CA2514788A1 - System and method for the detection of bluestain and rot on wood - Google Patents

System and method for the detection of bluestain and rot on wood Download PDF

Info

Publication number
CA2514788A1
CA2514788A1 CA 2514788 CA2514788A CA2514788A1 CA 2514788 A1 CA2514788 A1 CA 2514788A1 CA 2514788 CA2514788 CA 2514788 CA 2514788 A CA2514788 A CA 2514788A CA 2514788 A1 CA2514788 A1 CA 2514788A1
Authority
CA
Canada
Prior art keywords
wood
piece
collector
scanning unit
light
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
CA 2514788
Other languages
French (fr)
Inventor
John Laurent
Mario Talbot
Daniel Ethier
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Institut National dOptique
Autolog Inc
Original Assignee
Institut National dOptique
Autolog Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from CA002478737A external-priority patent/CA2478737A1/en
Application filed by Institut National dOptique, Autolog Inc filed Critical Institut National dOptique
Priority to CA 2514788 priority Critical patent/CA2514788A1/en
Publication of CA2514788A1 publication Critical patent/CA2514788A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/46Wood
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/3563Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing solids; Preparation of samples therefor
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/359Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/89Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
    • G01N21/8901Optical details; Scanning details
    • G01N21/8903Optical details; Scanning details using a multiple detector array
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/89Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
    • G01N21/892Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles characterised by the flaw, defect or object feature examined
    • G01N21/898Irregularities in textured or patterned surfaces, e.g. textiles, wood
    • G01N21/8986Wood
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/314Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry with comparison of measurements at specific and non-specific wavelengths
    • G01N2021/3181Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry with comparison of measurements at specific and non-specific wavelengths using LEDs
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/47Scattering, i.e. diffuse reflection
    • G01N2021/4735Solid samples, e.g. paper, glass
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N2021/845Objects on a conveyor
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/89Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
    • G01N21/8901Optical details; Scanning details
    • G01N2021/8908Strip illuminator, e.g. light tube
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/06Illumination; Optics
    • G01N2201/062LED's

Landscapes

  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Wood Science & Technology (AREA)
  • Textile Engineering (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

A system for detecting bluestain and rot in wood in a wood processing plant including a conveyor for conveying a piece of wood through a scanning area includes a scanning unit comprising a plurality of scanners arranged to scan a face of the piece of wood in a direction perpendicular to a conveying direction.
Each of the scanners include a light for illuminating a point on the piece of wood; a collector for collecting light reflected from the piece of wood; a splitter for splitting the collected light into at least two beams; a filter for filtering out of each of the beams a wavelength associated with each of the beams, each of the wavelengths being different; a collector for collecting the filtered light, the collector being adapted to output a signal related to an intensity of the filtered light; and a comparator for comparing the output of each of the collector, the comparator being adapted to output a signal when a ratio between the signal between each of the collector exceeds a predetermined threshold.

Description

SYSTEM AND METHOD FOR THE DETECTION
OF BLUESTAIN AND ROT ON WOOD
FIELD OF THE INVENTION
The present invention relates to a system and method for the detection of bluestain and rot on wood. More specifically, the present invention concerns such a system and method where the detection is made by spectrally analysing tight reflected off the wood.
DESCRIPTION OF THE PRIOR ART
The quantity of wood that is stained with bluestain is constantly increasing, particularly since the forests of British Columbia have been infested with an insect known as mountain pine beetle. This type of wood is easily distinguished from other woods by its blue colour, due to the fungi carried by the insect. The volume of bluestain wood treated by mills increases, but consumers are reluctant to use this wood, even though studies have demonstrated that the physical properties of the wood are unaffected. Mill operators would like to the able to grade bluestain wood during the early stages of classification, either at the planing step or at the cutting step. The colour of bluestain wood, varying from grey to black, is also akin to that of rot. Hence, a sensor for detecting bluestain must detect not only bluestain but also rot, without being affected by the other natural defects of the wood.
There is not presently technology available in sawmills (and particularly those of first transformation) which permits the detection of bluestain. There are scanners that exist, but they are used in mills of secondary transformation. Most of the scanners are based on 2D colour cameras, the image of which is then analysed by a computer program. The problem is that the colour of the bluestain is difficult to determine with any certainty from a colour image, and is easily mistaken for other defects. Furthermore, the computer programs are based on complicated algorithms which compare regions of the image in order to make a determination, which makes the processing of the image heavy and difficult to implement in real time. The detection level being low, human intervention is generally required to make a final classification of the wood.
SUMMARY OF THE INVENTION
It is an object of the present invention to provide a system and method for detecting bluestain and rot on a piece of wood which is based on a spectral analysis of the piece of wood.
In accordance with one aspect of the invention, there is provided a system for detecting bluestain and rot in wood in a wood processing plant, said wood processing plant including a conveyor for conveying a piece of wood through a scanning area, said system comprising:
a scanning unit comprising a plurality of scanners arranged to scan a face of said piece of wood in a direction perpendicular to a conveying direction of said piece of wood, each of said scanners comprising:
a light for illuminating a point on said piece of wood;
a collector for collecting light reflected from said piece of wood;
a splitter for splitting said collected light into at least two beams;
a filter for filtering out of each of said beams a wavelength associated with each of said beams, each of the wavelengths being different;
a collector for collecting the filtered light, said collector being adapted to output a signal related to an intensity of said filtered light; and a comparator for comparing the output of each of the collector, said comparator being adapted to output a signal when a ratio between said signal between each of said collector exceeds a predetermined threshold.
In accordance with another aspect of the invention, there is provided a system for grading a piece of wood based on the detection of bluestain and rot, said system comprising:
a first scanning unit according to claim 1 for scanning a top of said piece of wood;
a second scanning unit according to claim 1 for scanning a bottom of said piece of wood;
a data collector which synchronizes said output of said comparator with the passage of said wood piece through said scanning area in order to scan said wood piece at a predetermined interval, for collecting said output of each of said comparator; and a grading computer for grading said piece of wood according to data collected by said data collector.
In accordance with yet another aspect of the invention, there is provided a method for detecting bluestain and rot in wood comprising the steps of:
(a) providing a scanning unit comprising a plurality of scanners arranged to scan a face of said piece of wood in a direction perpendicular to a conveying direction of said piece of wood;
(b) with said scanning unit:
(i) illuminating a point on said piece of wood;
(ii) collecting light reflected from said piece of wood;
(iii) splitting said collected light into at least two beams;
(iv) filtering out of each of said beams a wavelength associated with each of said beams, each of the wavelengths being different;
(v) collecting the filtered light with a collector adapted to output a signal related to an intensity of said ~Itered light;
(vi) comparing the output of each of the collector;
and (vii) outputting a signal when a ratio between said signal between each of said collector exceeds a predetermined threshold.
BRIEF DESCRIPTION OF THE DRAWINGS
The invention will be described in more detailed in the following description of a preferred embodiment of the invention, made with reference to the following drawings in which:
Figure 1 is schematic representation of a system for grading a piece of wood conveyed in a longitudinal direction, consisting of two scanning units, a data collector and a grading computer;
Figure 2 is cross-sectional view of Figure 1 showing only the top scanning unit;
Figure 3 is a schematic representation of the arrangement of the light, the lens and the filters and detectors;
Figure 4 is a bottom view of a scanning unit;
Figure 5 is a detailed view of the scanner, showing details different from those of Fig. 3; and Figure 6 is a schematic view of two scanning units for each surface of the piece of wood, offset from each other.
As mentioned previously, the present invention is based on a spectral analysis of the piece of wood. This provides the advantage that the detection does not depend on the interpretation of an image, as in the scanners of the prior art, but rather depends on the reaction of the wood to certain specific wavelengths of light reflected off the piece of wood.
More specifically, the present invention concerns a system for detecting bluestain and rot in wood in a wood processing plant, the wood processing plant including a conveyor 10 for conveying a piece of wood through a scanning area 12.
The system includes a scanning unit 20 comprising a plurality of scanners 22 arranged to scan a face of the piece of wood in a direction perpendicular to a conveying direction of said piece of wood. The scanning unit can be monolithical, in that it is made of a single piece, or could be made of a plurality of individual scanners mounted together. In Fig. 1, the scanners are individual.
Referring now to Figs. 2, 3 and 5, each of the scanners includes a light 23 for illuminating a point on said piece of wood. There is also provided a collector 25 for collecting light reflected from the piece of wood; a splitter 27 for splitting the collected light into at least two beams 29, 31; and a filter 33, 34 for filtering out of each of the beams 29, 31 a wavelength associated with each of the beams, each of the wavelengths being different. The scanners further include a collector 35, 36 for collecting the filtered light, the collector being adapted to output a signal related to an intensity of said filtered light; and a comparator 37 for comparing the output of each of the collector, the comparator being adapted to output a signal when a ratio between the signal between each of said collector exceeds a predetermined threshold.
As better shown in Figs. 3 and 5, the light 23 is preferably LEDs. More preferably, the LEDs are arranged in a line (which is parallel to the conveying direction of the piece of wood). In order to provide better results, the LEDs are further disposed on either side of the collector 25, which is in a preferred embodiment a lens.
Further preferably, the LEDs are selected to emit light in the spectrum of 900 to 1200 nm.
Given the fact that pieces of wood have varying thicknesses, the LEDs are adapted to illuminate the piece of wood with a stable intensity for a depth of inches (see Fig. 2). Thus, the scanning unit 22 is preferably placing 6 inches away from the conveyor 10.
As shown in Fig. 3, the splitter 27 and filter 34 are a single component, as a person skilled in the art of optics would readily understand. The detectors 35, 36, as shown in Fig. 5, are preferably mounted on PCBs, which further include the electronic components required to output the signal related to the intensity of light.
Such detectors are well known, and are readily available.
The comparator 27 is also a well known component, and details of its construction are not included herein. However, the output of the comparator is preferably an analog signal, varying for example between 0-10 V, indicative of the strength of the signals received by the collectors.
As mentioned previously, the present invention is based on a spectral analysis of the light reflected from the piece of wood. It has been found that although a single wavelength may be used for the purpose of detecting bluestain and rot, the efficiency and accuracy of the system is further increased by comparing a ratio between the intensity of at least two wavelengths. It should be noted that the ration can compare three or more wavelengths, but accuracy does not necessarily increase.
The inventors have found that the best results occur in the range of 900-1200 nm.
Two combinations of wavelengths have been found to be the best: the ratio of nm over 965 nm (or 980 nm over 960 nm) and 1140 nm over 955 nm. The choice will most likely depend on the impact of false detections caused by knots. If a false detection would have no impact, then the first pair of wavelengths should be selected; otherwise the second should be considered.
In order to provide optimal scanning, the wood is conveyed longitudinally, and the scanning unit is provided with twelve scanners, separated from each other by a distance of one inch (see Fig. 4). Of course, if the piece of wood is scanned transversely, then the scanning unit should have enough scanners to scan the whole length of the piece of wood.
The system of the present invention is further preferably connected to a data collector which is operatively associated with the conveyor. This enables the data collector to synchronize the collection of data as the piece of wood passes through the scanning area 12. Preferably, the piece of wood is scanned at every 0.125 to every 0.500 inch, depending on the accuracy required.
As is typical in sawmills, there are also grading computers, which permit the grading of a piece of wood according to a variety of surface defects, etc. The data collector can then be integrated into a grading system.
In order to provide even greater accuracy, as shown in Fig. 6, two scanning units can be placed over each surface of the piece of wood. In such a case, the scanning units on one side a offset by approximately'/2 inch.
Although the present invention has been explained hereinabove by way of a preferred embodiment thereof, it should be pointed out that any modifications to this preferred embodiment within the scope of the appended claims is not deemed to alter or change the nature and scope of the present invention.

Claims (11)

1. A system for detecting bluestain and rot in wood in a wood processing plant, said wood processing plant including a conveyor for conveying a piece of wood through a scanning area, said system comprising:
a scanning unit comprising a plurality of scanners arranged to scan a face of said piece of wood in a direction perpendicular to a conveying direction of said piece of wood, each of said scanners comprising:
a light for illuminating a point on said piece of wood;
a collector for collecting light reflected from said piece of wood;
a splitter for splitting said collected light into at least two beams;
a filter for filtering out of each of said beams a wavelength associated with each of said beams, each of the wavelengths being different;
a collector for collecting the filtered light, said collector being adapted to output a signal related to an intensity of said filtered light; and a comparator for comparing the output of each of the collector, said comparator being adapted to output a signal when a ratio between said signal between each of said collector exceeds a predetermined threshold.
2. A system according to claim 1, wherein said light is adapted to shine a point on said piece of wood that is stable in intensity over a depth of 3 inches.
3. A system according to claim 1, wherein said light is in the range of 900-1200 nm.
4. A system according to claim 1, wherein said system includes 12 scanners, aligned with each other in a direction perpendicular to said conveying direction of said piece of wood, each of the scanners being separated by an inch.
5. A system according to claim 4, wherein said system is comprised of 12 individual scanners.
6. A system according to claim 4, wherein said system is comprised of 12 scanners monolithically assembled in one piece.
7. A system according to claim 1, wherein said system is further operatively connected to a data collector which synchronizes said output of said comparator with the passage of said wood piece through said scanning area in order to scan said wood piece at a predetermined interval.
8. A system according to claim 7, wherein said interval is between 0.125 and 0.500 inches.
9. A system for grading a piece of wood based on the detection of bluestain and rot, said system comprising:
a first scanning unit according to claim 1 for scanning a top of said piece of wood;
a second scanning unit according to claim 1 for scanning a bottom of said piece of wood;
a data collector which synchronizes said output of said comparator with the passage of said wood piece through said scanning area in order to scan said wood piece at a predetermined interval, for collecting said output of each of said comparator; and a grading computer for grading said piece of wood according to data collected by said data collector.
10. A system according to claim 9, wherein said system further includes:
a third scanning unit according to claim 1, said third scanning unit being located adjacent said first scanning unit, and offset from said first scanning unit;
and a fourth scanning unit according to claim 1, said fourth scanning unit being located adjacent said second scanning unit, and offset from said second scanning unit.
11. A method for detecting bluestain and rot in wood comprising the steps of:
(a) providing a scanning unit comprising a plurality of scanners arranged to scan a face of said piece of wood in a direction perpendicular to a conveying direction of said piece of wood;
(b) with said scanning unit:
(i) illuminating a point on said piece of wood;
(ii) collecting light reflected from said piece of wood;
(iii) splitting said collected light into at least two beams;
(iv) filtering out of each of said beams a wavelength associated with each of said beams, each of the wavelengths being different;
(v) collecting the filtered light with a collector adapted to output a signal related to an intensity of said filtered light;
(vi) comparing the output of each of the collector; and (vii) outputting a signal when a ratio between said signal between each of said collector exceeds a predetermined threshold.
CA 2514788 2004-08-06 2005-08-08 System and method for the detection of bluestain and rot on wood Abandoned CA2514788A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CA 2514788 CA2514788A1 (en) 2004-08-06 2005-08-08 System and method for the detection of bluestain and rot on wood

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CA2,478,737 2004-08-06
CA002478737A CA2478737A1 (en) 2003-08-26 2004-08-24 Lamp base for a high-pressure discharge lamp and high-pressure discharge lamp
CA 2514788 CA2514788A1 (en) 2004-08-06 2005-08-08 System and method for the detection of bluestain and rot on wood

Publications (1)

Publication Number Publication Date
CA2514788A1 true CA2514788A1 (en) 2006-02-06

Family

ID=35889865

Family Applications (1)

Application Number Title Priority Date Filing Date
CA 2514788 Abandoned CA2514788A1 (en) 2004-08-06 2005-08-08 System and method for the detection of bluestain and rot on wood

Country Status (1)

Country Link
CA (1) CA2514788A1 (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ITBZ20110004A1 (en) * 2011-01-17 2012-07-18 Microtec Srl EQUIPMENT FOR DETECTION OF SURFACE CHARACTERISTICS OF A WOOD PIECE
WO2019114372A1 (en) * 2017-12-14 2019-06-20 北京木业邦科技有限公司 Artificial-intelligence-based veneer defect detection method, system and device
CN110346378A (en) * 2019-07-24 2019-10-18 浙江欧视电科技有限公司 A kind of full-automatic AOI detection device
EP3667302A1 (en) * 2018-12-10 2020-06-17 Procemex Oy Overhead sidelight
LV15630A (en) * 2020-09-25 2022-04-20 Zippy Vision, Sia A system for product inspection, marking and manipulation on a conveyor belt

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ITBZ20110004A1 (en) * 2011-01-17 2012-07-18 Microtec Srl EQUIPMENT FOR DETECTION OF SURFACE CHARACTERISTICS OF A WOOD PIECE
WO2019114372A1 (en) * 2017-12-14 2019-06-20 北京木业邦科技有限公司 Artificial-intelligence-based veneer defect detection method, system and device
EP3667302A1 (en) * 2018-12-10 2020-06-17 Procemex Oy Overhead sidelight
US11128808B2 (en) 2018-12-10 2021-09-21 Procemex Oy Overhead sidelight
CN110346378A (en) * 2019-07-24 2019-10-18 浙江欧视电科技有限公司 A kind of full-automatic AOI detection device
CN110346378B (en) * 2019-07-24 2024-05-14 浙江欧视电科技有限公司 Full-automatic AOI check out test set
LV15630A (en) * 2020-09-25 2022-04-20 Zippy Vision, Sia A system for product inspection, marking and manipulation on a conveyor belt

Similar Documents

Publication Publication Date Title
US20060056659A1 (en) System and method for the detection of bluestain and rot on wood
CN101832941B (en) Fruit quality evaluation device based on multispectral image
CN105044062B (en) Aflatoxin on-line measuring device and the material separation device using the device
US6525319B2 (en) Use of a region of the visible and near infrared spectrum to predict mechanical properties of wet wood and standing trees
Bellon et al. Feasibility and performances of a new, multiplexed, fast and low-cost fiber-optic NIR spectrometer for the on-line measurement of sugar in fruits
EP3954984B1 (en) Defect inspection system, defect inspection method, and defect inspection program for wood plank
EP2041552B1 (en) Method for measuring the volume or the end face diameter of a tree trunk and for quality control
CA2514788A1 (en) System and method for the detection of bluestain and rot on wood
Wells et al. Defect detection performance of automated hardwood lumber grading system
JP5298684B2 (en) Foreign object detection device and detection method
JP4260985B2 (en) Tea leaf quality measuring method, quality measuring apparatus and rating processing apparatus
CA2601490C (en) Methods for detecting blue stain in lumber
JPH0534281A (en) Evaluating apparatus for appearance of melon
EP2345887B1 (en) Process and apparatus for determining the properties of a piece of timber
EP2065676A1 (en) Methods for detecting compression wood in lumber
CA2601486C (en) Methods for detecting compression wood in lumber
US7679752B2 (en) Methods for detecting pitch in lumber
US5493404A (en) Method and apparatus for sensing color of articles
US9880095B2 (en) Laser based system for bitumen content determination, E.G., using discrete wavelength spectroscopic analysis
US5557414A (en) Method and apparatus for classifying articles according to their color
US20050121619A1 (en) Document identification system
Bond Characterization of wood features using color, shape, and density parameters
Li et al. Multispectral imaging for early decay detection in citrus fruit
Österberg Wood quality and geometry measurements based on cross section images
JPH04238207A (en) Defect inspecting device

Legal Events

Date Code Title Description
FZDE Dead