  R Coronae Borealis stars (RCBs) are the best candidates to be the products of
white dwarf mergers in the intermediate mass range ($0.4<M_{tot}<1.1$
M$_{\odot}$). After a merger, a He envelope surrounds a CO core, and a
short-lived supergiant phase starts. RCBs correspond to that phase. They are
known to be hydrogen-deficient and carbon-rich supergiant stars. They are rare;
They are also highly diverse in chemical abundances, brightness and photosphere
temperature. To understand their evolutionary path, constrain their spatial
distribution and test their formation rate, we aim to increase significantly
the number of known RCBs. To do so, we need first to create a list of targets
of interest rich in RCB stars, that will be subsequently followed-up
spectroscopically to reveal their true nature. Fortunately, RCBs are producing
dust and are therefore surrounded by warm circumstellar dust shells. Using the
all-sky 2MASS and WISE infrared surveys, our goal is to discriminate RCBs among
other dust-producing stars. A series of selection criteria was applied to
colour-colour diagrams and to the brightness of all objects catalogued. The
criteria were designed using all 102 known RCB stars. RCB SED models were also
used to understand the limits of the criteria and the possible bias in terms of
shell temperature selected. The analysis was complicated by the unpredictable
photometric declines that RCB stars are known to undergo. With a detection
efficiency of about 85\%, our analysis selected only 2356 targets among the 563
million objects catalogued in the WISE All-Sky survey. This short list of
targets of interest supersedes a previously published one made from the
preliminary WISE data release. This list, published in the CDS Vizier database,
will allow us to increase significantly the number of known RCB stars.
