Apparatus and method for classifying vehicles using electromagnetic waves and pattern recognition

• US 5,752,215 A
• Filed: 02/26/1996
• Issued: 05/12/1998
• Est. Priority Date: 02/28/1995
• Status: Expired due to Term

• Current Assignee: Light Headed Development (Proprietary) Limited, Nortech International (Proprietary) Limited
• Original Assignee: Livingstone Legend Enterprises (Proprietary) Limited
• Inventors: Vermeulen, Pieter Johannes Erasmus, Loubser, Gerrit Jacobus, Zaaiman, Ben Thomas, Putter, Paul-Boer
• Primary Examiner(s): Louis-Jacques, Jacques H.
• Assistant Examiner(s): Pipala, Edward J.
• Application Number:
  US08/606,566
• Time in Patent Office: 806 Days
• Field of Search: 364/436, 364/437, 364/438, 340/933, 340/934, 340/935, 340/942, 701/117, 701/118, 701/119
• US Class Current: 701/117
• CPC Class Codes: G08G 1/015 with provision for distinguishing between two or more types of vehicles, e.g. between motor-cars and cycles
• CPC Class Codes: G08G 1/04 using optical or ultrasonic detectors

Abstract

Apparatus and a method for classifying objects moving in a defined range 18 within an operational region is disclosed and claimed. The apparatus finds particular application as a vehicle counter 10. The apparatus is mounted adjacent a road 18 and utilizes a distance-finder 12 to obtain a sequence of distance data relating to a vehicle passing on the road. The distance data and time data are utilised by a signal generator 34 to generate on two-dimensional pattern, wherein one dimension is time and the other is distance, representing the vehicle in the range. A filter filters out data relating to objects falling outside the range, thereby to limit unwanted noise. A neural net 38 classifies the pattern according to one of a plurality of classes, including direction of travel. Counter 40 is used to count vehicles classified as moving in direction A or direction B.

Claims

1. Apparatus for classifying movement of an object moving in a defined range within an operative region, the apparatus comprising:

distance-finding means mountable adjacent said operative region;

the distance finding means comprising transmitter means for transmitting stationary beams of electromagnetic waves along a given stationary field extending through said operative region;

receiver means located adjacent said transmitter means for receiving reflections of said beams from regions on an object moving in said operative region through said field, to determine from said reflections the presence or absence of the object in the range, said moving object being representative of one of a plurality of different classes;

controller means connected to the distance-finding means for causing the distance-finding means over a period of time to illuminate regions on the object with the beams and to determine from reflections of the beams from the regions a sequence of data relating to the presence or absence of the object in the range as the object moves along the operative region, for gathering data relating to the time relation of the sequence of data and for filtering out data regarding objects in the operative region but outside of said range;

the controller means further comprising signal generating means responsive to said reflections for generating a multi-dimensional pattern representing said object moving in the range wherein said multi-dimensional pattern has a first dimension in the time domain; and

pattern recognition means connected to the signal generating means to receive as an input said pattern and for classifying the pattern according to one of said plurality of different classes and for providing a corresponding output signal.

2. Apparatus as claimed in claim 1 wherein the distance-finding means includes means for determining from said reflections the distance of said regions on the object from a reference and wherein said data relating to presence or absence of the object comprises a sequence of distance data relating to the distance of the said regions on the object from the reference as the object moves through the field;

and wherein a second dimension of said multi-dimensional pattern comprises the distance from the reference.

3. Apparatus as claimed in claim 1 wherein the distance-finding means includes a range gate and the defined range extends between a first boundary and a second boundary and wherein the controller means comprises filter means for filtering out data relating to reflections received from objects beyond the second boundary, constituting a maximum range of the range gate.

4. Apparatus as claimed in claim 3 wherein the distance-finding means is located adjacent but spaced from the said first boundary and wherein the controller means further comprises further filter means for filtering out data relating to reflections received from objects between the distance-finding means and said first boundary constituting a minimum range of said range gate.

5. Apparatus as claimed in claim 1 wherein the distance-finding means utilizes time of flight of a pulse transmitted by the transmitter means towards a region on the object from where it is reflected and back to the receiver means, to determine the distance of said regions on the object from the reference.

6. Apparatus as claimed in claim 1 comprising segmentation means connected to said signal generating means to receive said multi-dimensional pattern as an input and for segmenting the pattern into classifiable events.

7. Apparatus as claimed in claim 6 wherein the segmentation means segments the pattern by fitting geometrical masks onto the pattern.

8. Apparatus as claimed in claim 1 wherein the pattern recognition means comprises a neural net.

9. Apparatus as claimed in claim 1 wherein the transmitter means comprises a single transmitter for transmitting beams in a single field, the field having a center axis which is at an angle of less than 90°

relative to an elongate axis of the operative region.

10. Apparatus as claimed in claim 1 wherein the transmitter means comprises first and second transmitters and the receiver means comprises first and second receivers constituting first and second transmitter and receiver pairs, the pairs being spaced from one another to transmit beams in first and second fields having a first and a second, center axis respectively, the first and second axes being substantially parallel to one another substantially perpendicular to an elongate axis of the operative region, and wherein the signal generating means generates the multi-dimensional pattern from data received from both said first and second pairs.

11. Apparatus as claimed in claim 10 wherein the first and second transmitter and receiver pairs are pivotably mounted in a housing to adjust the elevation of the first and second transmitter and receiver pairs and wherein the housing is mountable on a support structure.

12. Apparatus as claimed in claim 11 wherein the housing comprises a saddle arrangement for abutting against a support on which the housing is mounted.

13. Apparatus as claimed in claim 12 wherein the saddle arrangement defines a slot having a bell-shaped profile.

14. Apparatus as claimed in claim 13 wherein the bell shaped profile comprises opposed linear regions in regions thereof spaced from an apex of the profile.

15. Apparatus as claimed in claim 11 wherein the housing comprises a cover which is removably mountable on a back plate and wherein the housing defines a window region for the first and second transmitter and receiver pairs.

16. Apparatus as claimed in claim 1 wherein the operative region has an elongate axis, the transmitter means comprises first and second transmitters and the receiver means comprises first and second receivers constituting first and second transmitter-receiver pairs, each pair being associated with a unique transmitter-receiver pair index, the pairs being spaced from one another to transmit beams in first and second fields having first and second center axes respectively extending transversely to the elongate axis of the operative region;

and wherein the signal generating means includes means for generating from data received from both said first and second transmitter and receiver pairs the multi-dimensional pattern, having a first dimension in the time domain and a second dimension comprising the transmitter-receiver pair index.

17. Apparatus as claimed in claim 16 wherein the operative region is divided into at least first and second defined ranges each associated with a unique range index and wherein the multi-dimensional pattern is a three dimensional pattern and wherein the third dimension is range index.

18. A method of classifying objects moving in a defined range within an operative region, the method comprising the steps of:

illuminating an object moving in the operative region with a sequence of pulses transmitted along a given stationary path from a distance-finding means adjacent said operative region, said object being representative of one of a plurality of different classes and causing reflections of said pulses;

receiving said reflections of said pulses at said distance-finding means;

filtering out data from those received reflections from objects outside of said range;

generating a multi-dimensional pattern from said reflections and representing said object moving in the range wherein said pattern has a first dimension in the time domain;

classifying said pattern according to one of said plurality of different classes; and

providing an output signal corresponding to said classified pattern.

19. A method as claimed in claim 18 comprising the step of determining from said transmitted pulses and said reflections the distance of regions on the object from a reference and wherein the step of generating a multi-dimensional pattern comprises generating a two dimensional pattern representing the object having a second dimension comprising distance from the reference.

20. A method as claimed in claim 18 wherein the operative region is divided into at least a first and a second range each associated with a unique range index wherein said distance-finding means comprises at least first and second transmitter and receiver pairs each associated with a unique transmitter receiver pair index, said pairs for illuminating the object with said -pulses and to receive reflections, wherein said pulses and said reflections are utilized to determine whether the object is in said first or said second range and wherein the step of generating a multi-dimensional pattern comprises generating a three dimensional pattern representing the object having a first dimension in the time domain, a second dimension comprising transmitter receiver pair index and a third dimension comprising range index.

21. A method of classifying objects moving in a defined range within an operative region divided into at least a first and a second range each associated with a unique range index, the method comprising the steps of:

illuminating an object moving in the operative region with a sequence of transmitted pulses from a distance-finding means adjacent said operative region, said object being representative of one of a plurality of different classes and causing reflections of said pulses;

receiving said reflections of said pulses at said distance-finding means;

generating a multi-dimensional pattern representing said object moving in the range;

classifying said pattern according to one of said plurality of different classes; and

providing an output signal corresponding to said classified pattern;

said distance-finding means comprising at least first and second transmitter and receiver pairs each associated with a unique transmitter receiver pair index, said pairs for illuminating the object with said pulses and to receive reflections, determining by utilizing said reflections and pulses whether the object is in said first or said second range and wherein the step of generating a multi-dimensional pattern comprises generating a three dimensional pattern representing the object having a first dimension in the time domain, a second dimension comprising transmitter receiver pair index and a third dimension comprising range index.

22. Apparatus for classifying movement of a plurality of objects, each object moving in a different one of a plurality of parallel paths, said paths each defining a corresponding different range within an operative region, the apparatus comprising:

distance-finding means adjacent to said operative region and comprising transmitter means for transmitting beams of electromagnetic radiation through said operative region and said paths, said paths each at a corresponding different distance to said distance-finding means;

receiver means located adjacent said transmitter means for receiving reflections of said beams from regions of each object moving in said operative region along said paths, to determine from said reflections the presence or absence of an object in the range of a corresponding selected path, said moving object in the selected path being representative of one of a plurality of different classes;

controller means connected to the distance-finding means for causing the distance-finding means over a period of time to illuminate regions on the objects moving on said paths within said ranges with the beams and to determine from reflections of the beams from the illuminated regions a sequence of data relating to the presence or absence of an object in the corresponding range of the selected path as that object moves along the operative region, for gathering data relating to the time relation of the sequence of data and for filtering out data regarding objects moving in the operative region outside of said selected path range;

the controller means further comprising signal generating means responsive to said reflections for generating a multi-dimensional pattern representing said object moving in the range of the selected path wherein said multi-dimensional pattern has a first dimension in the time domain; and

pattern recognition means to read to the signal generating means to receive as an input said pattern and for classifying the pattern according to one of said plurality of different classes and for providing a corresponding output signal.