Page 31 - Kutnar, Andreja, et al., eds., 2015. Proceedings of the 1st COST Action FP1307 International Conference - Life Cycle Assessment, EPDs, and modified wood. University of Primorska Press, Koper.
P. 31
ntify
  a
  log
  by
  means
  of
  two
  images,
  is
  part
  of
  ongoing
  scientific
  research.
  The
  shape
 
characteristic
  of
  annual
  rings
  (Figure
 1),
  location
  of
  pith,
  and
  log
  shape
  are
  considered
  as
  unique
 
biometric
  features
  (similar
  to
  ridges
  in
  human
  fingerprints)
  which
  are
  assumed
  to
  distinguish
 
between
 logs.
 


 

Figure
 1:
 
  Sectional
  RGB
  image
  of
  log
  end
  face
  (left),
  binary
  image
  displaying
  segmented
 

annual
 rings
 (right).
 

RGB
  images
  were
  used
  because
  cameras
  like
  GoPro
  cameras
  can
  easily
  be
  mounted
  on
  the
 
harvester.
  With
  technical
  modifications
  these
  cameras
  can
  be
  triggered
  via
  remote
  control
  and
 
can
 be
 placed
 in
 shock
 absorbent
 plastic
 housings.
 

A
  previous
  study
  used
  the
  annual
  ring
  pattern
  on
  rough
  log
  end
  faces
  for
  recognition
  purposes.
 
This
  study
  showed
  that
  logs
  can
  be
  distinguished
  by
  means
  of
  a
  gabor
  filter
  databank
  using
 
distinct
  block
  processing.
  Computing
  statistical
  index
  numbers
  of
  each
  block
  with
  a
  gabor
  filter
 
forms
  the
  basis
  for
  feature
  vectors,
  allowing
  logs
  to
  be
  identified
  using
  RGB
  images
  of
  log
  end
 
faces.
  The
  study
  showed
  that
  logs
  can
  even
  be
  reliably
  identified
  by
  images
  made
  several
 
centimetres
 behind
 the
 original
 slice.
 

References
 

Lins
  da
  Silva
  D.,
  Corrêa
  P.L.P.,
  Najim
  L.H.
  2010.
  Requirements
  analysis
  for
  a
  traceability
  system
  for
 
management
  wood
  supply
  chain
  on
  Amazon
  Forest.
  In:
  Proceedings
  of
  IEEE
  5th
  International
 
Conference
 on
 Digital
 Information
 Management
 (ICDIM)
 2010;
 1(1):
 87–94.
 

European
  Timber
  regulation
  2010.
  Regulation
  (EU)
  No
  995/2010
  of
  the
  European
  Parliament
  and
  of
  the
 
council
  of
  20th
  October
  2010
  laying
  down
  the
  obligations
  of
  operators
  who
  place
  timber
  and
  timber
 
products
 on
 the
 market.
 Official
 Journal
 of
 the
 European
 Union.
 Brussels,
 2010.
 

Tzoulis
 I,
 Andreopoulou
 Z.,
 2013.
 Emerging
 traceability
 technologies
 as
 a
 tool
 for
 quality
 wood
 trade.
 In:
 6th
 
International
  Conference
  on
  Information
  and
  Communication
  Technologies
  in
  Agriculture,
  Food
  and
 
Environment
 (HAICTA
 2013).
 Procedia
 Technology
 2013;
 8:606-­‐611.
 

Schraml
  R,
  Charwat-­‐Pessler
  J,
  Uhl
  A.
  2014.
  Temporal
  and
  longitudinal
  variances
  in
  wood
  log
  cross-­‐section
 
image
 analysis.
 In:
 Proceedings
 of
 the
 IEEE
 International
 Conference
 on
 Image
 Processing
 (ICIP).
 Paris,
 
2014.
 

Acknowledgments
 

The
 authors
 would
 like
 to
 thank
 the
 FWF
 Austrian
 Science
 Fund
 for
 financing
 the
 research
 
project
 TRP
 254-­‐N13.


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