rNumis.com has been steadily adding digital auction catalogs for several years. As of January 2, they have
a database of 4565 catalogs, 1579 of which include links to digital versions of the catalog.
The site also includes a proof-of-concept provenance research tool for Greek coins of Italy and Sicily. There is no full-text search but the coins of each Greek city can be filtered by weight and metal. Best: if a coin has multiple auction apperances, such as this Akragas tetradrachm, the full auction chain is displayed.
This site is an important resource to numismatic researchers. Merely by curating links to online coin catalogs on file sharing sites such as issuu.com and research library archives such as HEIDI the site saves time by making it easy to learn if a particular catalog is online.
Even when I own a physical copy of a catalog, I find it easier to use digitized ones. My physical libary is mostly either mis-filed or in boxes in my attic! Digital copies save a very dusty trip.
The provenance tool is an interesting start. I have not used it much. The tool includes photos and metadata about 4926 ancient Greek coins of Italy and Sicily, scraped from public-domain auction catalogs. The concept is similar to the the important but sadly obscure photo-file of the American Numismatic Society. The ANS effort, which took decades of work, covers 268,000 coins. rNumis currently has only 2% of that scope. Yet that is 2% is online and growing.
I have been building a library of numismatic auction catalogs covering my areas of interest for many years. Due to limited shelf space I don't acquire catalogs that are already online in acsearch.info. At this point rNumis is good enough that I will no longer be buying catalogs if rNumis can reveal a digital copy.
I encourage numismatic researchers to check out the site. The operator is friendly and seems to be open to suggestions. Don't miss the catalog sale section for enlarging your own literature collection.
D.F. Grotjohann, who has a VCoins store until about 2010, is now selling ancient coin NFTs at https://opensea.io/DFGrotjohann.
He has 13 ancient coins listed as well as two samurai cartoons. One of the coins is a nice looking Alexander Octodrachm. The price is 3.5. The currency of that price is Ethereum, which works out to US$15,532.
The buyer receives the ancient coin in addition to the digital rights.
National Geographic gives a detailed look at how currency counterfeiting is done in the underworld of Lima, Peru. Mariana van Zeller interviews a convicted printer, visits a currently operating printer and as well as a finisher. A money mule explains how to sneaks cash into the US.
The upper coin sold for about $300+fees. The lower coin sold for about $600+fees. I do not have access to the coins, I merely stumbled across the photos online.
My first impression was that I was looking at two different coins. At least one of the coins is a modern cast forgery.
Several people suggested that it was more likely that both pictures show the same coin, before and after a 'repair'.
I am curious what my readers think. In the comments, tell me if you think these are one or two coins, genuine or fake, repaired or not. I can tell you that the reported weights are within 0.3%.
Most Harlan Berk catalogs for Buy or Bid sales 168 to the present and Gemini VI through XIV are available on issuu.com.
These are the catalogs issued in the last 11 years.
I haven't been able to find the earlier ones online.
This item isn't news -- they have been there for a while -- but it took me a while to find them this morning.
What can artificial intelligence and image processing tell us about coins? Zachary Taylor of the American Numismatic Society gave a walkthrough in April of 'CADS'.
I was intrigued by the ideas of calibrating feature extraction by sizing a circle and throwing away everything outside the circle. I hadn’t thought of it myself — the die study I am attempting is on a series where the die is larger than the coins. It seems like an ingenious hack given how feature extraction works. Taylor also suggested that the images should be cleaned up — I think he mentioned removing backgrounds — but if the software removes everything except the center there is no need to remove backgrounds at all.
Greek coins, and many Roman coins, suffer from dies that degrade faster near the edges than the center. Only using the middle of the coin may help to keep degrading dies "together" in the tree (dendrogram) view later.
Taylor next showed setting the “blur radius” until the image looks “cartoonish”. He called the CADS kind of blurring “median blur”. This seems like a good idea. I suspect it could be done automatically with a small bit of work rather than requiring a human operator. Taylor said this was to remove circulation wear. I suspect this also makes the analysis more resistant to photographic and lighting concerns.
The next thing is what he calls “feature detection”. CADS uses OpenCV, which has been under development for a couple of decades. Taylor says using feature detection came from Huapeng Su’s earlier ANS CADS prototype. A 'feature' is just a contrast pattern of light and color, not something a human would call a 'feature' like a helmet decoration or nose shape. OpenCV tutorials suggest features represent “corners” — small regions on the image where the contrast changes a lot, and changes differently from nearby regions.
The coins CADS has been tested on seemed to be all VF-XF condition. I will be curious to see how it does with coins with a wider range of conditions. I was wondering if the blur could be different for each coin, with less blur being applied to lower grade coins.
The next step is calculating the “distance metric” between all coins. I suspect the computational complexity is N^2 to the number of coin images. He described this as “brute force Hamming method”, with the “20 best matches condensed into 1”, “agglomerative nesting” with “no risk of overfitting”. Taylor said CADS uses Oriented FAST and Rotated BRIEF (not SIFT). I am not a computer vision guy and only know the meaning of some of those terms … but OpenCV provides a library for all of these things: https://docs.opencv.org/master/d1/d89/tutorial_py_orb.html . Taylor’s work seems to be choosing to use that library and tuning the parameters rather than implementing a distance calculation from scratch.
Taylor said the algorithm to compute the distance metric takes “a few hours” for 3000 owls and he showed it taking less than a minute for about 100 Paphos tests. This also suggests the performance is N^2.
The next piece is the dendrogram graph, which looks nice. (It might just be the dendrogram feature of the Javascript library D3 https://www.d3-graph-gallery.com/dendrogram ?)
Taylor described the dendrogram sub-trees as representing dies if tuned correctly. I suspect his algorithm will also group coins from the same die by “die state”.
The “card view” letting the user quickly flip between all the children at a point in the dendrogram looked good. I suspect the card view would be greatly improved if the images were rotated and scaled so that the matched features of all coins on the card line up as close as possible.
After Taylor's demo, Alan Stahl showed Princeton’s work on the topic. He had previously shown this work at the New York Numismatic Club. Princeton’s approach has at least two key differences.
Stahl’s team used a complex physical technique to get the 3D height of the object. It is a great technique but it may not get traction because of the difficulty performing it and getting access to the coins. Yet it is worth pointing out that the CADS approach has only been tested on (over?)-cleaned silver coins. Bronze coins and coins with a lot of toning may not work directly with CADS — photographs of plaster casts may needed to get good results from CADS if patina variations overwhelm “feature detection”. If that is true then the Princeton approach not look so difficult compared to CADS for those series.
Stahl was concerned about the file size of his images. I suspect he could just use the calculated “height” as a greyscale pixel values and store his images as black-and-white JPEGs. That would reduce the image size to normal and I suspect it would let him use Taylor’s workflow directly.
Princeton had humans annotate manually some interesting points on the coins. This is labor intensive! Yet manual annotation might have some merit being used in conjunction with the Taylor approach. It might be that the CADS approach has a hard time “connecting” worn coins, partly reworked dies, or lighting techniques. Perhaps after CADS has reduced the 3000 obverses to a hundred “dies” the Princeton approach of manually marking points could be used on CADS-identified dies to find further matches that CADS missed.
I was disappointed that after all of these years the ANS and Mr. Taylor only managed to look at two series of ancient coin types. Taylor said this isn’t a problem because the “learning” is unsupervised.
Portugal, uncertain year. David Oliveira. 315 g; 3.5” / 89mm
The obverse of this medal depicts the bronze statue of former dictator António de Oliveira Salazar of Portugal. The statue was beheaded with dynamite during the 1974 “Carnation Revolution”. The revolution, a military-led coup d'état, started on April 25, 1974, and replaced the dictatorship with a democracy after a two-year transitional period.
The reverse shows rubble on the pedastal after the explosion, with an a question mark in the shape of Salazar's profile in the shape of a question mark.
The statue’s head has been stored for over 30 years in the attic of City Hall in Salazar’s city of birth, Santa Comba Dao, Portugal. There is current discussion that the statue be restored and placed in a newly planned Salazar museum.
Saturday, May 30, 2020
George Floyd, the Minnesota man who died last week during a botched arrest, was been accused by some reporters as being wanted for the forgery of a $20 bill.
"Forgery" would mean he made it himself. He was accused of passing a forgery, knowingly or unknowingly. Most people don't even look at their change, they just spend it at the next place.
According to August 2019 article, the U.S. Secret Service is working with [Minnesota] retailers to stop the flow of counterfeit money coming into the Twin Cities. If cashiers, who work with money all day long, need education to spot fake notes why should anyone expect that a regular citizen would recognize it? I have the skills to detect counterfeit currency, but since the pandemic I have been touching the bills I receive as little as possible. https://minnesota.cbslocal.com/2019/08/13/trying-to-be-very-aware-twin-cities-retailers-on-lookout-for-counterfeit-cash/
Here is a January story on $900,000 of counterfeit US currency seized by Customs and Border Patrol in Minnsota. https://www.kare11.com/article/news/local/counterfeit-bills-seized-at-minnesota-border-international-falls-china/89-920a8623-b78c-4d52-a735-6eb913ffd98d
Indo-Greek, Menander I (165-135 BC), drachm 2.34g 16mm
The obverse Greek inscription: ΒΑΣΙΛΕΩΣ ΣΩΤΗΡΟΣ ΜΕΝΑΝΔΡΟΥ (Basileos Soteros Menandrou; of King Menander, the Savior)
The reverse Kharosthi inscription: 𐨨𐨂𐨱𐨪𐨗𐨯 𐨟𐨟𐨪𐨯 𐨨𐨅𐨣𐨪𐨯
The reverse inscription usually appears in coin catalogs as Maharajasa tratarasa Menamdrasa; “The Savior King Menander”. The Kharosthi might appear in a table at the end. It's real text here. (You may need a font to see it.) You can cut and paste it to other documents.
One of my hobbies is trying to put coin inscriptions into computer format. Hopefully I came close. Step one was glancing at the Unicode Kharoṣṭhī proposal, especially the table at the end.
This is what I came up with:
Ma-u-ha-ra-ja-sa 𐨨𐨂𐨱𐨪𐨗𐨯 𐨨𐨂𐨱𐨪𐨗𐨯 ta-ta-ra-sa 𐨟𐨟𐨪𐨯 𐨟𐨟𐨪𐨯 Ma-e-na-d-ra-sa 𐨨𐨅𐨣𐨪𐨯 (using a zero-width space to help position; using ra instead of the compound dr) 𐨨𐨅​𐨣𐨪𐨯
A Gift for Polydektes blog is excited to announce that Dr. Jonas Emmanuel Flueck will be presenting a detailed look at the ancient coin provenance searching software Ex-Numis via Zoom later this month.
The presentation will be Saturday May 30th 1pm EDT. To attend please RSVP Ed Snible. This presentation is hosted by the Bronx Coin Club and the Ancient Numismatic Society of Washington DC.
Dr. Jonas Emmanuel Flueck created a computer system that uses digital image recognition to match coin images to an extensive database of sales catalogs. Five years ago he founded Ex-Numis, a provenance rediscovery service for ancient coin collectors and dealers.
Dr. Flueck will tell us about the importance of provenance for both legal and scholarly reasons, his technology and database of almost one million ancient coins, and what he has learned about provenance in today’s ancient coin market.
Dr. Jonas Emmanuel Flueck is the executive director of the auction house “Lugdunum GmbH” (Switzerland); a former treasurer at the IAPN; the general secretary of the Association of Swiss Professional Numismatists; and the founder of Ex-Numis.
On March 24, 2020 archive.org released for unlimited borrowing the 1.4 million book titles they call the National Emergency Library.
They believe the global pandemic justifies their action. (They give their legal and moral justification here.)
The National Emergency Library is not just medical books. It is everything they have. For the duration of the emergency you can download all kinds of amazing things. Here is a list of their numismatic holdings by decade. It includes some very rare auction catalogs and club journals.
I encourage everyone looking for an at-home project to consider finishing your own numismatic works and prepare them for publication. Stay home. Use this library for research during the pandemic.
The auction house Classical Numismatic Group has an excellent web site with a good search engine that can be used to study over 300,000 coins and related objects that have appeared in their sales.
The searchable database begins with sale 60 (22 May 2002).
CNG sold many important coins before their 60th sale. Some of their old catalogs are for sale at CNG's own catalog site. They can also sometimes be found in book auctions. A brief index of the focus of each catalog can be found on Warren Esty's site.
Many people don't know that catalogs for sales 1-56 have been uploaded as searchable PDF files and are freely downloadable. I have created a simple list of direct links to the catalogs.
The 19th century forger Becker discovered he could make his product seem genuine by applying artificial wear.
It seems some modern forgers have relearned his trick. Antiquanova.com sells nice replica Neapolis staters for 45 euro in fine silver and 6 euro in tin.
A UK-based eBay seller has the following coin listed with 6 days remaining. Six bidders have worked it up to £26.00.
CoinWeekreported on December 27 that PCGS will partner with HID Global to begin embedding high security Near Field Communication (NFC) chip technology in slabs starting in early 2020.
There will be apps for NFC-enabled smartphones to verify the slabs are authentic, and to display the information on the slab.
Typically NFC readers need to be 4cm or closer to read the chips.
It may be possible to read the chips from a few feet away using a giant circular antenna.
These aren't bars that are short of gold. The fakes are said to contain legit gold, but stamped with the names of refineries that did not issue the bars.
It is said to be a way to launder conflict gold. Many of the forged bars are said to originate in China.
Over the last three years, over 1000 bars worth over $50,000,000 have been found.
It is difficult to search for these stories, because there is a crypto currency also called “Italian Lira”. The crypto version has a total market cap of 1 BTC (about $14,000 USD).
Last Monday I toured the Massachusetts studio of the sculptor Daniel Chester French. He designed the Lincoln memorial. There are quite a few pictures of the memorial on Twitter today. The pictures are taken from behind temporary fencing erected for tonights' Salute To America.
The memorial was intended to show the difficulty of Lincoln as the decision maker during the Civil War. Lincoln knew his actions would lead to many deaths. French's monument is a powerful representation of the necessity and undesirability of war.
Even if you have seen the actual memorial it is enlightening to see the earlier, smaller versions, that the artist used to work out the design.
The actual sculpture was carved right here in the Bronx in 1922 by the Piccirilli brothers. They were Italian immigrants. An article by Lucie Levine points out "The brothers faced anti-immigrant sentiment even as they worked to realize some of the United States’ most patriotic sculptures.... The Lincoln Memorial Commission rejected French’s suggestion to have “Piccirilli” inscribed on the pedestal of the Lincoln Memorial."
DYNASTS OF LYCIA. Kherei, circa 430-410 BC. Stater, Tlos mint.
Obv: Helmeted head of Athena to right.
Rev: 𐊜𐊕𐊁𐊕𐊚𐊆𐊛𐊋-𐊗𐊍𐊀𐊇𐊆 (Lycian; =kerẽi-tlawi); Gorgoneion within border of dots in a circular incuse.
There are two or three known examples. The photo is my composite of the Jameson specimen and the example auctioned in Switzerland by Nomos.
The inscription is in Lycian and names the ruler and the city of issue.
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