19.7.3.4.1 Inspection -- Metal, Coins

Barlach, F.[Flemming],
Payphone coin validation using pattern recognition,
PR(23), No. 3-4, 1990, pp. 379-384.
Elsevier DOI 0401
BibRef

Hossfeld, M.[Michael], Chu, W.Y.[Wei-Yi], Eich, M.[Manfred], Adameck, M.[Markus],
Fast 3D-Vision System to Classify Metallic Coins by their Embossed Topography,
ELCVIA(5), No. 4, December 2006, pp. 47-63.
DOI Link 0703
BibRef

Kampel, M.[Martin], Huber-Mörk, R.[Reinhold], Zaharieva, M.[Maia],
Image-Based Retrieval and Identification of Ancient Coins,
IEEE_Int_Sys(24), No. 2, March-April 2009, pp. 26-34.
IEEE DOI 0905
BibRef

Huber-Mörk, R.[Reinhold], Zambanini, S.[Sebastian], Zaharieva, M.[Maia], Kampel, M.[Martin],
Identification of ancient coins based on fusion of shape and local features,
MVA(22), No. 6, November 2011, pp. 983-994.
WWW Link. 1110
BibRef

Zambanini, S.[Sebastian], Kampel, M.[Martin],
Coarse-to-Fine Correspondence Search for Classifying Ancient Coins,
eHeritage12(II:25-36).
Springer DOI 1304
BibRef

Zambanini, S.[Sebastian], Kavelar, A.[Albert], Kampel, M.[Martin],
Improving Ancient Roman Coin Classification by Fusing Exemplar-Based Classification and Legend Recognition,
MM4CH13(149-158).
Springer DOI 1309
BibRef

Zaharieva, M.[Maia], Kampel, M.[Martin], Zambanini, S.[Sebastian],
Image Based Recognition of Ancient Coins,
CAIP07(547-554).
Springer DOI 0708
BibRef

Kampel, M.[Martin], Zaharieva, M.[Maia],
Recognizing Ancient Coins Based on Local Features,
ISVC08(I: 11-22).
Springer DOI 0812
BibRef

Wang, J.P.[Jang-Ping], Jheng, Y.C.[Yi-Cih], Huang, G.M.[Guo-Ming], Chien, J.H.[Jen-Hsien],
Artificial neural network approach to authentication of coins by vision-based minimization,
MVA(22), No. 1, January 2011, pp. 87-98.
WWW Link. 1101
BibRef

Shen, L., Jia, S., Ji, Z., Chen, W.S.,
Extracting local texture features for image-based coin recognition,
IET-IPR(5), No. 5, 2011, pp. 394-401.
DOI Link 1108
BibRef

Anwar, H.[Hafeez], Zambanini, S.[Sebastian], Kampel, M.[Martin],
Coarse-grained ancient coin classification using image-based reverse side motif recognition,
MVA(26), No. 2-3, April 2015, pp. 295-304.
WWW Link. 1504
BibRef
Earlier:
A rotation-invariant bag of visual words model for symbols based ancient coin classification,
ICIP14(5257-5261)
IEEE DOI 1502
Computational modeling BibRef
Earlier: A1, A2, Only:
Supporting Ancient Coin Classification by Image-Based Reverse Side Symbol Recognition,
CAIP13(II:17-25).
Springer DOI 1311

See also Invariant Image-Based Species Classification of Butterflies and Reef Fish. BibRef

Anwar, H.[Hafeez], Zambanini, S.[Sebastian], Kampel, M.[Martin], Vondrovec, K.,
Ancient Coin Classification Using Reverse Motif Recognition: Image-based classification of Roman Republican coins,
SPMag(32), No. 4, July 2015, pp. 64-74.
IEEE DOI 1506
Art
See also Efficient Scale- and Rotation-Invariant Encoding of Visual Words for Image Classification. BibRef

Zambanini, S.[Sebastian], Kavelar, A.[Albert], Kampel, M.[Martin],
Classifying Ancient Coins by Local Feature Matching and Pairwise Geometric Consistency Evaluation,
ICPR14(3032-3037)
IEEE DOI 1412
Feature extraction BibRef

Kavelar, A., Zambanini, S., Kampel, M., Vondrovec, K., Siegl, K.,
The Ilac-Project: Supporting Ancient Coin Classification by Means of Image Analysis,
CIPA13(373-378).
HTML Version. 1311
BibRef

Kim, S.[Semin], Lee, S.H.[Seung Ho], Ro, Y.M.[Yong Man],
Image-based coin recognition using rotation-invariant region binary patterns based on gradient magnitudes,
JVCIR(32), No. 1, 2015, pp. 217-223.
Elsevier DOI 1511
Region binary pattern BibRef

Aslan, S.[Sinem], Vascon, S.[Sebastiano], Pelillo, M.[Marcello],
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games,
PRL(131), 2020, pp. 158-165.
Elsevier DOI 2004
BibRef

Anwar, H.[Hafeez], Anwar, S.[Saeed], Zambanini, S.[Sebastian], Porikli, F.M.[Fatih M.],
Deep ancient Roman Republican coin classification via feature fusion and attention,
PR(114), 2021, pp. 107871.
Elsevier DOI 2103
Coins dataset, Compact bilinear pooling, Convolutional networks, Visual attention, Residual blocks, Roman Republican coins BibRef

Bavandsavadkouhi, I.[Iman], Khazaee, S.[Saeed], Suen, C.Y.[Ching Y.],
An Autoencoding Method for Detecting Counterfeit Coins,
SSSPR22(292-301).
Springer DOI 2301
BibRef

Schlag, I., Arandjelovic, O.,
Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles,
eHeritage17(2898-2906)
IEEE DOI 1802
Clothing, Face, Face recognition, Metals, Visualization BibRef

Hmood, A.K.[Ali K.], Dittimi, T.V.[Tamarafinide V.], Suen, C.Y.[Ching Y.],
Scale and Rotation Invariant Character Segmentation from Coins,
ICIAR17(153-162).
Springer DOI 1706
BibRef

Kim, J., Pavlovic, V.,
Discovering characteristic landmarks on ancient coins using convolutional networks,
ICPR16(1595-1600)
IEEE DOI 1705
Bayes methods, Character recognition, Head, Image recognition, Neural networks, Optimization, Visualization BibRef

Khazaee, S.[Saeed], Rad, M.S.[Maryam Sharifi], Suen, C.Y.[Ching Y.],
Detection of Counterfeit Coins Based on Modeling and Restoration of 3D Images,
CompIMAGE16(178-193).
Springer DOI 1704
BibRef

Benligiray, B.[Burak], Cakir, H.I.[Halil Ibrahim], Topal, C.[Cihan], Akinlar, C.[Cuneyt],
Counting Turkish Coins with a Calibrated Camera,
CIAP15(II:216-226).
Springer DOI 1511
BibRef

Kim, J.P.[Jong-Pil], Pavlovic, V.[Vladimir],
Improving Ancient Roman Coin Recognition with Alignment and Spatial Encoding,
VISART14(149-164).
Springer DOI 1504
BibRef

Pan, X.Y.[Xing-Yu], Puritat, K.[Kitti], Tougne, L.[Laure],
A New Coin Segmentation and Graph-Based Identification Method for Numismatic Application,
ISVC14(II: 185-195).
Springer DOI 1501
BibRef

Kim, J.P.[Jong-Pil], Pavlovic, V.[Vladimir],
Ancient Coin Recognition Based on Spatial Coding,
ICPR14(321-326)
IEEE DOI 1412
Accuracy BibRef

Arandjelovic, O.D.[Ognjen D.],
Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval,
ECCV12(IV: 317-330).
Springer DOI 1210
BibRef

Arandjelovic, O.D.[Ognjen D.],
Automatic attribution of ancient Roman imperial coins,
CVPR10(1728-1734).
IEEE DOI 1006
Geometry-free models of appearance do not perform better than chance. BibRef

Ghanem, T.M.[Taraggy M.], Moustafa, M.N.[Mohamed N.], Shahein, H.I.[Hussein I.],
Gabor wavelet based automatic coin classsification,
ICIP09(305-308).
IEEE DOI 0911
BibRef

Fasuga, R.[Radoslav], Kašpar, P.[Petr], Šurkovský, M.[Martin],
Design of Searchable Commemorative Coins Image Library,
ISVC09(II: 397-406).
Springer DOI 0911
BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Inspection -- Pharmaceutical Applications, Drugs, Pills .