CN106127699B - A kind of road monitoring random motion blurred picture Fast Restoration analogue system - Google Patents

A kind of road monitoring random motion blurred picture Fast Restoration analogue system Download PDF

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Publication number
CN106127699B
CN106127699B CN201610429164.5A CN201610429164A CN106127699B CN 106127699 B CN106127699 B CN 106127699B CN 201610429164 A CN201610429164 A CN 201610429164A CN 106127699 B CN106127699 B CN 106127699B
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background
target
monitoring
directions
module
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CN106127699A (en
Inventor
赵烟桥
肖思宇
魏剑辉
敬晓晔
张子罡
翁卫东
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Shandong automatic driving Research Institute Co.,Ltd.
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Harbin University of Science and Technology
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/73Deblurring; Sharpening
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/90Dynamic range modification of images or parts thereof
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/277Analysis of motion involving stochastic approaches, e.g. using Kalman filters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/50Constructional details
    • H04N23/54Mounting of pick-up tubes, electronic image sensors, deviation or focusing coils
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20172Image enhancement details
    • G06T2207/20201Motion blur correction
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30236Traffic on road, railway or crossing

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Traffic Control Systems (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Studio Devices (AREA)
  • Image Processing (AREA)

Abstract

Road monitoring random motion blurred picture Fast Restoration analogue system of the present invention belongs to technical field of image processing;The analogue system includes:Target simulator module:By for emulate pavement image when constant scene and time-varying scene for emulating priori target form, constant scene includes homogeneous background and the target that is different from background and is surrounded by background when described;Monitoring camera emulation module:For camera, CCD, CMOS or camera;Cantilever beam emulation module:It is made of symmetrically arranged two columns, horizontally-supported end and spring connecting pin, it is fixedly connected with monitoring camera emulation module above the horizontally-supported end, both sides connect top in column by spring connecting pin, under the action of spring connecting pin, the rotation of the translation and a direction in three directions is done at horizontally-supported end;The present invention can directly correspond to the road monitoring blurred picture Fast Restoration method based on priori, Fast Restoration road monitoring random motion blurred picture.

Description

A kind of road monitoring random motion blurred picture Fast Restoration analogue system
Technical field
Road monitoring random motion blurred picture Fast Restoration analogue system of the present invention belongs to technical field of image processing.
Background technology
Preventing road monitoring system is road network information, intelligentized powerful guarantee.May be implemented at the first time to break in traffic rules and regulations, Traffic accident, traffic jam and other accidents judge, and then adjust control parameter, formulate scheduling strategy.And it is real Now two necessary conditions of above-mentioned function are:Blur-free imaging and real time imagery.
At this stage, preventing road monitoring system mostly uses the structure that monitoring camera is installed on to cantilever beam, as shown in Figure 1.This The advantage of kind of structure is simple in structure, and cost of installation and maintenance is low, but the disadvantage is that, vibrated and air-flow influence, camera shooting Head can occur to wave at random, cause image fuzzy so that preventing road monitoring system is unsatisfactory for blur-free imaging condition, is unfavorable for road network It is information-based and intelligent.
Waved for road monitoring camera and cause blurred image problem, and take into account preventing road monitoring system blur-free imaging and Two technical needs of real time imagery, Heilongjiang Province's Students' Innovation foundation drill program project《Road prison based on priori Control blurred picture Fast Restoration》(project number 201510214056) is quasi- to study a kind of random motion blurred picture Fast Restoration side Method, the principle of this method are to initially set up random motion dynamic optical transmission function (DOTF) model, then be known using priori Know the rapid extraction DOTF from motion blur image, be finally combined DOTF with Linear restoration algorithm, realizes random motion mould Paste image Fast Restoration.This method can be under the premise of not changing existing camera installation way, and Fast Restoration is because of camera shooting Head tremor is put and the random motion blurred picture of formation, to realizing that road network information and intelligence play facilitation.
In project progress, needs to build road monitoring random motion blurred picture Fast Restoration analogue system and come to item The method that mesh proposes is verified, however, it has not been found that having the ready-made system suitable for this project approach that can use for reference.
Invention content
To solve the above-mentioned problems, the present invention devises a kind of road monitoring random motion blurred picture Fast Restoration emulation System, the method which can directly correspond to project proposition, Fast Restoration road monitoring random motion blurred picture.
The object of the present invention is achieved like this:
A kind of road monitoring random motion blurred picture Fast Restoration analogue system, including:
Target simulator module:By the when constant scene and time-varying field for emulating priori target for emulating pavement image Scape forms, and constant scene includes homogeneous background and the target that is different from background and is surrounded by background when described;
Monitoring camera emulation module:For camera, CCD, CMOS or camera;
Cantilever beam emulation module:It is made of symmetrically arranged two columns, horizontally-supported end and spring connecting pin, the water Monitoring camera emulation module is fixedly connected with above flat support end, both sides connect top in column by spring connecting pin, in bullet Under the action of spring connecting pin, the rotation of the translation and a direction in three directions is done at horizontally-supported end.
Above-mentioned road monitoring random motion blurred picture Fast Restoration analogue system, the target simulator module are display Device, the image part that the display is shown have time-varying characteristics, invariant feature when a part has, invariant feature when having Part include homogeneous background and the target that is different from background and is surrounded by background.
Above-mentioned road monitoring random motion blurred picture Fast Restoration analogue system, using optical axis direction as starting point, to The width in the directions x of vertical optical axis, target is a, and the width of background is b, target simulator module to monitoring camera emulation module Distance be l, when monitoring of monitoring camera emulation module the field angle of constant scene be α, and meet:
A < ltan α < b
Rotation angle of the monitoring camera in the directions x meets the following conditions:
Rotation angle along the directions x is no more than arctan (b/l)-α;
It is no more than α-arctan (a/l) against the rotation angle in the directions x.
Further, the x directional spredings are in the plane of vertical optical axis.
Still further, using optical axis direction as starting point,
To the directions x of vertical optical axis, the width of target is a1, the width of background is b1, target simulator module to monitoring camera The distance of head emulation module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α1, and meet:
a1< ltan α1< b1
To the directions-x of vertical optical axis, the width of target is a2, the width of background is b2, target simulator module to monitoring take the photograph As the distance of head emulation module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α2, and it is full Foot:
a2< ltan α2< b2
Rotation angle of the monitoring camera in the directions x meets the following conditions:
Rotation angle along the directions x is no more than min [arctan (b1/l)-α12-arctan(a2/l)];
Rotation angle along the directions-x is no more than min [α1-arctan(a1/l),arctan(b2/l)-α2]。
Advantageous effect:
The first, due to being provided with target simulator module, monitoring camera emulation module and cantilever beam emulation module, because This directly corresponding preventing road monitoring system mostly uses the structure that monitoring camera is installed on to cantilever beam, is suitable for simulated roadway and monitors System carries out Fast Restoration to road monitoring random motion blurred picture;
The second, since target simulator module is by the when constant scene and for emulating priori target for emulating pavement image Time-varying scene composition, include homogeneous background and the target that is different from background and is surrounded by background with constantly constant scene, therefore Can using when constant scene as priori, and then directly with image Fast Restoration method (using priori from movement mould Rapid extraction DOTF in image is pasted, is finally combined DOTF with Linear restoration algorithm, realizes that random motion blurred picture is quick Restore) it is corresponding, a kind of road monitoring random motion blurred picture Fast Restoration analogue system is provided.
Description of the drawings
Fig. 1 is mounted in the road monitoring camera on cantilever beam structure.
Fig. 2 is the attachment structure schematic diagram of cantilever beam emulation module and monitoring camera emulation module.
Fig. 3 is the relational graph between all angles in specific embodiment three.
Specific implementation mode
The specific embodiment of the invention is described in further detail below in conjunction with the accompanying drawings.
Specific embodiment one
The road monitoring random motion blurred picture Fast Restoration analogue system of the present embodiment, including:
Target simulator module:By the when constant scene and time-varying field for emulating priori target for emulating pavement image Scape forms, and constant scene includes homogeneous background and the target that is different from background and is surrounded by background when described;
Monitoring camera emulation module:For camera, CCD, CMOS or camera;
Cantilever beam emulation module:It is made of symmetrically arranged two columns, horizontally-supported end and spring connecting pin, the water Monitoring camera emulation module is fixedly connected with above flat support end, both sides connect top in column by spring connecting pin, in bullet Under the action of spring connecting pin, the rotation of the translation and a direction in three directions is done at horizontally-supported end.
Cantilever beam emulation module and the attachment structure schematic diagram of monitoring camera emulation module are as shown in Figure 2.
Specific embodiment two
The road monitoring random motion blurred picture Fast Restoration analogue system of the present embodiment, in the base of specific embodiment one On plinth, it is display to further limit target simulator module, and the image part that the display show is with time-varying characteristics, one Invariant feature when part has, the part of invariant feature includes homogeneous background and is different from background and is surrounded by background when having Target.
Specific embodiment three
The road monitoring random motion blurred picture Fast Restoration analogue system of the present embodiment, in specific embodiment one or tool On the basis of body embodiment two, further limit using optical axis direction as starting point, to the directions x of vertical optical axis, the width of target Degree is a, and the width of background is b, and the distance of target simulator module to monitoring camera emulation module is l, monitoring camera emulation The field angle of constant scene is α when the monitoring of module, and is met:
A < ltan α < b
Rotation angle of the monitoring camera in the directions x meets the following conditions:
Rotation angle along the directions x is no more than arctan (b/l)-α;
It is no more than α-arctan (a/l) against the rotation angle in the directions x.
Relationship between all angles, as shown in Figure 3.
In the present embodiment, the x directional spredings are in the plane of vertical optical axis.
Specific embodiment four
The road monitoring random motion blurred picture Fast Restoration analogue system of the present embodiment, in the base of specific embodiment three On plinth, the following contents is further limited:
Using optical axis direction as starting point,
To the directions x of vertical optical axis, the width of target is a1, the width of background is b1, target simulator module to monitoring camera The distance of head emulation module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α1, and meet:
a1< ltan α1< b1
To the directions-x of vertical optical axis, the width of target is a2, the width of background is b2, target simulator module to monitoring take the photograph As the distance of head emulation module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α2, and it is full Foot:
a2< ltan α2< b2
Rotation angle of the monitoring camera in the directions x meets the following conditions:
Rotation angle along the directions x is no more than min [arctan (b1/l)-α12-arctan(a2/l)];
Rotation angle along the directions-x is no more than min [α1-arctan(a1/l),arctan(b2/l)-α2]。
The present embodiment, it is contemplated that x directional spredings are in the plane of vertical optical axis, then in the plane including optical axis, It is limited while will having the directions x and the directions-x both direction, and then gives the result after comprehensive both direction limits.

Claims (1)

1. a kind of road monitoring random motion blurred picture Fast Restoration analogue system, including:
Target simulator module:By the when constant scene and time-varying scene group for emulating priori target for emulating pavement image At constant scene includes homogeneous background and the target that is different from background and is surrounded by background when described;
Monitoring camera emulation module:For camera, CCD, CMOS or camera;
Cantilever beam emulation module:It is made of symmetrically arranged two columns, horizontally-supported end and spring connecting pin, the horizontal branch Monitoring camera emulation module is fixedly connected with above support end, both sides connect top in column by spring connecting pin, connect in spring Under the action of connecing end, the rotation of the translation and a direction in three directions is done at horizontally-supported end;
The target simulator module is display, and the image part that the display is shown has time-varying characteristics, a part With when invariant feature, the part of invariant feature includes homogeneous background and the mesh that is different from background and is surrounded by background when having Mark;
It is characterized in that, using optical axis direction as starting point, to the directions x of vertical optical axis, the width of target is a, the width of background Degree is b, and the distance of target simulator module to monitoring camera emulation module is l, when the monitoring of monitoring camera emulation module not Become the field angle of scene as α, and meets:
A < ltan α < b
Rotation angle of the monitoring camera in the directions x meets the following conditions:
Rotation angle along the directions x is no more than arctan (b/l)-α;
It is no more than α-arctan (a/l) against the rotation angle in the directions x;
The x directional spredings are in the plane of vertical optical axis;
Using optical axis direction as starting point,
To the directions x of vertical optical axis, the width of target is a1, the width of background is b1, target simulator module is imitative to monitoring camera The distance of true module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α1, and meet:
a1< ltan α1< b1
To the directions-x of vertical optical axis, the width of target is a2, the width of background is b2, target simulator module to monitoring camera The distance of emulation module is l, when monitoring of monitoring camera emulation module the field angle of constant scene be α2, and meet:
a2< ltan α2< b2
CN201610429164.5A 2016-06-16 2016-06-16 A kind of road monitoring random motion blurred picture Fast Restoration analogue system Active CN106127699B (en)

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