DI-VISION23IND08

WP3 – Robust reference dense-image matching, classification and evaluation algorithms

Current status at Month 26 (M26)

Reporting interval: M0 – M32 (WP3 report D4)

M26
81%
Elapsed time
(M26/32)
23 activities · click a row for details
Task / Activity
Title and key objective
Lead
Due(month)
M0M4M8M12M16M20M24M28M32
Current status
Task 3.1
Generator of reference data for validating reference, commercial and open-source dense-image matching software
A3.1.1
Literature review (ISO 5436-2, FreeFORM, etc.)
LNE
M06
A3.1.2
Mathematical formulation and generator implementation
LNE
M09
A3.1.3
Accuracy assessment and numerical uncertainty
LNE
M12
A3.1.4
“Degree of difficulty” metric for reference datasets
LNE, POLITO
M15
A3.1.5
Generate and document reference datasets (≥3)
LNE(+ consortium)
M18
Task 3.2
Robust reference dense-image matching algorithms
A3.2.1
Review and compare existing algorithms
GUM(+ consortium)
M12
A3.2.2
Coarse matching methods
CNAM(+ consortium)
M15
A3.2.3
Fine dense-image matching algorithms (ICP, CNN, etc.)
UPHF(+ consortium)
M18
A3.2.4
Validated reference datasets for testing
LNE
M22
A3.2.5
Evaluate algorithm performance
LNE
M22
A3.2.6
Uncertainty evaluation (Monte Carlo)
POLITO(+ consortium)
M24
A3.2.7
Experimental validation on real datasets
LNE, CNAM
M28
Task 3.3
Robust classifiers of defects
A3.3.1
Bilateral filtering for hyperspectral visualisation
SwanU, WUT
M18
A3.3.2
Robust filtering of raw dense images
UPHF(+ consortium)
M18
A3.3.3
CNN-based semantic segmentation (2 methods)
UNIPD, POLITO, UPHF
M20
A3.3.4
Compare traditional vs CNN-based feature detection
IGN
M20
A3.3.5
Deep CNN model for hyperspectral classification
SwanU, WUT
M24
A3.3.6
Bayesian uncertainty estimation and open-access code
TEKNIKER, GUM
M26
Task 3.4
Reference algorithms for evaluating geometric characteristics on freeforms
A3.4.1
Least-squares rigid registration (2 ref. + 2 industrial sets)
LNE
M28
A3.4.2
Geometric association/fitting methods
FU, GUM, TEKNIKER
M28
A3.4.3
Areal surface texture evaluation (ISO 25178)
INRIM, GUM
M28
A3.4.4
Monte Carlo uncertainty evaluation
TEKNIKER, GUM
M30
A3.4.5
WP3 technical report D4
LNE(+ consortium)
M32
Completed
(explicitly marked Done)
Past due / likely delayed
(deadline passed, last reported Ongoing)
Ongoing
(last reported Ongoing, due after M26)
Not active
(last reported Not active)

Statistics at M26

Completed
5 · 22%
Delayed
11 · 48%
Ongoing
1 · 4%
Not active
6 · 26%

Distribution of the 23 WP3 activities by current status at M26.