WO2022179998A1 - Optische baugruppe zur erzeugung einer echtzeit-abbildung und einer echtzeit-zuordnung von umgebungs-objekten sowie fahrzeug mit einer derartigen baugruppe - Google Patents
Optische baugruppe zur erzeugung einer echtzeit-abbildung und einer echtzeit-zuordnung von umgebungs-objekten sowie fahrzeug mit einer derartigen baugruppe Download PDFInfo
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R11/00—Arrangements for holding or mounting articles, not otherwise provided for
- B60R11/04—Mounting of cameras operative during drive; Arrangement of controls thereof relative to the vehicle
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R1/00—Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
- B60R1/20—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
- B60R1/22—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle
- B60R1/23—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view
- B60R1/27—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view providing all-round vision, e.g. using omnidirectional cameras
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/10—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
- H04N23/11—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths for generating image signals from visible and infrared light wavelengths
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/10—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
- H04N23/13—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths with multiple sensors
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- H—ELECTRICITY
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- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/698—Control of cameras or camera modules for achieving an enlarged field of view, e.g. panoramic image capture
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/90—Arrangement of cameras or camera modules, e.g. multiple cameras in TV studios or sports stadiums
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R11/00—Arrangements for holding or mounting articles, not otherwise provided for
- B60R2011/0001—Arrangements for holding or mounting articles, not otherwise provided for characterised by position
- B60R2011/004—Arrangements for holding or mounting articles, not otherwise provided for characterised by position outside the vehicle
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R2300/00—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
- B60R2300/60—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by monitoring and displaying vehicle exterior scenes from a transformed perspective
- B60R2300/607—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by monitoring and displaying vehicle exterior scenes from a transformed perspective from a bird's eye viewpoint
Definitions
- Optical assembly for generating a real-time image and a real-time association of objects in the environment and vehicle with such an assembly
- the invention relates to an optical assembly for generating a real-time image and a real-time assignment of objects in the environment. Furthermore, the invention relates to a vehicle with such an optical assembly.
- DE 10 2017 115 810 A1 discloses a method for autonomous parking of a vehicle and a driver assistance system for carrying out the method.
- US 2016/0301863 A1 discloses an image processing system for generating a surround view image.
- DE 10 2018 132 676 A1 discloses a method for locating a vehicle in a surrounding area and a corresponding driving support system.
- This object is achieved according to the invention by an optical assembly with the features specified in claim 1 len.
- the provision of a plurality of camera groups, each with at least two and in particular at least three cameras linked to one another by signals significantly improves the possibility of real-time imaging and real-time assignment of objects in the environment, in particular in preparation for autonomous driving.
- the assignment ensures that different cameras within one of the camera groups and/or different cameras of different camera groups actually image the same object and/or the same object signature. If exactly two cameras are used within a camera group, a triangulation used in the real-time assignment can be carried out with the help of two camera groups, for example by comparing the recording data of the two cameras of one of the camera groups with the recording data of one camera linked together by the second camera group and evaluated during triangulation.
- Positional deviations between signatures of scenery objects, which result from positional deviations of the cameras among one another, can be precisely recognized and compensated for using a method for spatial image acquisition that uses this optical assembly.
- the image recording direction can be an optical axis of the respective camera.
- a group camera angle between the mean values of the image recording directions of neighboring camera groups of between 30° and 100° enables good environmental coverage with the optical construction. group using the smallest possible number of camera groups. In particular, this reduces the effort involved in signal processing of the camera signals.
- the cameras of the camera groups can have a large aperture or picture angle.
- a horizontal opening angle of the respective camera can be up to 180° and can also be even larger.
- the opening angle of the camera can be less than 175°, can be less than 160° and can also be less than 140°.
- the horizontal opening angle is usually greater than 90°.
- a vertical opening angle of the respective camera can be greater than 90°. This vertical aperture angle is regularly less than 180°: the respective camera is regularly aligned in such a way that its optical axis forms an angle with a horizontal plane that corresponds to half the vertical aperture angle.
- the cameras of the camera groups can be designed as fisheye cameras.
- the single camera angle between the image recording directions of the cameras of exactly one of the camera groups can be in the range between 10° and 20° and can in particular be in the range of 15°. This ensures a good spatial assignment of scenery objects, particularly in a close range around the respective camera group.
- a respective single-camera angular range can apply to the single-camera angles of adjacent image recording directions of all cameras in a respective camera group and to all cameras in all camera groups, so that the single-camera angular range operation can be used for all cameras in one of the camera groups and/or or can be fulfilled for all cameras of all camera groups.
- the group camera angle can be in the range between 45° and 75° and in particular can be in the range of 60°. Especially when With a set of fisheye cameras, a large group camera angle can be used.
- the group camera angle condition can be met for all camera groups of the optical assembly that are adjacent to one another.
- three of these four cameras of the camera group can define the camera arrangement level of the respective camera group and the fourth camera of the same camera group can be outside of this arrangement level be arranged.
- the optical assembly has signal processing components that ensure real-time imaging and real-time allocation of the surrounding objects.
- the optical assembly contains correspondingly powerful data processing module systems, in particular real-time capable processors and real-time capable signal connections.
- a latency of the optical assembly can be 200 ms and can be smaller, for example 150 ms, 100 ms or 50 ms.
- An image repetition rate of the optical assembly can be around 10 (10 fps, frames per second).
- a higher frame rate for example 15, 20, 25 or even higher, can also be implemented.
- An arrangement of the cameras of one of the camera groups according to claim 2 has proven itself in practice, since unwanted resonance effects in the image and / or unwanted misclassifications, i.e. a faulty assignment in particular of object signatures that actually belong to ver different objects, for same object, are avoided.
- the triangle, in the corners of which the entrance pupil centers are located, can have two or three different side lengths.
- a baseline length range according to claim 3 enables good detection of a close range of the respective camera group from a lower limit of, for example, 30 cm or 50 cm. Objects that are close to the camera groups can then also be reliably detected and assigned.
- Objects are regularly detected and assigned reliably at a distance of at least three times the baseline length.
- a ratio between a maximum detectable and assignable object distance and a minimum detectable and assignable object distance is typically a factor of 20. If the minimum detectable and assignable object distance is 30 cm, there is a maximum detectable - and assignable object distance of 6 m.
- Cameras in a camera group can also be in the range between 10 cm and 20 cm or in the range between 10 and 15 cm.
- the length of the baseline of all camera pairs that are present in the respective camera group can be in such a range.
- a baseline length between the cameras of different and in particular adjacent camera groups according to claim 4 allows a si chere coverage of a medium distance range, the lower limit with an upper limit of the close-up range, with an individual camera Group can be covered, can overlap.
- the baseline length between cameras in different camera groups can range between 1 m and 2 m.
- the length of the baselines between the cameras of all adjacent camera groups of the optical assembly can be in such a range.
- the baseline length between cameras in different camera groups can be selected depending on the baseline length between the cameras in one and the same camera group in such a way that the object distance ranges for reliable detection and assignment of objects on the one hand have exactly one of the camera groups and on the other hand via the cameras of different camera groups adjoin or overlap with each other.
- the length of the baseline between cameras of different camera groups can be 2 m, for example, which in turn leads to a minimum reliably detectable and assignable object distance for the cameras of different camera groups of 6 m.
- the distance ranges of the reliably detectable and assignable object detection of the respective camera groups (Intra) and the different camera groups (Inter) border on one another.
- a close-up object area can thus be covered by one of the camera groups and a far-area object can be covered via the interaction of at least two camera groups, with the close-up area and the far area being able to directly adjoin one another or overlap with one another.
- the numbers of camera groups according to claim 5 or 6 have to optimize a horizontal and / or a vertical overall detection ment area of the optical assembly.
- a horizontal total detection range can be 360°, in particular, so that the entire horizontal area surrounding the optical assembly is detected.
- a total vertical detection range can be 180° or even larger and can be 220°, for example, when using fisheye cameras.
- a total vertical detection range of 100° can be used (vertically down to 10° above the horizontal).
- the horizontal and/or vertical overall detection area can be divided into several solid angle sections.
- a Grappen mounting body according to claim 7 leads to an advantageous position and orientation s stability of the cameras of each camera group.
- a Grappen montage body according to claim 8 leads to a camera group which can be adapted to the respective imaging and assignment requirements.
- the group assembly body can have, for example, a prepared holding mount, two prepared mounts or more than two prepared holding mounts for mounting additional cameras.
- the respective holding recording can be designed to be complementary to a correspondingly assigned holding position of a camera to be recorded.
- a fisheye camera is a camera with a fisheye lens.
- An opening or image angle of such a fisheye lens can be up to 310°.
- the angle of view of a fisheye lens is usually at least 180° diagonally.
- a focal length of the fisheye lens can be in the range between 4 mm and 20 mm.
- a typical focal length is 4.5 mm or in the range between 8 and 10 mm.
- An imaging function of the fisheye lens can be conformal, equidistant, equal-area or orthographic.
- the fisheye lens can also have parametric imaging in the form of a non-fundamental imaging function.
- the number of necessary cameras of the optical assembly to cover required solid angle sections or to cover a required horizontal and/or vertical total detection area can be advantageously small.
- a double camera according to claim 10 expands the possibilities of the optical assembly.
- the double camera can have camera optics that are separate from one another but are spatially close to one another, for the RGB sensor on the one hand and for the IR sensor on the other.
- a distance between the optical axes of the RGB camera optics on the one hand and the IR camera optics on the other hand can be less than 35 mm.
- the two sensors and/or the two camera optics of the double camera can be mounted on a common carrier. Image information from the double camera can be read out stitched so that, for example, a line from the RGB sensor and then a line from the IR sensor is read.
- an IR light source can also be used, with which, in particular, a textured IR illumination of the scenery to be recorded can take place.
- the sensors with the different detection wavelength ranges enable improved hit accuracy when detecting and assigning the surrounding objects.
- a hybrid camera according to claim 11 also leads to an extension of the possibilities of the optical assembly.
- the hybrid camera can cover an increased distance range, which ensures an increase in the security of the optical assembly.
- the close-range optics can be designed as fish-eye optics.
- the far-range optics can be designed as telephoto optics.
- the two optics of the hybrid camera can be mounted on a common carrier.
- the close-range optics can have a double camera with an RGB sensor and with an IR sensor, in particular according to the type of claim 10 .
- the long-range optics can also have a double camera with an RGB sensor and an IR sensor.
- a data processing module system ensures efficient real-time detection and real-time assignment of the objects in the environment.
- the division of the data processing module system into the camera groups, individually assigned group modules, and into a main module assigned to all camera groups, enables a processing organization that enables very fast initial detection and assignment at the group module level, with verification of selected ones at the main module level.
- Aspects, in particular a verification of dubious assignments at the group module level he can follow.
- Between the data processing group modules a signal connection between different camera groups to enable a real-time assignment based on the camera data of different camera groups in the group level. An inter-baseline evaluation can thus be carried out at group level.
- the main module can have a coprocessor or a monitoring processor to ensure correct functioning of the main module.
- Serial data transfer according to the MIPI/CSI standard can take place between the group modules.
- the short-range optics on the one hand and the far-range optics on the other hand can be signal-connected with their own data processing group module.
- More than one data processing group module can also be assigned to one and the same camera group. This is particularly the case when several different camera types are used within a camera group, for example at least two of the following three camera types: single camera, double camera, hybrid camera.
- At least one redundancy component according to claim 13 increases the fail-safety of the optical assembly.
- a failsafe redundancy (fall redundancy), a functional redundancy (functional redundancy) and also a form redundancy (form redundancy) can be provided.
- redundancy component is then technically designed in exactly the same way as a grand component.
- An example of this is an additional redundancy camera that has the same structure as the originally planned cameras in one of the camera groups.
- shape redundancy measuring systems with different technologies measure the same thing.
- An example of such a shape redundancy is the detection of objects on the one hand using a camera sensitive to visible light, for example an RGB camera, and on the other hand using a camera sensitive to infrared light.
- the different measuring systems are used in particular for imaging and the allocation of the objects depicted.
- a fail-safe redundancy the determination of a contradiction between two measurements leads to the signaling of an error and to stopping a vehicle with which the optical assembly is equipped, in a safe state. If there is a fail-operational redundancy, the detection of a contradiction between at least three measurements with a vote for two of the same measurements (majority decision) leads to a warning with continuation of an operation carried out on the vehicle. If a component of the assembly fails, a replacement or redundancy component must be available for the failed component so that such a majority decision can continue to be made.
- a camera group with at least two double cameras, possibly with three or four double cameras, each with an RGB sensor and with an IR sensor, represents the number of RGB sensors on the one hand and independently of this with regard to the number of IR sensors on the other hand, represents a functionally redundant arrangement.
- the combination of at least one RGB sensor and one IR sensor is form-redundant. Data recorded or processed by the respective redundancy component can only be used once the component to be replaced has been selected. Alternatively, this data of the redundancy component can be used in normal operation to increase mapping and assignment accuracy and/or to increase mapping speed and assignment speed.
- the advantages of a vehicle according to claim 14 correspond to those that have already been explained above with reference to the optical assembly.
- the vehicle can be a road vehicle, a rail vehicle, or an aircraft.
- a takeoff or landing process in particular can be monitored with the aid of real-time imaging and real-time assignment of environmental objects.
- a baseline meshing of the cameras of the various camera groups can take place in the manner of a dodecahedron or an icosahedron or another surface approximation to a spherical surface or to its sections.
- Fig. 1 shows a schematic and perspective oblique view from above of a driving tool, designed as a passenger car, with an optical Assembly for generating a real-time mapping and real-time association of objects in the environment;
- FIG. 2 shows two camera groups of the optical assembly, these camera groups being shown in perspective from a mounting side of a respective group mounting body;
- Fig. 3 shows a schematic of recording options for the two groups of mounting bodies according to FIG. between entrance pupil centers of these cameras are also shown;
- FIG. 4 shows a further embodiment of a vehicle, designed as a golf cart, with a further embodiment of the optical assembly for generating a real-time image and real-time association of objects in the surroundings using camera groups with the group assembly bodies according to FIG .2;
- FIG. 5 shows a schematic plan view of a camera arrangement of the optical assembly according to FIG. 1 or 4, with image recording directions of the cameras of the camera groups of the optical assembly being shown;
- Fig. 6 is a side view of the image pick-up directions of the optical assembly of Fig. 1 or 4 viewed from VI in Fig. 5;
- FIG. 8 shows a camera of one of the camera groups, designed as a double camera with an RGB sensor and an IR sensor;
- FIG. 9 shows a camera of one of the camera groups, designed as a hybrid camera with close-range optics and with long-range optics;
- FIG. 10 shows, in comparison to FIG. 3, a somewhat more detailed depiction of two camera groups and possible baseline connections between individual cameras in these two camera groups;
- FIG. 11 shows a top view of an arrangement of a total of six camera groups on a carrier, corresponding to that of FIG. 4;
- FIG. 12 shows a schematic circuit diagram of an embodiment of the optical assembly, shown as an example for three camera groups, with exemplary signal connections between the cameras designed as double cameras according to FIG the camera groups, between data processing Grappenmodulen (nodes), which are respectively assigned to the camera groups and between a data processing main module, which is assigned to all camera groups, is provided; and
- FIG 13 shows an embodiment of the optical assembly in a representation similar to FIG Signal processing level is assigned to the data processing group modules.
- Fig. 1 shows a schematic and perspective view of a vehicle 1 with an optical assembly 2 for generating a real-time image and real-time assignment of objects in the environment of a current environment scenery.
- the optical assembly 2 puts the vehicle 1 in particular in the position of autonomous locomotion without the intervention of a vehicle driver.
- the vehicle 1 according to FIG. 1 is a passenger car.
- a road vehicle for example a truck, or a rail vehicle or aircraft, for example a passenger or cargo plane or a helicopter, in particular a drone, represent examples of a corresponding vehicle.
- a Cartesian xyz coordinate system is used below to clarify positional relationships.
- the x-axis runs in the direction of travel of the vehicle 1.
- the x- and y-axes span a plane parallel to a vehicle footprint, on a flat, horizontal surface, ie a horizontal plane.
- the z-axis runs vertically upwards perpendicular to the xy-plane.
- the vehicle 1 has a chassis with wheels la as ground-side chassis components that define a vehicle standing level when the vehicle 1 is stationary, namely the xy plane.
- the optical assembly 2 has a plurality of camera groups 3, 4, 5, 6, 7 and 8, which are approximately at the level of a circumferential body belt level, which runs at the level of the upper edges of the vehicle fenders, on a frame of the vehicle 1 are attached.
- the camera groups 3 to 7 are visible in FIG. 1.
- the camera group 8, which is hidden in the illustration according to FIG. 1, is also indicated schematically.
- the two camera groups 3 and 4 are mounted on the front of the vehicle at the front corner areas of the body where the front fenders, the hood and the front of the vehicle adjoin each other.
- the two camera groups 5 and 8 are mounted in the area of a lower end of a B-pillar between the two side vehicle doors.
- the two camera groups 6, 7 are each mounted in the area of the rear body corners, where the rear fenders, the trunk lid and the rear of the vehicle adjoin one another.
- the camera groups 3 to 8 are mounted at a distance of at least 50 cm from the vehicle footprint xy.
- the two camera groups 3 and 4 represent two front camera groups in relation to the direction of travel x of the vehicle 1 and the camera Groups 6 and 7 two rear camera groups.
- the two camera groups 5 and 8 represent two lateral camera groups in relation to the travel direction x of the vehicle 1. Due to the arrangement of the camera groups 3, 4, 6 and 7 at the corners, these camera groups simultaneously have the function of lateral Camera groups, so the camera groups
- Each of the camera groups has at least three cameras linked to one another via a respective camera signal connection in the form of a data processing unit 9 (cf. FIG. 2).
- Fig. 2 shows the two camera groups 7 and 8 of the optical assembly 2 in more detail.
- the drawing plane of Fig. 2 is parallel to the xz plane and the viewing direction of Fig. 2 falls on an assembly side of the respective camera group 7 , 8.
- the camera groups 3 to 8 basically have the same structure, so that it is mainly sufficient to describe camera group 7 below as an example.
- the camera group 7 has a group mounting body 10 for mounting cameras 1b, 12 7 , 13 7 of the camera assembly 7.
- the cameras 11 to 13 of the respective camera assembly 3 to 8 are each identified below with an index i, namely the reference number of the respective camera group 3 to 8, in order to assign the respective camera 11 to 13 to the respective camera group 3 to 8 to clarify.
- the group mounting body 10 is designed in such a way that it mounts the cameras 11 to 13 of the respective camera group 3 to 8 with a fixed relative location and relative orientation.
- the group assembly body 10 also has prepared retaining receptacles 14 7 , 15 7 for mounting additional cameras.
- the respective camera group 3 to 8 can thus be subsequently expanded by at least one additional camera to be installed.
- each of the camera groups 3 to 8 has exactly three built-in cameras 11 to 13 and exactly two additional, prepared recordings, so that the respective camera group 3 to 8, depending on the assignment of these prepared camera holding recordings, has two cameras, with three cameras, with four cameras or with five cameras can be equipped.
- camera groups with three to, for example, ten cameras are possible.
- Fig. 3 shows for selected cameras, namely the camera 13 7 Kame ra group 7 and the cameras 1 ls, 12s and 13s of the camera group 8, Ver connecting lines between entrance pupil centers EPZ these cameras 11 to 13, also known as Baselines are designated.
- the entrance pupil centers EPZ of the cameras 1L, 12i, 13i of a camera group i define a camera arrangement plane AE (cf. FIG. 3 right), in which the cameras 1li to 13i of one of the camera groups 3 to 8 are arranged are.
- the camera arrangement plane AE indicated on the right for the camera group in FIG. 3 does not have to run parallel to the xz plane and does not regularly do so.
- An angle between the camera arrangement plane AE and one of the main planes xy, xz, yz of the vehicle coordinates xyz is regularly between 10° and 80°.
- the length of the baselines B between the entrance pupil centers EPZ of two cameras 11, 12; 11, 13; 12, 13 of a camera group 3 to 8 is in the range between 5 cm and 30 cm. Depending on the version of the camera In groups 3 to 8, the length of these baselines B can also be in the range between 10 cm and 20 cm or in the range between 10 cm and 15 cm.
- intergroup baselines Bij between cameras 11 to 13 of the two camera groups 7, 8 are highlighted in FIG.
- the lengths of these intergroup baselines Bij lie in the range between 0.5 m and 3 m.
- This length of the intergroup baselines Bi j is comparable to the distance between the respective neighboring camera groups 3 to 8.
- the length of the intergroup baselines Bi can vary depending on the arrangement of the camera groups 3 to 8 also in the range between 1 m and 2 m.
- the length of the baselines Bi j for example between the cameras 1 L, 12s of the camera group 8 and the camera 13 7 of the camera group lies in the range between 0.5 m and 3 m and can for example be in the range between 1 m and 2 m flush.
- the entrance pupil centers EPZ of the cameras 11 to 13 of one of the camera groups 3 to 8 lie in the corners of a non-equilateral triangle 16.
- the respective triangle 16 can have two or three different side lengths, i.e. two or three baselines B of different lengths .
- the baselines B between the cameras 11 to 13 of a camera group 3 to 8 run at an angle to the vehicle arrangement plane xy in the range between 10° and 80°, ie run neither exactly horizontally nor exactly vertically.
- an angle d between the associated baseline B and the vehicle footprint xy is entered for a camera pairing 12s, 13s. draws. This angle d is around 70°, ie between 10° and 80°.
- the camera groups 3 to 8 are in turn connected to one another via a group signal connection between the respective data processing units 9 . Neither the camera signal connections nor this group signal connection is actually shown in FIG.
- One of the cameras 11 to 13 of the respective camera group 3 to 8, for example camera 11, can be defined as the master camera and the other cameras 12, 13 as slave cameras in terms of signal processing via the data processing units 9 .
- one of the camera groups 3 to 8 can be defined as a master camera group and the others as slave camera groups.
- FIG. 4 shows a further arrangement s variant of the camera groups 3 to 8 on an embodiment of the vehicle 1 as a golf cart. Camera groups 3 to 6 are visible in Fig. 4.
- Camera groups 3 to 8 are arranged in the roof area of vehicle 17 according to FIG. 4, with camera groups 3 to 8 being assigned to the directions “front”, “back”, “left side” and “right side” like this , as above in connection with the vehicle 1 of FIG. 1 erläu tert.
- FIGS. 5 and 6 Image recording directions of the cameras 3 to 8 are illustrated in FIGS. 5 and 6 using the example of the arrangements of the optical assembly 2 according to FIGS.
- FIG. 5 shows a top view of the vehicle 1 or 17, with only the cameras 3 to 8 being shown, and
- FIG. 6 shows a corresponding side view.
- a respective image recording direction 18 of the cameras 11 to 13 is shown double-indexed in the form 18 ⁇ , the index i indicating the assignment of the image recording direction 18 to the respective camera group 3 to 8 and the index j the assignment to the respective camera 11 to 13 of this camera group 3 to 8.
- Adjacent image recording directions 18i n to 18i 13 of the cameras 11 to 13 of one of the camera groups i have an individual camera angle a to one another which is in the range between 5° and 25° and for example 15°.
- An average direction value 19 can be assigned to each of the image recording directions 18i n to 18i 13 of the cameras 11 to 13 of one of the camera groups i.
- the direction of such a directional mean value 19 3 is shown in broken lines in FIGS.
- This respective mean direction value 19 3 is the mean value of the image recording directions I83 11 to I83 13 .
- the directional mean values 19i, 19j of the image recording directions of the cameras 11 to 13 of adjacent camera groups i, j assume a group camera angle g (cf. FIG. 5) to one another which is in the range between 30° and 100° and which is approximately 60° in the embodiment according to FIGS.
- the camera groups can be arranged in such a way that a total horizontal detection range (azimuth angle of polar coordinates) of 360° can be achieved, as is the case with the arrangement of the camera groups 3 to 8 according to FIGS.
- the arrangement of the camera groups can also be such that a total vertical detection range (polar angle of polar coordinates) of 180° is achieved. This is generally not necessary in the case of land vehicles, which is why this vertical overall detection range is not achieved with the arrangements of the camera groups 3 to 8 according to FIGS. 1 to 6.
- a vertical overall detection range can be achieved which is greater than 90°, which is greater than 120°, which is greater than 150° and which is in particular 180°.
- the cameras of the camera groups can, in particular, be designed as fish-eye cameras.
- Figure 7 shows two groups 7, 8, each with three cameras 11 to 13.
- the groups 7 on the one hand and 8 on the other hand each have an assigned data processing unit 9h, 9s for processing and evaluating the image data recorded by the associated cameras of the camera group 7, 8 .
- the two data processing units 9h, 9s are connected to one another via a signal line 21.
- cameras 1b to 137 of group 7 can be interconnected to capture a three-dimensional scene, so that a 3D capture of this three-dimensional scene is made possible.
- the image acquisition result for example, from camera 1 ls of the other group 8 can be used, which is made available to the data processing unit 9h of group 7 via the data processing unit 9s of group 8 and the signal line 21.
- This signal line 21 represents a group signal connection between the camera groups 7 and 8. Due to the spatial distance of the camera 1 ls to the cameras 117 to 13 7 of the group 7, there is a significantly different perspective when imaging the spatial scenery, which improves spatial image acquisition redundancy.
- Spatial image capture using the cameras of exactly one group 7, 8 is also referred to as intra-image capture.
- Spatial image acquisition involving the cameras of at least two groups is also referred to as inter-image acquisition.
- a triangulation determination can be used to determine the distance to the object.
- the triangulation can, for example, take place independently with the stereo arrangements of the cameras 12s, 13s, the cameras 13s, 1E and the cameras IE, 12s. The triangulation points of these three arrangements must match.
- a camera group like the groups 7, 8 can be arranged in the form of a triangle, for example in the form of an isosceles triangle. An arrangement of six cameras in the form of a hexagon is also possible.
- a camera close-up area covered by the respective group 7, 8 can be in the range between 80 cm and 2.5 m, for example.
- a far range can then also be captured with the image capturing device beyond the close range limit.
- Such a far range overlaps with the camera close-up range in terms of its lower limit and has an upper limit which is, for example, 50 m, 100 m or even 200 m.
- Each of the cameras 11 to 13 has a sensor chip which can be in the form of a CCD or CMOS chip.
- the sensor chip is designed as a two-dimensional pixel array.
- Each of the pixels may be rectangular or square, with a typical pixel extent at the sensor chip level ranging between 1 mth and 20 mth.
- Such a typical pixel extent may be in the range between 2 mth and 10 mth and in particular in the range between 3 mth and 5 mth.
- a relationship between See a lens focal length of a camera lens and the pixel extent can range from 100 to 1,000. In particular, this ratio is in the range between 500 and 700.
- the camera can provide a resolving power that is better than the pixel extent.
- a ratio between the achievable resolution and the pixel extent can be in the range between 0.1 and 0.5, for example.
- a distance error of between 1% and 5% can be tolerated in the area of the respective upper limit of the object distance.
- an upper object distance limit exclusive use of intra-baselines
- an upper object distance limit (exclusive use of inter-baselines) of 120 m there is a distance error in the range of 3 m, for example.
- Fig. 8 shows an embodiment of one of the cameras 11 to 13, which crizspielswei se instead of the (single) camera 1 h according to FIG. 3 or 7 can be used.
- the camera 1 h is designed as a double camera with an RGB sensor 25 and an IR sensor 26 .
- the RGB sensor 25 is designed to capture colored information in the visible optical wavelength range. Instead of the RGB sensor 25, a monochrome sensor for the visible wavelength range can also be used.
- the IR sensor 26 is sensitive to infrared wavelengths beyond the visible wavelength range.
- the sensors 25 and/or 26 can be designed as CCD sensors or as CMOS sensors.
- the sensors 25 and/or 26 are designed as array sensors with sensor pixels arranged in rows and columns.
- the two sensors 25, 26 are on a common carrier 27 installed on it.
- the two sensors 25, 26 are each equipped with camera optics 28 (for the RGB sensor 25) and 29 (for the IR sensor 26).
- the two camera optics 28, 29 are separate from one another, but are arranged spatially close to one another.
- a distance do A between the dashed lines in Fig. 8 indicated optical axes of the two camera optics 28, 29 is at most 35 mm.
- This distance do A can be between 20 and 30 mm and can also be smaller, for example in the range between 10 mm and 20 mm or in the range between 5 mm and 15 mm.
- the small distance do A ensures a negligible image offset of the camera optics 28, 29. This facilitates the evaluation of the detection data on the sensors 25, 26.
- the double camera 1 h has a common camera optics for both sensors 25, 26.
- the double camera 117 has two signal outputs 30A , 30B for reading out data on the sensors 25, 26 to a data processing module system, which is explained in more detail below in particular.
- the signal outputs 30 A , 30 B are parallel signal outputs.
- the double camera 117 or the optical assembly 2 in general can be equipped with an IR light source 31, which illuminates the objects to be detected and associated with the cameras 11 to 13 with IR light.
- This IR illumination by the IR light source 31 can be an illumination for generating an IR texturing.
- This IR texturing can be designed so that it does not have a regular pattern. This IR illumination facilitates detection and assignment of the surrounding objects or a detection and assignment of corresponding object features or object signatures.
- the IR light source 31 can be a laser.
- the IR light source can create a short exposure of surrounding objects.
- the respective camera 11 to 13 or the optical assembly 3 in general can be equipped with a narrow-band filter for selecting certain wavelength ranges. This can be used to pre-filter imaging light which reaches sensors 25 and 26, respectively. When using a narrow-band IR filter, ambient light can be effectively filtered, apart from heat sources. A corresponding pre-filtering can alternatively or additionally also take place temporally with the aid of a shutter synchronized in particular with a pulse frequency of the IR light source 31 .
- an RGBIR sensor can also be used, which is also not shown in the drawing.
- This RGBIR sensor can be operated with a three-step acquisition sequence. With a long exposure time, an RGB component can be captured. A first IR exposure component can be recorded in a first short exposure step and a second IR exposure component can be recorded in a second brief exposure step. Both IR exposure components can be subtracted from each other.
- RGBIR Red, green, blue
- IR infrared wavelengths
- RGBIR sensor can be operated as follows: At a point in time t1, RGB signals are read in during an exposure time of 10 ms, for example. At a further point in time t2, IR signals are read in with simultaneous IR exposure for a period of less than 1 ms. At a further point in time t3, IR signals are read in without additional IR exposure. The difference in the images at times t2 and t3, apart from an object movement in the interim period, exclusively represents the effect of the IR exposure, i.e. it eliminates daylight or sunlight components.
- the RGB time t1 should be at or between times t2 and t3.
- the IR sensor of the double camera like the camera 1 h or an IR sensor part of an RGBIR sensor can have two charge stores. With the aid of such an IR sensor with two charge stores, IR difference images can already be obtained from a charge difference of two charges recorded in quick succession with such a IR sensor can be obtained.
- a data readout process from the two sensors 25, 26 can be carried out in stitched form, so that, for example, one line of the RGB sensor 25 and then one line of the IR sensor 26 is read out. In this way, RGB and IR information can be assigned to a candidate object point. Alternatively, it is possible to read both sensors 25, 26 sequentially.
- FIG. 9 shows an embodiment of one of the cameras 11 to 13 as a hybrid camera, which can be used instead of the (single) camera 11s, for example.
- This hybrid camera 1 ls has close-range optics 32 and long-range optics 33. Close-range optics 32 can be designed as fish-eye optics.
- the long-range optics 33 can be designed as telephoto optics.
- the close-range optics 32 is part of a close-range double camera in the manner of the double camera 117, which was explained above with reference to FIG.
- the far-range optics 33 are part of a double-far-range camera, also with the basic structure corresponding to the double camera 117 of FIG. 8. Accordingly, components in FIG. 9 correspond to those of FIG. 8 , given the same reference numerals.
- a carrier 27 is assigned to each of the two field optics 32, 33 of the hybrid camera 11s.
- the two carriers 27 are firmly connected to one another via a rigid connecting component 34 .
- the rigid connection component 34 ensures that no undesired shifting takes place between the two carriers 27 of the field optics 32, 33.
- a lateral distance dm between the close-range optics 32 and the far-range optics 33 is less than 50 mm and can be less than 25 mm, less than 20 mm, less than 15 mm or even less than 10 mm. In particular, this distance between the two range optics 32, 33 can be so small that an image offset between the close-range optics 32 and the far-range optics 33 during data evaluation within the optical assembly 2 is not significant.
- Signal outputs to the sensors 25, 26 of the long-range optics 33 are denoted by 35A and 35B in FIG. 9 and basically correspond to the signal outputs 30A, 30B, which were explained above in connection with FIG.
- the long-range optics 33 can be designed to detect objects at a distance of between 50 m and 300 m, in particular at a distance of between 80 m and 150 m, for example at a distance of 100 m.
- the far-range optics 33 enable a higher distance resolution in this larger distance range.
- the distance range in which the long-range optics 33 offers a high resolution borders on the distance range in which the close-range optics 32 offers a high resolution, either directly on or overlapping with this distance range.
- a vertical angle between the at least one optical axis of the long-range optics 33 to the horizontal can be smaller than a corresponding angle of the at least one optical axis of the close-range optics 32 to the horizontal.
- a zoom optic with a focal length that can be specified in a focal length range can be used.
- the focal length of such a zoom lens system can be predetermined by means of a setting actuator.
- a control actuator can be equipped with a central control/regulation unit of the optical assembly 2 are in signal connection, with which in turn the data processing module system is in signal connection.
- Such a zoom camera can ensure intrinsic calibration for different zoom positions.
- Such a zoom optic can be used in particular for robotic applications of the optical assembly 2 .
- FIG. 10 shows two camera groups 7, 8 in an example similar to FIG. 7, which can be used instead of the camera groups 3 to 8 explained above.
- the respective camera groups 7, 8 each have four individual cameras.
- the respective fourth camera R7 of camera group 7 and R H of camera group 8 is an additional redundancy camera. This can be used to ensure fail-safety of the respective camera group 7, 8, which nominally requires, for example, three functioning individual cameras (fail-operational status).
- the intra-baselines B between the individual cameras of one of the two camera groups 7, 8 and the inter-baselines B between selected cameras of different of the two camera groups are shown in FIG. 10 corresponding to the representation according to FIG 7, 8. Those baselines that are used in a current object association are highlighted with heavier lines.
- the two redundancy Cameras R7, Rs are not taken into account in this baseline usage example, so they do not take part in the data processing in this failure-free state.
- FIG. 11 shows an exemplary arrangement of six camera groups 3 to 8 as components of the optical assembly 2 of the vehicle 1.
- Each of the individual camera groups 3 to 8 can cover a close range, as already explained above. If one of the camera groups 3 to 8 is equipped with long-range optics 33, this camera group can also cover a long-range individually.
- An interaction of two particularly adjacent camera groups, for example camera groups 7 and 8, enables long-range evaluation by using the inter-baselines Bi j , as already explained above.
- the optical assembly can also have at least one lidar sensor, which leads to additional error redundancy for object detection and assignment.
- the measurement using such a lidar sensor leads to a form redundancy in addition to the optical object distance measurement carried out with the optical assembly 2 .
- lidar measurement light pulses can be measured to measure a time offset and converted into a distance signal by multiplying them with the speed of light.
- a phase between a transmitted and a received light intensity wave can be determined in the lidar measurement, which is then converted into a time offset and finally into a distance s value using the speed of light.
- Fig. 12 shows details of a data processing module system 36 of the optical assembly 2. A total of three camera groups are shown in Fig. 12 using the example of camera groups 3 (front left), 4 (front right) and 5 (middle right) in the arrangement on the vehicle 1, for example, according to FIG. 11.
- Each of the cameras 1b, . . . R3; 1 U, . . . R4; 115, . . . R5 is listed as a dual camera in accordance with what was discussed above with particular reference to FIGS. 8 and 10.
- FIG. 1b, . . . R3; 1 U, . . . R4; 115, . . . R5 is listed as a dual camera in accordance with what was discussed above with particular reference to FIGS. 8 and 10.
- the data processing module system 36 has at least one data processing unit for processing the camera data from the individual cameras in camera groups 3 to 8 for real-time imaging and real-time assignment of the surrounding objects or object features or object signatures.
- the data processing module system 36 has the camera groups 3 to 8 assigned data processing group modules, which are also referred to as nodes.
- the camera group 3 is assigned the data processing group modules 37 and 37R .
- the camera group 4 is assigned the data processing group modules 38, 38R .
- the camera group 5 is assigned the data processing group modules 39, 39R .
- the group modules 37 R , 38 R , 39 R are redundancy data processing group modules that are either only used if the group modules 37, 38, 39 to be replaced fail or signal data from the associated cameras of the camera -Process groups 3 to 5 in normal operation to increase the mapping and assignment accuracy and/or assignment speed.
- the data processing group modules 37 to 39, 37 R to 39 R have the same structure, so that it is sufficient below to essentially describe one of the group modules, which is done using the group module 37 as an example.
- the data processing group module 37 has a total of six signal inputs 40i to 40 6 , which are combined to form a multi-pole signal input 40 .
- the signal inputs 40i to 40 3 are connected to the signal outputs 35 A of the cameras I I3 to 13 3 of the camera group 3.
- the signal input 40 4 is connected to the signal output 35 A of the redundant camera R3 of the camera group 3.
- the signal inputs 40s and 40 6 are in signal connection with signal outputs 411, 4 h of the data processing group module 38 of the camera group 4.
- the signal inputs 40i and 40 2 of the group module 37 are in signal connection with the corresponding signal outputs 411, 4 h of this group module 37.
- an inter-baseline evaluation can be carried out by the data processing module system 36 at the level of the data processing group modules 37, 38, ... .
- the integration of a main module of the data processing module system 36, which is still to be described, is not required for this.
- Signal outputs 411, 4h of group module 39 of camera group 5 are also in signal connection with signal inputs 40s, 400 of group module 38 of camera group 4 via corresponding signal connections.
- a quick inter-baseline calculation at the group level is possible via this direct connection between the signal outputs 4h and signal inputs 40i of the group modules, which are assigned to different camera groups.
- An additional inter-baseline calculation is also possible at the level of the main data processing modules 42, 42R .
- the signal outputs of two cameras can be routed to the signal inputs of group module 37 of camera group 3, or the data more or fewer cameras at the group level can be exchanged directly between the groups.
- Signal connections at the group module level to create a ring of neighboring camera group assignments or a network between the camera groups are also possible. Such networking can be particularly helpful when the optical assembly 2 is used in aviation.
- the additional redundancy data processing group modules 37 R , 38 R and 39 R which in turn can replace the group modules 37, 38 and 39 in the event of a failure, or alternatively to increase the mapping and assignment accuracy and/or to increase the mapping and assignment calculation speed can be used are constructed in exactly the same way as group modules 37 to 39.
- the signal inputs 40i to 40 4 , for example, of the redundancy data processing group module 37 R are in signal connection with the signal outputs 35 B of the cameras 113, 123, 13 3 and R3.
- one of the cameras lli , 12i, 13i, Ri supplies a group module and a redundancy group module via the two signal outputs 35A, 35B .
- Age- natively instead of, for example, three cameras, each with two signal outputs 35A/B, six cameras, each with one signal output 35, could be used.
- the signal inputs 40s and 406 of the redundancy data processing group module 37R are connected to the signal outputs 41i, 4h of the redundancy data processing group module 383 of the adjacent camera group 4 in a signal connection.
- the signal outputs 41i, 4h of the redundancy data processing group module 37R are in turn connected to signal inputs 40 5 , 40 6 of another redundancy data processing basic module (not shown).
- the signal outputs 4h, 4h of the basic data processing module 37 are in signal connection with signal inputs 40s, 400 of a further basic data processing module (not shown).
- This signal connection ensures that the respective camera 1 left one of the camera groups 3, 4, 5, ... for internal data processing together with the recording data of the cameras of another camera group 3, 4, 5, ... .
- the respective data processing group modules for example the data processing group module 37 and the redundancy data processing group module 37R, are each assigned to exactly one of the camera groups, in this case the camera group 3.
- the data processing module system 36 also includes a main data processing level. This has a data processing main module 42, which is assigned to all camera groups 3 to 5, . . . .
- the main data processing module 42 is in signal connection with the group modules 37 to 39, ... and 37 R to 39 R , ... via signal connections 43 i, which can be Ethernet signal connections.
- a data communication between the cameras 1 E to 13i, Ri on the one hand and the group modules 37 to 39, ...; 37 R to 39 R , ... on the other hand and between these group modules 37 to 39, ... ; 37 R to 39 R , ... on the one hand and the data processing main modules 42 can take place according to a MEPI/CSI interface standard.
- the main data processing module 42 has a main processor 44 and a coprocessor 45.
- the main processor 44 is verified by the coprocessor 45 and monitored.
- the main processor 44 reads the results of all group modules 37 to 39, . . . ; 37 R to 39 R , ... via their respective communication interfaces 46 from.
- the main processor 44 compares the results results of these different group modules 37 to 39, ... and, if necessary, the connected redundancy group modules 37 R to 39 R , so that here, in particular in overlapping areas of the fields of view of the camera groups 3 to 5, ... additional error security is created.
- the main processor 44 forwards control signals from the results of the acquisition and processing of the data from the group module level to the optical assembly 2 on the one hand and to the unit equipped with it, for example the vehicle 1, on the other.
- a redundancy data processing main module 42 R is provided in the main level of data processing, which is constructed in the same way as the data processing main module 42 and accordingly with the group modules 37 to 39, . . . ; 37 R to 39 R , ... is connected.
- the redundancy data processing main module 42 R is used when, for example, the coprocessor 45 of the data processing main module 42 comes to the conclusion that the results of the main pro processor 44 of the data processing main module 42 are not reliable, or if the data processing Main module 42 shuts down for other reasons.
- this redundancy data processing main module 42 R can also be used in normal operation to increase the mapping and assignment accuracy and/or to increase the mapping and allocation speed can be used and thereby work in parallel with the main data processing module 42 .
- Corresponding overlapping areas of the detection areas, in particular of neighboring camera groups 3 to 8, can be further evaluated between a smallest relevant object size to be expected and a largest relevant object size to be expected. These size ranges can be specified depending on the application of the optical assembly. When used on a vehicle, a smallest size can have a typical dimension of 5 cm, for example, and a largest object can have the typical dimension of 10 m.
- a comparison of an object point distribution within a specific object height range can be made. This can be done in a Stixel representation, in which objects are approximated in the form of vertically extended, rod-shaped elements.
- a comparison of object data captured and mapped in an overlap area between different camera arrays can be made within an area of uncertainty around each 3D data point.
- the size of the area of uncertainty can be specified depending on the application. Even a minimum number of adjacent data points within assigned object candidates or within corresponding points resulting from the detection and assignment clouds, can also be specified depending on the application.
- Intra-baseline overlaps of different camera groups whose detection areas overlap (inter/intra) or a comparison between an inter-baseline detection within a camera group and an intra-baseline detection between this camera group can be read out and the neighboring camera group in the overlapping detection area.
- the object can either be discarded or, in the sense of a conservative, safety approach, be taken into account as an existing object. If no candidate values are detected at all in a specific detection area, ie a camera detection area turns out to be unusually object-free, this unusually object-free area can be interpreted as an obstacle in the sense of a security approach.
- data processing main module 42 several, for example two, three or four point clouds, which result from the acquisition and allocation of data processing group modules 37 to 39 of adjacent camera groups, can be checked against one another. This results in a further functionally redundant level.
- Another form-redundant level results from two differently working processors either at the level of the group modules or at the level of the main module.
- FIG. 13 shows an alternative data processing module system 48 up to and including the level of the group modules. So here the main module level is omitted, which is constructed according to FIG.
- the camera groups 8 (centre left, cf. Fig. 11), 3 (front left) and 4 are examples (from right) shown.
- the group modules assigned to camera group 8 are denoted by 37', 37 R ' in FIG. 13 and correspond to group modules 37 and 37 R of camera group 3.
- hybrid group module 49 To process the signal outputs 35 A , 35 B of the long-range optics 33 of these hybrid cameras R3 11 , lh H are additional hybrid data processing group modules, namely a hybrid group module 49 and a redundant hybrid group module 49 R , the structure of which is fundamental additionally corresponds to the data processing group modules described above in connection with FIG.
- the signal input 40 2 of the hybrid group module 49 is in signal connection with the signal output 35 A of the long-range optics 33 of the hybrid camera R3 11 .
- the signal input 40 4 is connected to the signal output 35 A of the long-range optics of the hybrid camera 1 ls H.
- the signal input 40i of the hybrid group module 49 is connected to the signal output 4h of the group module 38 of the camera group 4 in signal connection.
- the signal output 4h of the hybrid group module 49 is connected to the signal input 40 4 of the group module 37 of the camera group 3 in signal connection.
- the signal output 4h of the hybrid group module 49 has a signal connection to the signal input 40s of the group module 37 of the camera group 3.
- the wiring of the redundancy hybrid group module 49 R is corresponding and is not shown explicitly in FIG.
- This signal switching of the hybrid group module 49 leads to a corresponding integration of the hybrid cameras R3 11 and 1 ls H of the camera groups 3 and 4 for the detection and evaluation of inter- and intra-baseline camera pairs, as explained above.
- the detection data from the long-range optics 33 are also taken into account, compared and used to increase the fail-safety.
- a redundancy camera namely camera R3 11
- a hybrid camera is designed as a hybrid camera.
- a normal operation camera for example one of the cameras II3 to II3 3 in camera group 3, can also be designed as a hybrid camera.
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CN202280016776.5A CN116888972A (zh) | 2021-02-23 | 2022-02-22 | 用于生成环境对象的实时图像和实时分配的光学组件以及包括这样组件的车辆 |
EP22709294.7A EP4298780A1 (de) | 2021-02-23 | 2022-02-22 | Optische baugruppe zur erzeugung einer echtzeit-abbildung und einer echtzeit-zuordnung von umgebungs-objekten sowie fahrzeug mit einer derartigen baugruppe |
JP2023551186A JP2024509777A (ja) | 2021-02-23 | 2022-02-22 | 環境物体のリアルタイム画像及びリアルタイム割り当てを生成するための光学アセンブリ、及びそのようなアセンブリを備える車両 |
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- 2022-02-22 WO PCT/EP2022/054305 patent/WO2022179998A1/de active Application Filing
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DE102018132676A1 (de) | 2018-12-18 | 2020-06-18 | Valeo Schalter Und Sensoren Gmbh | Verfahren zum Lokalisieren eines Fahrzeugs in einer Umgebung |
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DE102021201678A1 (de) | 2022-08-25 |
CN116888972A (zh) | 2023-10-13 |
JP2024509777A (ja) | 2024-03-05 |
EP4298780A1 (de) | 2024-01-03 |
US20240147084A1 (en) | 2024-05-02 |
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