Labels on frames were hand-drawn/hand-painted in that era (late 19th/very early 20th century).
Best match = Vogue (just widen the letter spacing on RENOIR):
http://www.myfonts.com/fonts/ephemera/vogue/
Treasure trove has a hand-made feel, though much looser than your sample:
http://www.myfonts.com/fonts/comicraft/treasure-trove/
Same goes for Pelican and Antiquarian:
http://www.myfonts.com/fonts/adobe/pelican/
http://www.myfonts.com/fonts/3ip/antiquarian/

To my eye the best match so far is Minister Bold, it even has somewhat similar numbers.
Don