Apparatus for classifying movement of objects along a passage by type and direction employing time domain patterns

• US 5,519,784 A
• Filed: 05/16/1995
• Issued: 05/21/1996
• Est. Priority Date: 10/07/1992
• Status: Expired due to Term

• Current Assignee: Ritztrade 170 (Proprietary) Limited
• Original Assignee: Ben T. Zaaiman, Paul-Boer Putter, Pieter J.E. Vermeulen
• Inventors: Putter, Paul-Boer, Vermeulen, Pieter J. E., Zaaiman, Ben T.
• Primary Examiner(s): Couso, Jose L.
• Application Number:
  US08/441,783
• Time in Patent Office: 371 Days
• Field of Search: 382/100, 382/141, 382/181, 382/192, 382/276, 382/282, 382/271, 348/152-155
• US Class Current: 382/100
• CPC Class Codes: G01V 8/22 using reflectors
• CPC Class Codes: G06V 40/20 Movements or behaviour, e.g. gesture recognition recognition of facial expressions G06V40/16
• CPC Class Codes: G07C 9/00 Individual registration on entry or exit
• CPC Class Codes: G08B 13/183 by interruption of a radiation beam or barrier

Abstract

An array of spaced parallel linear radiation beams are projected across a passage in sequentially spaced regions. Detectors sense when the beams are interrupted by one or more persons moving in the passage in either of two opposite directions. The beams are interrupted at different times in a sequence corresponding to the number of and direction of movement of persons. The sequentially generated interrupted beam signals are stored as object movement historic information in memory and later processed to generate composite beam interrupt patterns manifesting the number of persons and direction of movement, the patterns being a function of time domain and sensor index, i.e., sensor identity and position in the passage. The resulting generated patterns are compared to reference patterns utilizing computerized pattern recognition analysis such as with an artificial neural network. The comparison classifies the persons in the passage into direction of movement and number.

Claims

1. Apparatus for classifying the movement of objects along the length of a passage comprising:

means for forming a passage having a length defined by an entrance and an exit spaced from the entrance and through which said objects enter, pass through and leave said passage;

signal generating means coupled to the passage responsive to the presence of said objects in the passage for generating a plurality of first object sense signals each manifesting the presence or absence of at least one of said objects moving through a plurality of different regions spaced along the length of the passage, each region corresponding to a different one of said first signals, each first signal having an associated sense index having a value representing its corresponding region, said at least one sensed moving object representing at least one of a plurality of different classes;

means including signal segmenting means responsive to the first signals applied as an input thereto for generating from said first sense signals a segmented pattern representation signal representing a multi-dimensional pattern manifesting the at least one object moving in the spaced regions, said pattern comprising a plurality of segments at least one of which segments manifests the movement of the at least one object along the passage, said at least one segment comprising a first dimension in the time domain and a second dimension comprising said sense index value of each said plurality of first signals; and

means including pattern recognition means for classifying the at least one segment of the pattern according to the at least one of said different classes and for generating a corresponding output signal.

2. Apparatus for classifying movement of objects along a passage comprising:

means for forming said passage having a length defined by an entrance and an exit spaced from the entrance and through which passage said objects pass;

a plurality of object sensors in an array spaced along the passage length, each sensor for generating a corresponding first signal manifesting the presence or absence of at least one object moving in the passage in a corresponding one of a plurality of spaced regions each defined by an object sensor spaced along the length of the passage, each sensor being associated with a corresponding sensor index having a value representing its sensor region, said at least one object moving in the passage representing at least one of a plurality of different classes;

signal generating means including means responsive to the first signals applied as an input thereto for generating a multi-dimensional pattern representation signal whose pattern manifests the presence or absence of the at least one object in the spaced regions, said pattern having a plurality of segments at least one of which manifests the movement of the at least one object along the passage length, said at least one segment comprising a first dimension in the time domain and a second dimension comprising said sensor index value of each of said plurality of first signals; and

pattern recognition means responsive to the pattern representation signal applied as an input thereto for classifying the at least one segment of the pattern according to the at least one of said different classes and for generating a corresponding output signal.

3. Apparatus as in claim 2 wherein said signal generating means includes means for storing the generated sense signals as a historic two dimensional representation of the at least one sensed moving object, said signal generating means including means for generating said pattern representation signal from said historic stored representation.

4. Apparatus as claimed in claim 2 wherein the signal generating means includes means for periodically sampling said first signals.

5. Apparatus as claimed in claim 2 wherein the sensors generating the first object sense signals include means for generating a radiation beam in each said regions, said beams in the regions being parallel, said beams being spaced along the passage length according to the relationship:

space="preserve" listing-type="equation">Δ

d.sub.n+1 =kΔ

d.sub.n

where;

Δ

d_n+1 and kΔ

d_n are subsequent spacings between said beams;

Δ

d₀ is the spacing between those two adjacent beams which are closest to one another; and

k is a constant.

6. Apparatus as claimed in claim 4 wherein the signal generating means for generating the pattern representation signal includes means for forming each segment from a plurality of corresponding first signals beam portions wherein the values of each sensed beam portion does not change over a time period greater than a selected minimum value.

7. Apparatus as claimed in claim 2 wherein the signal generating means comprises means for geometrically segmenting the pattern employing geometrical masks with selected shaped fitted on the representation pattern for segmenting the representation into segments separated by areas where the masks substantially overlap with those areas in the pattern representation representative of the absence of objects in said spaced regions along the length of the passage.

8. Apparatus as claimed in claim 2 wherein the pattern recognition means includes means for comparing the generated pattern representation signal with a reference pattern employing an artificial neural network.

9. Apparatus as claimed in claim 8 including means for feeding as an input to the artificial neural network before the at least one segment of the pattern representation signal is classified by the artificial neural network a feature vector comprising as elements a combination of moments of inertia of the representation, eccentricity of the representation and angle of eccentricity of the representation and which feature vector describes the pattern representation.

10. Apparatus as claimed in claim 2 wherein the signal generating means includes run length encoding means for encoding the sense signals and means for electronically storing the encoded sense signals.

11. Apparatus as claimed in claim 2 wherein the object sensors comprise a first elongate carrier for the sensors, the sensors being spaced in a longitudinal direction along said first carrier to face transversely said first carrier.

12. Apparatus as claimed in claim 11 wherein four sensors are provided on said first carrier and wherein the spacing between adjacent, sensors increases from one end of said first carrier to an opposite end thereof.

13. Apparatus as claimed in claim 11 wherein the sensors are barrier sensors, each sensor comprising a combined source for infra-red light and an infra-red detector mounted on said first elongate carrier and a separate associated reflector mounted on a second elongate carrier;

said first and second carriers in use, being mounted on opposite sides of the passage, so that each combination faces its associated reflector.

14. Apparatus as claimed in claim 2 wherein the means for generating a multi-dimensional pattern representation signal comprises a sampler connected to the outputs of said sensors, run length encoder means for encoding said sampled outputs and computing means comprising a processor including an associated memory arrangement and a clock responsive to said encoded sampled outputs applied thereto.

15. Apparatus as claimed in claim 2 wherein the computerized pattern recognition means comprises an artificial neural network trained to provide at an output thereof an indication of the classification performed thereby.

16. Apparatus as claimed in claim 15 wherein the output of the artificial neural network is provided to a counter for counting the number of objects that passed in a selected direction along the passage during a defined period of time.

17. Apparatus for classifying the movement of objects along the length of a passage comprising:

passage means for forming said passage including an entrance and an exit spaced therefrom defining a passage length;

means coupled to the passage means for generating a plurality of first object sense signals across said passage at spaced intervals along the passage length, each signal manifesting the presence or absence of at least one object moving through a plurality of different spaced regions along the length of the passage, each region corresponding to a different one of said first signals, each first signal having an associated sense index having a value representing its corresponding region, said at least one sensed object representing at least one of a plurality of different classes comprising the movement of the at least one object in either of two opposite directions along the passage;

pattern generating means responsive to the sense signals applied thereto for generating from said first sense signals a pattern representation signal representing a multi-dimensional pattern manifesting the at least one object moving in the spaced regions along the passage length, said pattern of the representation signal comprising a plurality of segments at least one of which segments manifests the movement of the at least one object along the passage, said at least one segment comprising a first dimension in the time domain and a second dimension comprising said sense index value of each of said first signals; and

pattern recognition means for classifying the at least one segment of the pattern according to the at least one of said different classes and for generating a corresponding output signal.

20. The apparatus of claim 17 wherein the signal generating means includes means for storing the generated sense signals as a historic two dimensional representation of the at least one sensed moving object, said means for generating the pattern representation signal including means for segmenting said pattern representation signal from said historic stored sense signals.

18. Apparatus for classifying movement of objects along a passage comprising:

means for forming a passage having a length defined by an entrance spaced from an exit through which said object passes;

a plurality of object sensors in an array spaced along the passage length, each sensor for generating a corresponding first signal manifesting the presence or absence of at least one object moving in the passage in a corresponding one of a plurality of spaced regions along the length of the passage, each sensor being associated with a corresponding sensor index having a value representing its corresponding region, said at least one object when moving in the passage representing at least one of a plurality of different classes comprising movement of the at least one object is either of two opposite directions along the passage;

signal generating means including means responsive to the first signals applied as an input thereto for generating a multi-dimensional pattern representation signal whose pattern manifests the presence or absence of the at least one object in the spaced regions, said pattern having a plurality of segments at least one of which manifests the movement of the at least one object along the passage, said at least one segment comprising a first dimension in the time domain and a second dimension comprising said sensor index value of each said first signals; and

pattern recognition means responsive to the pattern representation signal applied as an input thereto for classifying the at least one segment of the pattern according to the at least one of said different classes and for generating a corresponding output signal.

19. The apparatus of any one of claims 2 and 18 including means for storing the generated sense signals as a historic two dimensional representation of the at least one sensed moving object, said signal generating means for generating the pattern representation signal including means for generating said pattern representation signal from said stored historic two dimensional representation sense signals.