I take them out quite similarly, but for replacement, I'm a 'belt and suspenders guy. I use the end of a drift punch sot carefully expand the bezel, then put a small amount of high temp epoxy in, place the pearl, and then use the bezel shrinkers from Ferrees (I had to rework these and polish the business end to make them work) to compress the bezel back over the edges of the new pearl (which was sized to match the floor of the cavity).
In my experience, only Keilwerth 'just' glues them in...the glue is just to hold them in place while you get the bezel set...in my experience.