control module and pass through big Data Analysis Services, draw the feature sex ratio of sample sample population
Example, each age group proportion, people's current density, concern time.Such that it is able to according to the sample visiting crowd of gained
Eigen, provides bright characteristic, abundant in content, various informative Cultural Services for it.
The announcement of book and teaching according to the above description, those skilled in the art in the invention can also be to above-mentioned
Embodiment changes and revises.Therefore, the invention is not limited in concrete reality disclosed and described above
Execute mode, some modifications and changes of the present invention be should also be as falling into the scope of the claims of the present invention
In.Although additionally, employ some specific terms in this specification, but these terms are intended merely to conveniently
Illustrate, the present invention is not constituted any restriction, use other same or similar system, all at this
In invention protection domain.
Claims (6)
1. a real-time sensing photographic head, it is characterised in that: include control module and be connected with control module
Photographing module, storage module, gateway module, image processing module and the identification module connect, and described identification
Module includes man face image acquiring and detection module, facial image pretreatment module, facial image feature extraction
Module and facial image recognition processing module.
2. sense photographic head in real time as claimed in claim 1, it is characterised in that: described image procossing mould
Block connects picture processing chip, and image information can be converted into and calculate function identification by this picture processing chip
Information data matrix, described gateway module connects gateway chip.
3. sense photographic head in real time as claimed in claim 1, it is characterised in that: described facial image is adopted
Collection is connected with detection module FH sensor controller, can realize real-time Transmission high-resolution Large Copacity figure
Picture.
4. sense photographic head in real time as claimed in claim 3, it is characterised in that: described FH sensor
The image maximum transfer speed of controller is 3.3Ms.
5. sense photographic head in real time as claimed in claim 1, it is characterised in that: in described control module
Connect and have WIFI interface or network interface.
6. sense photographic head in real time as claimed in claim 1, it is characterised in that: described storage module is
SD memory card, hard disk or CD.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610311573.5A CN105827918A (en) | 2016-05-12 | 2016-05-12 | Real time sensing camera |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610311573.5A CN105827918A (en) | 2016-05-12 | 2016-05-12 | Real time sensing camera |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN105827918A true CN105827918A (en) | 2016-08-03 |
Family
ID=56529307
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610311573.5A Pending CN105827918A (en) | 2016-05-12 | 2016-05-12 | Real time sensing camera |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105827918A (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20090119234A1 (en) * | 2007-11-02 | 2009-05-07 | Hunch Inc. | Interactive machine learning advice facility |
| CN103228064A (en) * | 2013-04-07 | 2013-07-31 | 健雄职业技术学院 | Intelligent exhibition hall management system and method based on RFID and wireless sensor network |
| CN103914691A (en) * | 2014-04-15 | 2014-07-09 | 成都智引擎网络科技有限公司 | Target group analysis system and method based on face recognition and height recognition method |
| CN104751108A (en) * | 2013-12-31 | 2015-07-01 | 汉王科技股份有限公司 | Face image recognition device and face image recognition method |
-
2016
- 2016-05-12 CN CN201610311573.5A patent/CN105827918A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20090119234A1 (en) * | 2007-11-02 | 2009-05-07 | Hunch Inc. | Interactive machine learning advice facility |
| CN103228064A (en) * | 2013-04-07 | 2013-07-31 | 健雄职业技术学院 | Intelligent exhibition hall management system and method based on RFID and wireless sensor network |
| CN104751108A (en) * | 2013-12-31 | 2015-07-01 | 汉王科技股份有限公司 | Face image recognition device and face image recognition method |
| CN103914691A (en) * | 2014-04-15 | 2014-07-09 | 成都智引擎网络科技有限公司 | Target group analysis system and method based on face recognition and height recognition method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Arefieva et al. | A machine learning approach to cluster destination image on Instagram | |
| Stepchenkova et al. | Visual destination images of Peru: Comparative content analysis of DMO and user-generated photography | |
| Dunkel | Visualizing the perceived environment using crowdsourced photo geodata | |
| US11182609B2 (en) | Method and apparatus for recognition and matching of objects depicted in images | |
| CN106033435B (en) | Item identification method and device, indoor map generation method and device | |
| Stepchenkova et al. | Cultural differences in pictorial destination images: Russia through the camera lenses of American and Korean tourists | |
| US8577962B2 (en) | Server apparatus, client apparatus, content recommendation method, and program | |
| CN105005777B (en) | Audio and video recommendation method and system based on human face | |
| KR102141777B1 (en) | Method of classifying sns image data for tourism and analyzing preference by tourists using convolution neural network, recording medium and device for performing the method | |
| CN105718873B (en) | Stream of people's analysis method based on binocular vision | |
| Deng et al. | Where did you take those photos? Tourists’ preference clustering based on facial and background recognition | |
| Hubbard et al. | Introduction: Streetlife–the shifting sociologies of the street | |
| CN104142995B (en) | The social event recognition methods of view-based access control model attribute | |
| CN102207950A (en) | Electronic apparatus, image processing method and program | |
| CN103988202A (en) | Image attractiveness based indexing and searching | |
| Lozanovska | Ethno-architecture and the Politics of Migration | |
| Kim et al. | Assessing and mapping cultural ecosystem services of an urban forest based on narratives from blog posts | |
| CN108764203A (en) | A kind of pedestrian's quantitative analysis and display systems towards urban planning | |
| Gomez et al. | Learning from barcelona instagram data what locals and tourists post about its neighbourhoods | |
| CN108806355A (en) | A kind of calligraphy and painting art interactive education system | |
| CN103399900A (en) | Image recommending method based on location service | |
| CN105701230B (en) | User interest subdivision method and system based on image content | |
| Arnold et al. | Enriching historic photography with structured data using image region segmentation | |
| Andrews | Mapping my way: Map-making and analysis in participant observation | |
| Schmallegger et al. | Destination image projection on consumer-generated content websites: A case study of the Flinders Ranges |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20160803 |